310 results on '"Yong-Cheng Lin"'
Search Results
2. Regulating of wear properties through microstructure engineering in novel cost-effective Fe30Ni25Cr25Mo10Al10 high-entropy alloy processed by cyclic closed-die forging
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Majid Naseri, Alena Myasnikova, Davood Gholami, Omid Imantalab, Dmitry Mikhailov, Mostafa Amra, Nataliya Shaburova, Milena Efimova, Aleksandr Orlov, Seyedmehdi Hosseini, Yong-Cheng Lin, Abdel-Hamid I. Mourad, and Evgeny Trofimov
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Cost-effective high-entropy alloy ,Cyclic closed-die forging ,Microstructure characterization ,Crystallographic texture ,Hardness ,Wear resistance ,Mining engineering. Metallurgy ,TN1-997 - Abstract
This study presents a novel cost-effective Fe30Ni25Cr25Mo10Al10 high-entropy alloy with a dual-phase microstructure that was processed using cyclic closed-die forging (CCDF) at room temperature for a maximum of six passes. The as-homogenized alloy exhibited [CrMoFe]-rich dendrites with dual-size morphology dispersed in an almost uniform face-centered cubic (FCC) matrix. It was found that as the number of CCDF passes increased, leading to a more homogenous nanograin, there was an accumulation of dislocations, fragmentation of [CrMoFe]-rich dendrites, and enhanced distribution within the matrix. These conditions were conducive to the creation of a nanostructured Fe30Ni25Cr25Mo10Al10 alloy with superior mechanical properties. Texture analysis indicated that the prominent texture components for the Fe30Ni25Cr25Mo10Al10 alloy after six passes were Rotated Cube {001}, S {123}, and Dillamore {4 4 11}. After the sixth CCDF pass, the Fe30Ni25Cr25Mo10Al10 alloy exhibited the highest microhardness (∼ 974 HV) and the lowest wear rate (∼ (0.8 ± 0.1) × 10–5 mm3.N−1.m−1). Additionally, it was proposed that the development of the Rotated Cube {001} texture component contributed positively to enhancing wear resistance in the cost-effective high-entropy alloys. Considering the obtained results, it is reasonable to propose that CCDF processing is significant potential for the advancement of cost-effective nanostructured high-entropy alloys for industrial applications.
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- 2024
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3. Physical property and failure mechanism of self-piercing riveting joints between foam metal sandwich composite aluminum plate and aluminum alloy
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Zhi-Chao Huang, Yu-Kuan Zhang, Yong-Cheng Lin, and Yu-Qiang Jiang
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Foam metal sandwich composite aluminum plate ,AA5052-H112 aluminum alloy ,Self-piercing riveting (SPR) ,Forming quality ,Joint strength ,Mining engineering. Metallurgy ,TN1-997 - Abstract
Self-piercing riveting is a promising method to join thin-wall structures in the automobile industry, especially for the connection of different materials. Due to their excellent strength-to-weight ratios and vibration/noise reduction characteristics, foam metal sandwich composite aluminum plates are the best choices for modern automobiles. In this paper, the self-piercing riveting forming qualities and joint strengths of foam iron-nickel/copper sandwich composite aluminum plates with AA5052 aluminum alloys are investigated, and the fracture morphologies of tensile failure samples are characterized. The results showed that: the foam metal sandwich composite aluminum plates can increase the interlock width and improve the self-locking performance of the joints, and the bottom thicknesses are significantly increased when the foam metal sandwich composite aluminum plates are riveted as the bottom plates. In the tension-shear tests, the foam sandwiches reduce the maximum failure loads and increase the maximum failure displacements of the joints. Moreover, the macro/micro-structure characteristics of the foam metal sandwich composite aluminum plates affect the failure modes of the joints. When the foam metal sandwich composite aluminum plates are used as the top plates, the failure mode is that the composite aluminum plates break down in the direction perpendicular to the loading of the plates. When they are riveted as the bottom plates, the failure mode is that the rivets are entirely pulled out from the bottom base plates of the composite plates, partially separated from the foam metal sandwich composite aluminum plates, and the top base plates and the sandwich metals are torn apart at the same time.
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- 2022
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4. Localised edge‐region‐based active contour for medical image segmentation
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Hua‐Xiang Liu, Jiang‐Xiong Fang, Zi‐Jian Zhang, and Yong‐Cheng Lin
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Probability theory, stochastic processes, and statistics ,Medical magnetic resonance imaging and spectroscopy ,Patient diagnostic methods and instrumentation ,Other topics in statistics ,Image recognition ,Biomedical magnetic resonance imaging and spectroscopy ,Photography ,TR1-1050 ,Computer software ,QA76.75-76.765 - Abstract
Abstract Segmenting the region of interest (ROI) from medical images is a fundamental but challenging task due to the illumination change and imaging devices. Although many models based on the local region‐based active contour model (LR‐ACM) are proposed to deal with intensity inhomogeneity, it is still difficult for the global energy‐based ACM with local image information to accurately extract the ROI from medical images. To solve this problem, this study proposes a novel localised ACM by constructing the gradient information based on the probability scores from the fuzzy k‐nearest neighbour classifier. Different from the traditional LR‐ACMs, our model is based on local rather than global image statistics, where a probability score‐based edge detector is directly used for gradient information. The energy functional consists of localised region energy and an edge energy. By introducing a local characteristics function, the localised region energy with the probability‐score‐based edge information is formulated, which can make the evolution curve stop on the exact boundaries of ROI. The edge energy including the regularisation and the penalty terms is used to avoid the reinitialisation process and smooth the evolution curve during evolution. To maintain the signed distance property of the evolution curve, a novel potential function in the penalty term is designed, which can consistently control the diffusion direction of the evolution curve. Experiments on the medical images including the cardiac magnetic resonance imaging and the 3DIRCADb databases demonstrate that the proposed model is more robust and accurate to extract the ROI than the popular localised and region‐based ACMs. The code is available at: https://github.com/HuaxiangLiu/Localized_ERAC/.
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- 2021
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5. Xyloketal B Attenuates Atherosclerotic Plaque Formation and Endothelial Dysfunction in Apolipoprotein E Deficient Mice
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Li-Yan Zhao, Jie Li, Feng Yuan, Mei Li, Quan Zhang, Ji-Yan Pang, Bin Zhang, Fang-Yun Sun, Hong-Shuo Sun, Qian Li, Lu Cao, Yu Xie, Yong-Cheng Lin, Jie Liu, Hong-Mei Tan, Guan-Lei Wang, and Yun-Ying Huang
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xyloketals ,atherosclerosis ,endothelium ,eNOS ,apoE-deficient mice ,Biology (General) ,QH301-705.5 - Abstract
Our previous studies demonstrated that xyloketal B, a novel marine compound with a unique chemical structure, has strong antioxidant actions and can protect against endothelial injury in different cell types cultured in vitro and model organisms in vivo. The oxidative endothelial dysfunction and decrease in nitric oxide (NO) bioavailability are critical for the development of atherosclerotic lesion. We thus examined whether xyloketal B had an influence on the atherosclerotic plaque area in apolipoprotein E-deficient (apoE−/−) mice fed a high-fat diet and investigated the underlying mechanisms. We found in our present study that the administration of xyloketal B dose-dependently decreased the atherosclerotic plaque area both in the aortic sinus and throughout the aorta in apoE−/− mice fed a high-fat diet. In addition, xyloketal B markedly reduced the levels of vascular oxidative stress, as well as improving the impaired endothelium integrity and NO-dependent aortic vasorelaxation in atherosclerotic mice. Moreover, xyloketal B significantly changed the phosphorylation levels of endothelial nitric oxide synthase (eNOS) and Akt without altering the expression of total eNOS and Akt in cultured human umbilical vein endothelial cells (HUVECs). Here, it increased eNOS phosphorylation at the positive regulatory site of Ser-1177, while inhibiting phosphorylation at the negative regulatory site of Thr-495. Taken together, these findings indicate that xyloketal B has dramatic anti-atherosclerotic effects in vivo, which is partly due to its antioxidant features and/or improvement of endothelial function.
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- 2015
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6. Loddigesiinols G–J: α-Glucosidase Inhibitors from Dendrobium loddigesii
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Yu Lu, Ming Kuang, Gu-Ping Hu, Rui-Bo Wu, Jun Wang, Lan Liu, and Yong-Cheng Lin
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Dendrobium loddigesii ,α-glucosidase inhibitory activity ,polyphenols ,Organic chemistry ,QD241-441 - Abstract
Four new polyphenols, loddigesiinols G–J (compounds 1–4) and a known compound, crepidatuol B (5), were isolated from the stems of Dendrobium loddigesii that have long been used in Traditional Chinese Medicine and have recently been used to treat type 2 diabetes. Compounds 1–5 structures were elucidated based on spectroscopic analysis. The absolute configurations of compounds 1–4 were determined using theoretical calculations of electronic circular dichroism (ECD), and the absolute configuration of compound 5 was determined by a comparison of the experimental ECD spectra and the literature data. Compounds 1–5 are strong inhibitors of α-glucosidase, with IC50 values of 16.7, 10.9, 2.7, 3.2, and 18.9 μM, respectively. Their activities were significantly stronger than trans-resveratrol as a positive control (IC50 values of 27.9 μM).
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- 2014
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7. Secondary Metabolites of a Mangrove Endophytic Fungus Aspergillus terreus (No. GX7-3B) from the South China Sea
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Yong-Cheng Lin, Cai-Huan Huang, Ji-Yan Pang, Shi-Xin Liu, and Chun-Mei Deng
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mangrove endophytic fungi ,thiophene ,secondary metabolites ,cytotoxicity ,AChE ,Biology (General) ,QH301-705.5 - Abstract
The mangrove endophytic fungus Aspergillus terreus (No. GX7-3B) was cultivated in potato dextrose liquid medium, and one rare thiophene compound (1), together with anhydrojavanicin (2), 8-O-methylbostrycoidin (3), 8-O-methyljavanicin (4), botryosphaerone D (5), 6-ethyl-5-hydroxy-3,7-dimethoxynaphthoquinone (6), 3β,5α-dihydroxy-(22E,24R)-ergosta-7,22-dien-6-one (7), 3β,5α,14α-trihydroxy-(22E,24R)-ergosta-7, 22-dien-6-one (8), NGA0187 (9) and beauvericin (10), were isolated. Their structures were elucidated by analysis of spectroscopic data. This is the first report of a natural origin for compound 6. Moreover, compounds 3, 4, 5, 7, 8 and 10 were obtained from marine microorganism for the first time. In the bioactive assays in vitro, compounds 2, 3, 9 and 10 displayed remarkable inhibiting actions against α-acetylcholinesterase (AChE) with IC50 values 2.01, 6.71, 1.89, and 3.09 μM, respectively. Furthermore, in the cytotoxicity assays, compounds 7 and 10 exhibited strong or moderate cytotoxic activities against MCF-7, A549, Hela and KB cell lines with IC50 values 4.98 and 2.02 (MCF-7), 1.95 and 0.82 (A549), 0.68 and 1.14 (Hela), and 1.50 and 1.10 μM (KB), respectively; compound 8 had weak inhibitory activities against these tumor cell lines; compounds 1, 2, 3, 4, 5, 6 and 9 exhibited no inhibitory activities against them.
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- 2013
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8. Xyloketal B Exhibits Its Antioxidant Activity through Induction of HO-1 in Vascular Endothelial Cells and Zebrafish
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Guan-Lei Wang, Xi-Lin Lu, Zhong Pei, Yong-Cheng Lin, Ji-Yan Pang, Huan-Xing Su, Jie Liu, Yun-Ying Huang, Jie Li, Li-Yan Zhao, Jian-Wen Chen, Feng Yuan, Yong-Yuan Guan, and Zhen-Xing Li
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xyloketal B ,apoptosis ,reactive oxygen species ,HO-1 ,Nrf-2 ,Biology (General) ,QH301-705.5 - Abstract
We previously reported that a novel marine compound, xyloketal B, has strong antioxidative actions in different models of cardiovascular diseases. Induction of heme oxygenase-1 (HO-1), an important endogenous antioxidant enzyme, has been considered as a potential therapeutic strategy for cardiovascular diseases. We here investigated whether xyloketal B exhibits its antioxidant activity through induction of HO-1. In human umbilical vein endothelial cells (HUVECs), xyloketal B significantly induced HO-1 gene expression and translocation of the nuclear factor-erythroid 2-related factor 2 (Nrf-2) in a concentration- and time-dependent manner. The protection of xyloketal B against angiotensin II-induced apoptosis and reactive oxygen species (ROS) production could be abrogated by the HO-1 specific inhibitor, tin protoporphyrin-IX (SnPP). Consistently, the suppressive effects of xyloketal B on NADPH oxidase activity could be reversed by SnPP in zebrafish embryos. In addition, xyloketal B induced Akt and Erk1/2 phosphorylation in a concentration- and time-dependent manner. Furthermore, PI3K inhibitor LY294002 and Erk1/2 inhibitor U0126 suppressed the induction of HO-1 and translocation of Nrf-2 by xyloketal B, whereas P38 inhibitor SB203580 did not. In conclusion, xyloketal B can induce HO-1 expression via PI3K/Akt/Nrf-2 pathways, and the induction of HO-1 is mainly responsible for the antioxidant and antiapoptotic actions of xyloketal B.
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- 2013
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9. Synthesis and Antitumor Activities of Derivatives of the Marine Mangrove Fungal Metabolite Deoxybostrycin
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Zhi-Gang She, Yuhua Long, Yong-Cheng Lin, Sheng-Ping Chen, Jue-Heng Wu, Bing Yang, Jia Li, Li-Li Zhong, Hong Chen, and Xun Zhu
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deoxybostrycin derivatives ,antitumor activity ,marine mangrove ,anthraquinone ,Biology (General) ,QH301-705.5 - Abstract
Deoxybostrycin (1) is an anthraquinone compound derived from the marine mangrove fungus Nigrospora sp. No. 1403 and has potential to be a lead for new drugs because of its various biological properties. A series of new derivatives (2–22) of deoxybostrycin were synthesized. The in vitro cytotoxicity of all the new compounds was tested against MDA-MB-435, HepG2 and HCT-116 cancer cell lines. Most of the compounds exhibit strong cytotoxicity with IC50 values ranging from 0.62 to 10 μM. Compounds 19, 21 display comparable cytotoxicity against MDA-MB-435 to epirubicin, the positive control. The primary screening results indicate that the deoxybostrycin derivatives might be a valuable source of new potent anticancer drug candidates.
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- 2012
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10. Marine Cyclotripeptide X-13 Promotes Angiogenesis in Zebrafish and Human Endothelial Cells via PI3K/Akt/eNOS Signaling Pathways
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Zhong Pei, Hong-Shuo Sun, Li-Ping Wang, Ji-Yan Pang, Jing-Song Ou, Jin-Sheng Zeng, Ru-Xun Huang, Guang-Lei Wang, Yong-Cheng Lin, Jing Li, Cheng-Hui Ye, Feng-Juan Su, Xiao-Li Yao, Zhong-Liang Xu, and Xi-Lin Lu
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angiogenesis ,marine cyclotripeptide ,zebrafish ,endothelial nitric oxide synthase ,xyloallenoide A ,Biology (General) ,QH301-705.5 - Abstract
Cyclotripeptide X-13 is a core of novel marine compound xyloallenoide A isolated from mangrove fungus Xylaria sp. (no. 2508). We found that X-13 dose-dependently induced angiogenesis in zebrafish embryos and in human endothelial cells, which was accompanied by increased phosphorylation of eNOS and Akt and NO release. Inhibition of PI3K/Akt/eNOS by LY294002 or l-NAME suppressed X-13-induced angiogenesis. The present work demonstrates that X-13 promotes angiogenesis via PI3K/Akt/eNOS pathways.
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- 2012
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11. Three Bianthraquinone Derivatives from the Mangrove Endophytic Fungus Alternaria sp. ZJ9-6B from the South China Sea
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Yong-Jun Lu, Zhi-Gang She, Yong-Cheng Lin, Miao Yu, Cai-Huan Huang, Xun Zhu, Hong-Bo Huang, Bin Chen, and Jia-Hui Pan
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endophytic fungus ,Alternaria sp. ,bianthraquinone ,alterporriol ,cytotoxicity ,Biology (General) ,QH301-705.5 - Abstract
Three new bianthraquinone derivatives, alterporriol K (1), L (2) and M (3), along with six known compounds were obtained from extracts of the endophytic fungus Alternaria sp. ZJ9-6B, isolated from the mangrove Aegiceras corniculatum collected in the South China Sea. Their structures were elucidated by one- and two-dimensional NMR spectroscopy, MS data analysis and circular dichroism measurements. Compounds 1, 2 and 3 were first isolated alterporriols with a C-2–C-2′ linkage. The crystallographic data of tetrahydroaltersolanol B (7) was reported for the first time. In the primary bioassays, alterporriol K and L exhibited moderate cytotoxic activity towards MDA-MB-435 and MCF-7 cells with IC50 values ranging from 13.1 to 29.1 µM.
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- 2011
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12. Statistical Research on Marine Natural Products Based on Data Obtained between 1985 and 2008
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Yong-Cheng Lin, Sheng-Ping Chen, Xun Zhu, Jue-Heng Wu, Xiu-Jian Lan, Zhi-Gang She, Li Sun, Jie Yuan, and Gu-Ping Hu
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marine natural products ,quantitative analysis ,novel compounds ,Biology (General) ,QH301-705.5 - Abstract
Since the 1960s, more than 20,000 compounds were discovered from marine organisms. In this paper we performed a quantitative analysis for the novel marine natural products reported between 1985 and 2008. The data was extracted mainly from the reviews of Faulkner and Blunt [1–26]. The organisms producing these marine natural products are divided into three major biological classes: marine microorganisms (including phytoplankton), marine algae and marine invertebrate. The marine natural products are divided into seven classes based on their chemical structure: terpenoids, steroids (including steroidal saponins), alkaloids, ethers (including ketals), phenols (including quinones), strigolactones, and peptides. The distribution and the temporal trend of these classes (biological classes and chemical structure classes) were investigated. We hope this article provides a comprehensive perspective on the research of marine natural products.
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- 2011
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13. Lobophorin C and D, New Kijanimicin Derivatives from a Marine Sponge-Associated Actinomycetal Strain AZS17
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Yong-Cheng Lin, Fu-Chao Li, Jing Li, Ping Wang, Tao Xi, Rong-Bian Wei, and Song Qin
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marine sponge ,actinomycete ,lobophorin C and D ,cytotoxic activity ,Biology (General) ,QH301-705.5 - Abstract
Marine sponge Hymeniacidon sp. was collected from coastal waters of the East China Sea to isolate symbiotic microorganisms. The resulting sponge-associated actinomycete, Streptomyces carnosus strain AZS17, was cultivated in a 20 L volume of medium for production of bioactive secondary metabolites. Bioassay-guided isolation and purification by varied chromatographic methods yielded two new compounds of kijanimicin derivatives, AS7-2 and AS9-12. Their structures were elucidated by spectroscopy and comparison with literatures. Results showed these two compounds were structurally similar to the previously reported compounds lobophorin A and B, yet differed in specific bond forms, stereochemistry and optical activities. The two novel compounds were named lobophorin C and D. In vitro cytotoxicity investigation by MTT assay indicated their selective activities. Lobophorin C displayed potent cytotoxic activity against the human liver cancer cell line 7402, while lobophorin D showed significant inhibitory effect on human breast cancer cells MDA-MB 435.
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- 2011
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14. Anthracenedione Derivatives as Anticancer Agents Isolated from Secondary Metabolites of the Mangrove Endophytic Fungi
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Jian-ye Zhang, Li-yang Tao, Yong-ju Liang, Li-ming Chen, Yan-jun Mi, Li-sheng Zheng, Fang Wang, Zhi-gang She, Yong-cheng Lin, Kenneth Kin Wah To, and Li-wu Fu
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mangrove endophytic fungi ,anthracenedione derivatives ,anticancer ,apoptosis ,structure-activity relationship ,Biology (General) ,QH301-705.5 - Abstract
In this article, we report anticancer activity of 14 anthracenedione derivatives separated from the secondary metabolites of the mangrove endophytic fungi Halorosellinia sp. (No. 1403) and Guignardia sp. (No. 4382). Some of them inhibited potently the growth of KB and KBv200 cells, among which compound 6 displayed strong cytotoxicity with IC50 values of 3.17 and 3.21 μM to KB and KBv200 cells, respectively. Furthermore, we demonstrate that the mechanism involved in the apoptosis induced by compound 6 is probably related to mitochondrial dysfunction. Additionally, the structure-activity relationships of these compounds are discussed.
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- 2010
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15. Anticancer Effect and Structure-Activity Analysis of Marine Products Isolated from Metabolites of Mangrove Fungi in the South China Sea
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Li-yang Tao, Jian-ye Zhang, Yong-ju Liang, Li-ming Chen, Li-sheng Zheng, Fang Wang, Yan-jun Mi, Zhi-gang She, Kenneth Kin Wah To, Yong-cheng Lin, and Li-wu Fu
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mangrove fungi ,multidrug resistance (MDR) ,quinones ,xyloketal ,isoflavone ,prostaglandins ,Biology (General) ,QH301-705.5 - Abstract
Marine-derived fungi provide plenty of structurally unique and biologically active secondary metabolites. We screened 87 marine products from mangrove fungi in the South China Sea for anticancer activity by MTT assay. 14% of the compounds (11/86) exhibited a potent activity against cancer in vitro. Importantly, some compounds such as compounds 78 and 81 appeared to be promising for treating cancer patients with multidrug resistance, which should encourage more efforts to isolate promising candidates for further development as clinically useful chemotherapeutic drugs. Furthermore, DNA intercalation was not involved in their anticancer activities, as determined by DNA binding assay. On the other hand, the structure-activity analysis indicated that the hydroxyl group was important for their cytotoxic activity and that bulky functional groups such as phenyl rings could result in a loss of biological activity, which will direct the further development of marine product-based derivatives.
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- 2010
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16. Five Sesquiterpenoids from a Marine-Derived Fungus Aspergillus sp. Isolated from a Gorgonian Dichotella gemmacea
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Mei-Yan Wei, Chang-Yun Wang, Qing-Ai Liu, Chang-Lun Shao, Zhi-Gang She, and Yong-Cheng Lin
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phenolic bisabolane-type sesquiterpenoid ,Aspergillus sp. ,gorgonian Dichotella gemmacea ,Biology (General) ,QH301-705.5 - Abstract
Three new phenolic bisabolane-type sesquiterpenoids: (+)-methyl sydowate (1), 7-deoxy-7,14-didehydrosydonic acid (2), and 7-deoxy-7,8-didehydrosydonic acid (3), together with two known fungal metabolites were isolated from the fermentation broth of a marine-derived fungus Aspergillus sp., which was isolated in turn from a gorgonian Dichotella gemmacea collected from the South China Sea. Their structures were elucidated by combined spectroscopic methods, and the structure of 1 was further confirmed by single-crystal X-ray data.
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- 2010
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17. Advanced Multi-Sensor Person-Following System on a Mobile Robot: Design, Construction and Measurements.
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Chi-Zhou Zhang, Zehao Li, Mingsong Chen 0004, Yong-Cheng Lin, Guanqiang Wang, Qiu Wang, and Weidong Zeng
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- 2024
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18. 3-[(R)-3,3-Dichloro-2-hydroxypropyl]-8-hydroxy-6-methoxy-1H-isochromen-1-one
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Yong-Cheng Lin, Kun Zhang, Zhi-Yun Du, Yan-Xiong Fang, and Hua-Rong Huang
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Crystallography ,QD901-999 - Abstract
The title compound, C13H12Cl2O5, is an isocoumarin compound which has been isolated from the ethyl acetate extract of the fermentation broth of actinomycete Streptomyces sp. (V4) from the South China Sea. There are intra- and intermolecular hydrogen bonds and halogen bonds [Cl...Cl = 3.434 (2) Å; C—Cl...Cl = 121.6°]. The intermolecular O—H...O hydrogen bonds link molecules into chains along the b axis.
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- 2008
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19. A high-accuracy and lightweight detector based on a graph convolution network for strip surface defect detection.
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Guanqiang Wang, Chi-Zhou Zhang, Mingsong Chen 0004, Yong-Cheng Lin, Xianghua Tan, Yu-Xin Kang, Qiu Wang, Weidong Zeng, and Wei-Wei Zhao
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- 2024
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20. An LSTM-PSO model for forecasting the flow behavior of a Ni-based superalloy during hot deformation.
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Guo-Chuan Pan, Bai-Wei Zhou, Wang Li, Chang-Xu Chen, Wei-Wei Zhao, Guan-Qiang Wang, Ming-Song Chen, and Yong-Cheng Lin
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NICKEL alloys ,HEAT resistant alloys ,DEFORMATIONS (Mechanics) ,ISOTHERMAL compression ,STRAIN rate - Abstract
Isothermal compressive experiments on a Ni-based superalloy were performed at strain rates from 0.001 to 1 s
-1 and temperatures between 920 and 1040 to study its high--temperature deformation. Utilizing the experimental data, a Long Short-Term Memory (LSTM) model, optimized with the Particle Swarm Optimization (PSO) algorithm (LSTM--PSO), was developed to characterize this behavior. The LSTM component of the model effectively handles the complexity and nonlinear characteristics of time-series data, while the PSO component performs parameter optimization, enhancing the model's accuracy and generalization capability. The model's inputs include deformation temperature, strain rate, and true strain, with true stress as the output. A comparison of experimental and forecasted results revealed that the LSTM-PSO model accurately predicts high-temperature deformation, achieving a correction coefficient of 0.9988 and an average absolute relative error of 1.16, demonstrating superior performance compared to other advanced methods. [ABSTRACT FROM AUTHOR]- Published
- 2024
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21. A precise BP neural network-based online model predictive control strategy for die forging hydraulic press machine.
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Yong-Cheng Lin, Dongdong Chen 0009, Mingsong Chen 0004, Xiao-Min Chen, and Jia Li
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- 2018
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22. A deep belief network to predict the hot deformation behavior of a Ni-based superalloy.
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Yong-Cheng Lin, Jia Li, Mingsong Chen 0004, Yanxing Liu, and Yingjie Liang
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- 2018
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23. Modeling the Rheological Behavior of a Novel Hot Isostatic Pressed Powder Metallurgy Superalloy
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Qiu-Mei Yang, Yong‐Cheng Lin, Guan Liu, Ming-Song Chen, and Yu-Liang Qiu
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General Materials Science ,Condensed Matter Physics - Published
- 2023
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24. Evolution of Annealing Twins in a Hot Deformed Nickel-Based Superalloy
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Yu-Chi Xia, Xiao-Min Chen, Yong-Cheng Lin, and Xian-Zheng Lu
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Technology ,Microscopy ,QC120-168.85 ,annealing twins ,QH201-278.5 ,Engineering (General). Civil engineering (General) ,Article ,superalloy ,hot deformation ,dynamic recrystallization ,grain boundary ,TK1-9971 ,Condensed Matter::Materials Science ,Descriptive and experimental mechanics ,General Materials Science ,Electrical engineering. Electronics. Nuclear engineering ,TA1-2040 - Abstract
The hot deformation characteristics of a GH4169 superalloy are investigated at the temperature and strain rate ranges of 1193–1313 K and 0.01–1 s−1, respectively, through Gleeble-3500 simulator. The hot deformed microstructures are analyzed by optical microscopy (OM), transmission electron microscopy (TEM), and electron backscattered diffraction (EBSD) technology. The effects of deformation parameters on the features of flow curves and annealing twins are discussed in detail. It is found that the shapes of flow curves are greatly affected by the deformation temperature. Broad peaks appear at low deformation temperatures or high strain rates. In addition, the evolution of annealing twins is significantly sensitive to the deformation degree, temperature, and strain rate. The fraction of annealing twins first decreases and then rises with the added deformation degree. This is because the initial annealing twin characters disappear at the relatively small strains, while the annealing twins rapidly generate with the growth of dynamic recrystallized grains during the subsequent hot deformation. The fraction of annealing twins is relatively high when the deformation temperature is high or the strain rate is low. In addition, the important role of annealing twins on dynamic recrystallization (DRX) behaviors are elucidated. The obvious bulging at initial twin boundaries, and the coherency of annealing twin boundaries with dynamic recrystallized grain boundaries, indicates that annealing twins can motivate the DRX nucleation during the hot deformation.
- Published
- 2022
25. Residual-stress relaxation mechanism and model description of 5052H32 Al alloy spun ellipsoidal heads during annealing treatment
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Jiang-Shan Zhu, Jun-Quan Wang, Jia-Yang Chen, and Yong-Cheng Lin
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Equiaxed crystals ,Materials science ,Polymers and Plastics ,Mechanical Engineering ,Alloy ,Recrystallization (metallurgy) ,engineering.material ,Industrial and Manufacturing Engineering ,Grain size ,Annealing (glass) ,Mechanics of Materials ,Residual stress ,engineering ,Stress relaxation ,Relaxation (physics) ,Composite material - Abstract
Marginal-restraint mandrel-free spinning is an advanced technology for manufacturing ellipsoidal heads with large diameter-thickness ratios. Nevertheless, the spinning-induced residual stress, which greatly influences the in-service performance of spun heads, should be removed. In this study, the effects of annealing on the residual-stress relaxation behavior of 5052H32 aluminum alloy spun heads were investigated. It is found that the residual stress first rapidly decreases and then remains steady with the increase in annealing time at the tested annealing temperatures. The relaxation of the residual stress becomes increasingly obvious with the increase in annealing temperature. When the annealing temperature is less than 220 °C, there are no obvious changes in grain size. Moreover, the spinning-induced dislocations are consumed by the static recovery behavior, which decreases the residual stress during annealing. When the annealing temperature is approximately 300 °C, the broken grains transform into equiaxed grains. In addition, static recrystallization and recovery behaviors occur simultaneously to promote the relaxation of the residual stress. Considering the different stress relaxation mechanisms, a model based on the Zener-Wert-Avrami equation was established to predict the residual-stress relaxation behavior. Finally, the optimized annealing temperature and time were approximately 300 °C and 30 min, respectively.
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- 2021
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26. Enhanced afterglow performance of CaAl2O4:Eu2+,Nd3+ phosphors by co-doping Gd3+
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Yong-Cheng Lin, Fengfeng Li, Mingxi Zhang, Yi Shen, and Yan Li
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Materials science ,Doping ,Analytical chemistry ,Phosphor ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,0104 chemical sciences ,Afterglow ,Ion ,X-ray photoelectron spectroscopy ,Geochemistry and Petrology ,0210 nano-technology ,Luminescence ,High-resolution transmission electron microscopy ,Monoclinic crystal system - Abstract
In order to effectively improve the afterglow properties of CaAl2O4:Eu2+,Nd3+ phosphors, a series of Ca0.982–xAl2O4:0.012Eu2+,0.006Nd3+,xGd3+ (x = 0,0.012,0.024,0.036,0.048,0.060 mol) phosphors were prepared by a high-temperature solid-phase approach. Crystalline composition and microstructure were characterized by XRD, TEM, HRTEM, and XPS, luminescence properties were systematically analyzed by fluorescence spectra, afterglow decay curves and TL glow curve. Results show that all of Ca0.982–xAl2O4:0.012Eu2+,0.006Nd3+,xGd3+ phosphors belong to monoclinic CaAl2O4, without other cystalline phase. The blue emission at 442 nm is observed, which is assigned to the 4f65d →4f7 transition of Eu2+ ions. Doping with appropriate amount of Gd3+ ions (x = 0.036mol) significantly improves the afterglow properties of phosphors, but the excessive doping of Gd3+ induces the fluorescent quenching. The doping of moderate Gd3+ changes the traps states, the trap depth varies from 0.598 to 0.644 eV and the trap concentration is also greatly improved, thus significantly improving afterglow performance.
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- 2021
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27. Characterization of hot deformation behavior and optimization of hot workability for GH4698 superalloy
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Xiao-Min Chen, Meng-Tao Ning, Hong-Wei Hu, Yong-Cheng Lin, Xiao-Jie Zhou, Jian Zhang, Xian-Zheng Lu, Jian Chen, and Yan-Xing Liu
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Mechanics of Materials ,Mechanical Engineering ,General Materials Science ,Condensed Matter Physics - Published
- 2023
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28. A novel annealing method to uniformly refine deformed mixed grain microstructure of a solution-treated Ni-based superalloy
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Hong-Bin Li, ChengXu Peng, FenYang Zou, Yong-Cheng Lin, Guan-Qiang Wang, Yan-Yong Ma, Wei-Dong Zeng, Cai Jinliang, and Ming-Song Chen
- Subjects
Superalloy ,Grain growth ,Materials science ,Annealing (metallurgy) ,Phase (matter) ,General Engineering ,Nucleation ,Recrystallization (metallurgy) ,General Materials Science ,Growth rate ,Composite material ,Microstructure - Abstract
Increasing static recrystallization (SRX) nucleation rate and decreasing grain growth rate are the main ways to obtain uniform and fine grain microstructure by annealing treatment. However, it is contradictory to raise the SRX nucleation rate and reduce grain growth rate during isothermal annealing treatment. This is because the increase of the SRX nucleation rate needs to raise annealing temperature, while the decline of grain growth rate needs to reduce the annealing temperature. To solve the contradiction, a novel method named cooling recrystallization annealing treatment (CRT) is designed and verified. For the CRT, the relatively high annealing temperature in the primary stage can promote SRX nucleation, and the gradually decreased annealing temperature can reduce the growth rate of SRX grains. Besides, an aged treatment is first carried out to precipitate high content of the δ phase before the CRT. Enough δ phases not only provide large numbers of sites for SRX nucleation but also limit the grain growth due to the pinning effect, especially in the primary high-temperature stage. The results show that the novel method can refine deformed mixed grain microstructure well when the suitable cooling rate, start and final recrystallization annealing temperatures are employed. The deformed mixed grain can be uniformly refined to an average size of 8.26 μm with the route of 900°C×12 h+1020°C→970°C×20 min.
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- 2021
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29. Methods and mechanisms for uniformly refining deformed mixed and coarse grains inside a solution-treated Ni-based superalloy by two-stage heat treatment
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Ming-Song Chen, Yan-Yong Ma, Guan-Qiang Wang, Yong-Cheng Lin, Wei-Dong Zeng, and Hong-Bin Li
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Materials science ,Polymers and Plastics ,Annealing (metallurgy) ,Mechanical Engineering ,Metals and Alloys ,Nucleation ,Recrystallization (metallurgy) ,02 engineering and technology ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Microstructure ,01 natural sciences ,0104 chemical sciences ,Superalloy ,Grain growth ,Storage energy ,Mechanics of Materials ,Materials Chemistry ,Ceramics and Composites ,Grain boundary ,Composite material ,0210 nano-technology - Abstract
The uniform refinement mechanisms and methods of deformed mixed and coarse grains inside a solution-treatment Ni-based superalloy during two-stage annealing treatment have been investigated. The two-stage heat treatment experiments include an aging annealing treatment (AT) and a subsequent recrystallization annealing treatment (RT). The object of AT is to precipitate some δ phases and consume part of storage energy to inhibit the grain growth during RT, while the RT is to refine mixed and coarse grains by recrystallization. It can be found that the recrystallization grains will quickly grow up to a large size when the AT time is too low or the RT temperature is too high, while the deformed coarse grains cannot be eliminated when the AT time is too long or the RT temperature is too low. In addition, the mixed microstructure composed of some abnormal coarse recrystallization grains (ACRGs) and a large number of fine grains can be observed in the annealed specimen when the AT time is 3 h and RT temperature is 980 ℃. The phenomenon attributes to the uneven distribution of δ phase resulted from the heterogeneous deformation energy when the AT time is too short. In the regions with a large number of δ phases, the recrystallization nucleation rate is promoted and the growth of grains is limited, which results in fine grains. However, in the regions with few δ phases, the recrystallization grains around grain boundaries can easily grow up, and the new recrystallization nucleus is difficult to form inside grain, which leads to ACRGs. Thus, in order to obtain uniform and fine annealed microstructure, it is a prerequisite to precipitate even-distributed δ phase by choosing a suitable AT time, such as 12 h. Moreover, a relative high RT temperature is also needed to promote the recrystallization nucleation around δ phase. The optimal annealing parameters range for uniformly refining mixed crystal can be summarized as: 900 ℃×12 h + 990 ℃×(40−60 min) and 900 ℃×12 h + 1000 ℃×(10−15 min).
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- 2021
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30. Effects of spinning parameters on microstructures of ellipsoidal heads during marginal-restraint mandrel-free spinning
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Guo-Dong Pang, Xin-He Li, Yong-Cheng Lin, and Jia-Yang Chen
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First pass ,0209 industrial biotechnology ,Work (thermodynamics) ,Materials science ,Polymers and Plastics ,Mechanical Engineering ,02 engineering and technology ,Microstructure ,Evolution rule ,Ellipsoid ,Industrial and Manufacturing Engineering ,Mandrel ,020303 mechanical engineering & transports ,020901 industrial engineering & automation ,0203 mechanical engineering ,Mechanics of Materials ,Composite material ,Spinning - Abstract
Marginal-restraint mandrel-free spinning is an advanced technology for manufacturing ellipsoidal heads with large diameter-thickness ratios. The effects of spinning parameters on the forming accuracy of ellipsoidal heads have been studied, and optimized spinning parameters have been obtained. The microstructure evolution of a workpiece is usually very complicated in the spinning process. In this work, the influence of spinning parameters on the microstructures of two-pass spun ellipsoidal heads is studied. It is found that the forming angle and feed rate of the first pass, angle between passes, and feed rate of the second pass significantly affect the microstructures. Meanwhile, the evolution rule of the microstructures near the inner and outer surfaces of the spun parts is almost consistent. A large forming angle, large angle between passes, or large feed rate of the second pass are beneficial to obtain uniform microstructures. A small or large feed rate of the first pass reduces the microstructure uniformity. To improve the microstructure uniformity between the inner and outer surfaces, the optimized spinning parameters are determined.
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- 2020
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31. Forming and fracture limits of IN718 alloy at elevated temperatures: Experimental and theoretical investigation
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Yong-Cheng Lin, Swadesh Kumar Singh, Amit Gupta, Gauri Mahalle, Ayush Morchhale, and Nitin Kotkunde
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0209 industrial biotechnology ,Materials science ,Yield (engineering) ,Strategy and Management ,02 engineering and technology ,Management Science and Operations Research ,Flow stress ,021001 nanoscience & nanotechnology ,Industrial and Manufacturing Engineering ,Superalloy ,020901 industrial engineering & automation ,Ultimate tensile strength ,Fracture (geology) ,Formability ,Composite material ,Deformation (engineering) ,0210 nano-technology ,Inconel - Abstract
Forming and fracture forming limit diagrams are significant performance indexes for evaluating the formability of a material. In the present study, experimental and theoretical investigations of the forming and fracture behavior for precipitate-hardenable Inconel 718 superalloy, have been performed at different temperatures (Room temperature (RT) to 700 °C). Firstly, uniaxial tests have been conducted over a temperatures range and quasi-static strain rates (10−4-10−1s−1). Flow stress (tensile) has been found to be significantly affected by variation in test temperatures and strain rates. Further, yielding behavior of IN718 alloy has been predicted based on Hill'48 (r and σ based) and Barlat'89 criteria. Barlat'89 criterion has better predictability of yielding behavior for IN718 alloy at all test temperatures. Subsequently, experimental forming and fracture limit curves have been plotted at different temperatures using Nakazima test. Limiting true strains have been found to be increasing with test temperature for all deformation regions in forming limit diagrams. Marciniak Kuczynski (M-K) and Bao-Wierzbicki (B-W) model coupled with anisotropic yield criteria have been used for theoretical prediction of limiting and failure strains for IN718. The M-K and B-W models coupled with only Barlat'89 criteria have shown a good prediction ability of limiting strains with least root mean square error (RMSE) and average absolute error (AAE).
- Published
- 2020
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32. Effects of solution time and cooling rate on microstructures and mechanical properties of 2219 Al alloy for a larger spun thin-wall ellipsoidal head
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Dan-yang Liu, Dao-Guang He, Xu-Hao Zhu, Yong-Cheng Lin, Qiao Wu, and Xin-He Li
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lcsh:TN1-997 ,Materials science ,Spinning ,Alloy ,Mechanical properties ,02 engineering and technology ,engineering.material ,01 natural sciences ,Biomaterials ,0103 physical sciences ,Ultimate tensile strength ,Water cooling ,Composite material ,lcsh:Mining engineering. Metallurgy ,010302 applied physics ,Precipitation (chemistry) ,Cooling rate ,Solution time ,Metals and Alloys ,021001 nanoscience & nanotechnology ,Microstructure ,Ellipsoid ,Surfaces, Coatings and Films ,Ceramics and Composites ,engineering ,Head (vessel) ,Microstructures ,0210 nano-technology - Abstract
The effects of solution time and cooling rate on microstructures and mechanical properties of 2219 Al alloy for a larger spun thin-wall ellipsoidal head are investigated. It is found that the Al2Cu phases are greatly affected by the solution time. The content of Al2Cu phases first decreases and then stabilizes with increasing the solution time. Moreover, the effects of solution time on the transformation of precipitates are obvious. As the solution time is increased from 35 min to 60 min, almost all the precipitates transfer from GP zones to θ′′ phases. When the solution time is further increased to 110 min, some θ′ phases appear. Meanwhile, the size of θ′′ phases increases, while the density of θ′′ phases drops. These microstructure changes greatly influence the mechanical properties, i.e., the hardness and tensile strengths first increase and then slightly decrease with the continuous increase of the solution time. In addition, if the cooling rate is decreased, the precipitation of coarse equilibrium θ phases is enhanced, but the precipitation of strengthening phases (θ′′, θ′) is restricted. It significantly deteriorates the mechanical properties. Based on the comprehensive analysis, the suitable solution time and cooling method are about 60 min and water cooling.
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- 2020
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33. Balancing strength and ductility by controllable heat-treatment twinning in a near β-Ti alloy
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Yong-Cheng Lin, Xiaoyong Zhang, Wei Chen, and Kechao Zhou
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lcsh:TN1-997 ,Materials science ,Alloy ,Mechanical properties ,02 engineering and technology ,engineering.material ,01 natural sciences ,Biomaterials ,Heat-treatment twin ,0103 physical sciences ,Ultimate tensile strength ,Composite material ,Ductility ,Cross-rolling ,lcsh:Mining engineering. Metallurgy ,010302 applied physics ,Metals and Alloys ,Ultra-fine grain ,Titanium alloy ,021001 nanoscience & nanotechnology ,Surfaces, Coatings and Films ,Ti alloy ,Ceramics and Composites ,engineering ,Elongation ,Dislocation ,0210 nano-technology ,Crystal twinning ,α particles - Abstract
A new thermomechanical process was applied to a near-β Ti-5Al-5Mo-5V-1Cr-1Fe alloy to induce twinning. The resulting combination of ultrafine grains and heat-treatment twins endowed the alloy with excellent tensile strength (1544 MPa) and elongation (13%). β-Field cross-rolling formed micro-sized β grains, and ultrafine α particles precipitated from pre-existing dense dislocation structures and martensites. α-Twinning occurred during heat treatment and continuously evolved with the ongoing heat treatment time. A precisely controlled heat treatment time enabled the distribution of nanosized twins throughout the α laths, simultaneously improving strength and ductility. The results of this study pave the way for the development of customised titanium alloys with significantly improved mechanical properties.
- Published
- 2020
34. The dynamic responses of lamellar and equiaxed near β-Ti alloys subjected to multi-pass cross rolling
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Yaping Lv, Kechao Zhou, Hande Wang, Wei Chen, Chao Chen, Yong-Cheng Lin, and Xiaoyong Zhang
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Equiaxed crystals ,Materials science ,Polymers and Plastics ,Mechanical Engineering ,Alloy ,Metals and Alloys ,02 engineering and technology ,engineering.material ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Microstructure ,01 natural sciences ,0104 chemical sciences ,Mechanics of Materials ,Materials Chemistry ,Ceramics and Composites ,Dynamic recrystallization ,engineering ,Lamellar structure ,Texture (crystalline) ,Composite material ,0210 nano-technology ,Crystal twinning ,Stress concentration - Abstract
This work gives a comparison on the microstructural characteristics, textural discrepancies, and twinning behaviors of lamellar and equiaxed near β-Ti alloys during multi-pass cross rolling with a rolling reduction of 20 %, 50 % and 80 %. The results showed that the restoration mechanism of the alloy in β phase is strongly dependent on the α morphologies, and in comparison, strain path has weaker influences on the grain refinement of the β matrix. Therefore, the texture intensities of both α and β phases were weakened owing to the dynamic recrystallization (DRX) of the two phases in the equiaxed microstructure. While, with regard to the lamellar microstructure, dynamic recovery (DRV) of the β phase predominated, forming elongated β subgrains. Besides, the α and β matrix in lamellar microstructures obeyed the Burgers orientation relationship, which was gradually broken down until the final reduction. Lastly, the 1 1 ¯ 01 twinning exhibits a strong size effect. With the continuous DRX of α phases, the α-twinning is suppressed owing to progressive grain refinement. The activation of β-twinning, namely 332 〈 113 〉 and 112 〈 111 〉 , in near β-Ti alloys is heavily dependent on the deficient β-stabilizing elements and the local stress concentration. These findings provide an effective way to obtain ultra-fine grain microstructures of this alloy.
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- 2020
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35. Modeling Dynamic Recrystallization Behavior in a Novel HIPed P/M Superalloy during High-Temperature Deformation
- Author
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Qiu-Mei Yang, Yong-Cheng Lin, Ming-Song Chen, and Zi-Jian Chen
- Subjects
P/M superalloy ,microstructure evolution ,grain growth ,dynamic recrystallization ,General Materials Science - Abstract
The dynamic recrystallization (DRX) features and the evolution of the microstructure of a new hot isostatic pressed (HIPed) powder metallurgy (P/M) superalloy are investigated by hot-compression tests. The sensitivity of grain dimension and DRX behavior to deformation parameters is analyzed. The results reveal that the DRX features and grain-growth behavior are significantly affected by deformation conditions. The DRX process is promoted with a raised temperature/true strain or a reduced strain rate. However, the grains grow up rapidly at relatively high temperatures. At strain rates of o.1 s−1 and 1 s−1, a uniform microstructure and small grains are obtained. Due to the obvious differences in the DRX rate at various temperatures, the piecewise DRX kinetics equations are proposed to predict the DRX behavior. At the same time, a mathematical model for predicting the grain dimension and the grain growth behavior is established. To further analyze the DRX behavior and the changes in grain dimension, the hot deformation process is simulated. The developed grain-growth equation as well as the piecewise DRX kinetics equations are integrated into DEFORM software. The simulated DRX features are consistent with the test results, indicating that the proposed DRX kinetics equations and the established grain-growth model can be well used for describing the microstructure evolution. So, they are very useful for the practical hot forming of P/M superalloy parts.
- Published
- 2022
36. Microstructure Evolution and a Unified Constitutive Model of Ti-55511 Alloy Compressed at Stepped Strain Rates
- Author
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Yong-Cheng Lin, Song Zhang, Gang Su, Zi-Jian Chen, Zhong Yun, and Dao-Guang He
- Subjects
Equiaxed crystals ,Technology ,Materials science ,titanium alloy ,Constitutive equation ,microstructure ,constitutive model ,Work hardening ,softening mechanisms ,Article ,Phase (matter) ,flow behavior ,General Materials Science ,Lamellar structure ,Composite material ,Microscopy ,QC120-168.85 ,QH201-278.5 ,Engineering (General). Civil engineering (General) ,Microstructure ,TK1-9971 ,Descriptive and experimental mechanics ,Dynamic recrystallization ,Electrical engineering. Electronics. Nuclear engineering ,TA1-2040 ,Deformation (engineering) - Abstract
The flow behavior and microstructure change of the Ti-55511 alloy are investigated by thermal compression experiments with stepped strain rates. The phase transformation features, the dynamic recrystallization (DRX) behavior of the β matrix, the dynamic spheroidization mechanism of the lamellar α phase and the evolution of the β sub-grain size are quantitatively analyzed. A unified constitutive model is constructed to characterize the hot deformation features of the Ti-55511 alloy. In the established model, the work hardening effect is taken into account by involving the coupled effects of the equiaxed and lamellar α phases, as well as β substructures. The dynamic softening mechanisms including the dynamic recovery (DRV), DRX and dynamic spheroidization mechanisms are also considered. The material parameters are optimized by the multi-objective algorithm in the MATLAB toolbox. The consistency between the predicted and experimental data indicates that the developed unified model can accurately describe the flow features and microstructure evolution of the hot compressed Ti-55511 at stepped strain rates.
- Published
- 2021
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37. Microstructural Variation and a Physical Mechanism Model for a Ti-55511 Alloy during Double-Stage Hot Deformation with Stepped Strain Rates in the β Region
- Author
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Zi-Jian Chen, Gang Su, Yang-Chen Xie, Yong-Cheng Lin, Xin-Tao Yan, Zhou Li, Yu-Chi Xia, Yu-Qiang Jiang, and Dao-Guang He
- Subjects
Technology ,Materials science ,titanium alloy ,Alloy ,Nucleation ,constitutive model ,engineering.material ,Article ,hot deformation ,General Materials Science ,Composite material ,Microscopy ,QC120-168.85 ,QH201-278.5 ,Titanium alloy ,Strain rate ,Microstructure ,Engineering (General). Civil engineering (General) ,TK1-9971 ,Descriptive and experimental mechanics ,engineering ,Dynamic recrystallization ,Electrical engineering. Electronics. Nuclear engineering ,Dislocation ,Deformation (engineering) ,TA1-2040 ,microstructural change - Abstract
The microstructural variation and high-temperature flow features of a Ti-55511 alloy in the β region are studied by utilizing double-stage compression with a stepped strain rate. The results demonstrate that the stresses in the latter stage of hot compression markedly reduce as the strain at the previous stage or the strain rate at the previous/latter stage drops. Moreover, the annihilation/interaction of substructures is promoted, and the distinct refinement of the dynamic recrystallization (DRX) in the β grain can be found. However, the coarsening of the β grain and the consumption of dislocation substructures are accelerated at high temperatures. Furthermore, the principal DRX nucleation mechanism of the Ti-55511 alloy during double-stage compression with a stepped strain rate in the β region is discontinuous DRX. Additionally, by using the microstructural variation characteristics related to the forming parameters, a physical mechanism equation is modeled to forecast the forming features, the DRX fraction, and the size of the β grain in the investigated alloy. The forecasted results are in accordance with the tested results, indicating that the established model can accurately forecast the microstructure variation and flow features of the studied alloy.
- Published
- 2021
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38. Marginal-restraint mandrel-free spinning process for thin-walled ellipsoidal heads
- Author
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Xin-He Li, Dao-Guang He, Yong-Cheng Lin, Jia-Yang Chen, and Jian Yang
- Subjects
0209 industrial biotechnology ,Work (thermodynamics) ,Fabrication ,Materials science ,Polymers and Plastics ,Mechanical Engineering ,Process (computing) ,Thin walled ,02 engineering and technology ,Ellipsoid ,Industrial and Manufacturing Engineering ,Finite element method ,Mandrel ,020303 mechanical engineering & transports ,020901 industrial engineering & automation ,0203 mechanical engineering ,Mechanics of Materials ,Composite material ,Spinning - Abstract
Metal sheet spinning is an advanced near-net forming technology for the manufacture of thin-walled ellipsoidal heads. The exact control of dimensional accuracy, however, is a considerable problem for spinning thin-walled parts with large diameter-to-thickness ratios. In this work, a marginal-restraint mandrel-free spinning process with two passes is proposed for the fabrication of thin-walled ellipsoidal heads without wrinkling. A finite element model is established and verified to study the influences of spinning parameters on the dimensional precision of thin-walled ellipsoidal heads. It is found that the spinning parameters considerably influence the deviations of wall thickness and contour characteristics. A small forming angle or small roller fillet radius during the first pass spinning, as well as the small angle between passes or high feed ratio during the second pass spinning, can improve the wall thickness precision. Meanwhile, as the forming angle or feed ratio is increased during the first pass spinning, the contour precision initially increases and then decreases. During the second pass spinning, the contour precision can be improved at a small angle between passes, whereas it deteriorates at a larger roller installation angle. The optimized spinning parameters are obtained and verified by experiments.
- Published
- 2020
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39. Cu/Li Ratio on the Microstructure Evolution and Corrosion Behaviors of Al–xCu–yLi–Mg Alloys
- Author
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Rui-feng Zhang, Jin-feng Li, Xu-hu Zhang, Yong-lai Chen, Yong-Cheng Lin, Dan-yang Liu, and Peng-cheng Ma
- Subjects
010302 applied physics ,Materials science ,Mg alloys ,Metallurgy ,Alloy ,Metals and Alloys ,02 engineering and technology ,Intergranular corrosion ,engineering.material ,021001 nanoscience & nanotechnology ,Microstructure ,Electrochemistry ,01 natural sciences ,Industrial and Manufacturing Engineering ,Corrosion ,Phase (matter) ,0103 physical sciences ,engineering ,Grain boundary ,0210 nano-technology - Abstract
The microstructure evolution and the corrosion feature of Al–xCu–yLi–Mg alloys (x:y = 0.44, 1.65 and 4.2) were systematically investigated under the same artificial aging conditions. The relationships between types of precipitates and mechanical performance, as well as electrochemical behaviors, were discussed. Our results show that different types of precipitates can be obtained in alloys with different Cu/Li mass ratios, which significantly influences the mechanical performance of the alloys and substantial corrosion behaviors. Specifically, the analogous corrosion evolution in the aging Al–xCu–yLi–Mg alloys was first ascertained to be derived from the growth mechanism of the precipitates at the grain boundary (GB). Moreover, a small number of GB precipitates can be obtained in the aged alloy with the lowest Cu/Li mass ratio, thereby resulting in the largest intergranular corrosion resistance. A higher proportion of the GB T1 phase in the continuous precipitates induces higher corrosion sensitivity in alloy with a high Cu/Li mass ratio.
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- 2020
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40. Influences of feed rate and wall thickness reduction on the microstructures of thin-walled Hastelloy C-276 cylindrical parts during staggered spinning
- Author
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Shu-Sheng Qian, Jun-Quan Wang, Yong-Cheng Lin, Xiao-Min Chen, Hui Yang, and Li Xinhe
- Subjects
0209 industrial biotechnology ,Work (thermodynamics) ,Materials science ,Mechanical Engineering ,02 engineering and technology ,Deformation (meteorology) ,Microstructure ,Industrial and Manufacturing Engineering ,Computer Science Applications ,Physics::Fluid Dynamics ,020901 industrial engineering & automation ,Deformation mechanism ,Control and Systems Engineering ,Cylinder ,Condensed Matter::Strongly Correlated Electrons ,Composite material ,Wall thickness ,Reduction (mathematics) ,Spinning ,Software - Abstract
Staggered spinning is an advanced method to manufacture thin-walled cylindrical parts. The microstructure evolution, which dominantly influences the overall performance, is very complex during the staggered spinning of Ni-based cylinder. In this work, the influences of feed rate and wall thickness reduction on the microstructures of a thin-walled Hastelloy C-276 cylinder during staggered spinning are investigated. It is found that the deformation of parts is highly inhomogeneous, and the microstructures are sensitive to the feed rate and wall thickness reduction during the staggered spinning. When the wall thickness reduction is small, the single slip is responsible for the deformation of grains. The deformation mechanism changes from single slip to cross slip with the increase of wall thickness reduction. Moreover, the uniform deformation of thin-walled Hastelloy C-276 cylinder can be obtained when the feed rate is about 0.8 mm/r or the wall thickness reduction is about 44.1%. These findings provide guidance for controlling the microstructures of thin-walled cylindrical parts during staggered spinning.
- Published
- 2020
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41. A Novel Active Contour Model Guided by Global and Local Signed Energy-Based Pressure Force
- Author
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Yong-Cheng Lin, Huaxiang Liu, Zijian Zhang, and Jiangxiong Fang
- Subjects
Active contour model ,Image segmentation ,General Computer Science ,active contour ,Computer science ,General Engineering ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,020206 networking & telecommunications ,02 engineering and technology ,intensity inhomogeneity ,Regularization (mathematics) ,signed pressure force ,Term (time) ,Image (mathematics) ,Noise ,Robustness (computer science) ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,General Materials Science ,lcsh:Electrical engineering. Electronics. Nuclear engineering ,Algorithm ,lcsh:TK1-9971 ,Energy (signal processing) - Abstract
Active contour models (ACMs) have been widely applied in the field of image segmentation. However, it is still very challenging to construct an efficient ACM to segment images with intensity inhomogeneity. In this paper, a novel ACM guided by global and local signed energy-based pressure force (GLSEPF) is proposed. First, by computing the energy difference between the inner and outer energies of the evolution curve, a global signed energy-based pressure force (GSEPF) is designed, which can improve the robustness to initial curves. Second, a local signed energy-based pressure force (LSEPF) is introduced by computing the pixel-by-pixel energy difference within local neighborhood region, which can handle images with intensity inhomogeneity and noise. Finally, the global image information and the local energy information are used for the global and local force propagation functions, respectively. The global and local variances are used to automatically balance the weights of the GSEPF and the LSEPF, which can solve the problem of setting parameters. Meanwhile, a regularization term and a penalty term are applied to avoid the re-initialization process during iterations and smooth the level set function. Experimental results on different types of images demonstrate that the proposed model is more robust than the popular region-based and mixed ACMs for segmenting images with intensity inhomogeneity and noise. The code is available at: https://github.com/HuaxiangLiu/GLSEPF/.
- Published
- 2020
42. A design framework for optimizing forming processing parameters based on matrix cellular automaton and neural network-based model predictive control methods
- Author
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Fan Wu, Dongdong Chen, and Yong-Cheng Lin
- Subjects
Work (thermodynamics) ,Artificial neural network ,Computer science ,Applied Mathematics ,Control engineering ,02 engineering and technology ,Material Design ,01 natural sciences ,Cellular automaton ,Superalloy ,Nonlinear system ,Matrix (mathematics) ,Model predictive control ,020303 mechanical engineering & transports ,0203 mechanical engineering ,Modeling and Simulation ,0103 physical sciences ,010301 acoustics - Abstract
The advanced modelling/simulating method and the effective optimization/controlling strategy relying on knowledge-based systems are highly demanded in industrial manufacturing of alloy components. In this work, based on the advantages of cellular automaton (CA) simulation and neural network-based model predictive control (NNMPC) methods, a material design framework is developed to optimize processing parameters for the designed target microstructures of alloys. In this framework, a matrix CA simulation method is developed to accurately and quickly describe the variations of microstructures with processing parameters. NNMPC, which is an effective control method for nonlinear and multi-objective system, is utilized to online optimize processing parameters according to the designed target microstructures. Based on the optimized processing parameters, the hot compressive deformation tests of a Ni-based superalloy are conducted to verify the effectiveness of the developed framework. The experimental results well agree with the simulated/designed ones, which implies that the developed material design framework can effectively optimize processing parameters for the designed target microstructures. Also, the developed material design framework is used to obtain the uniform and fine microstructures of a Ni-based superalloy.
- Published
- 2019
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43. Stacked Auto-Encoder Network to Predict Tensile Deformation Behavior of a Typical Nickel-Based Superalloy Considering Portevin–Le Chatelier Effects
- Author
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Hui Yang, Dao-Guang He, Yong-Cheng Lin, and Dongdong Chen
- Subjects
Materials science ,020502 materials ,Layer by layer ,Flow (psychology) ,Metals and Alloys ,Portevin–Le Chatelier effect ,02 engineering and technology ,Deformation (meteorology) ,Condensed Matter Physics ,Superalloy ,0205 materials engineering ,Mechanics of Materials ,Solid mechanics ,Ultimate tensile strength ,Materials Chemistry ,Composite material ,Network model - Abstract
The intermediate-temperature (473–973 K) deformation behavior of a nickel-based superalloy is researched by uniaxial tensile experiments. It is observed that the flow characteristics and the Portevin–Le Chatelier (PLC) effects are significantly affected by the thermo-mechanical parameters. The serrated flow features are obvious under the testing conditions. A stacked auto-encoders (SAEs) network model is proposed for predicting the flow behaviors of the researched superalloy. The architecture of the established SAEs model is optimized layer by layer. The best number of hidden layer is 3, and the nodes per hidden layer are 15, 20 and 50, respectively. The excellent prediction ability suggests that the developed SAEs model can well reconstruct the intermediate-temperature flow behavior involving the PLC effects of the researched superalloy.
- Published
- 2019
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44. Formation mechanism of large grains inside annealed microstructure of GH4169 superalloy by cellular automation method
- Author
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Guan-Qiang Wang, Zong-Huai Zou, Yong-Cheng Lin, Hong-Bin Li, and Ming-Song Chen
- Subjects
Materials science ,Polymers and Plastics ,Annealing (metallurgy) ,Mechanical Engineering ,Cellular automation ,Metals and Alloys ,Nucleation ,Recrystallization (metallurgy) ,02 engineering and technology ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Microstructure ,01 natural sciences ,0104 chemical sciences ,Superalloy ,Mechanics of Materials ,Homogeneous ,Materials Chemistry ,Ceramics and Composites ,Growth rate ,Composite material ,0210 nano-technology - Abstract
In authors’ previous work [Mater. Charact. 141 (2018) 212–222], it was found that the heterogeneous deformed microstructures can be replaced by the relatively homogeneous recrystallized grains through an annealing treatment. However, there are still some relatively large recrystallized grains. To find the reasons for the formation of large grains, some new annealing treatment tests were done, and the cellular automation (CA) simulations were carried out in the present work. The experimental results showed that the microstructural evolution during annealing treatment is significantly affected by the content of δ phase. So, the effects of δ phase on the nucleation and growth of grains are carefully considered in the CA model to accurately simulate the microstructural evolution behavior. By the CA simulation, it is found that the dislocation density rapidly decreases due to the nucleation of static recrystallization (SRX) and the growth of dynamc recrystallization (DRX) nuclei at the early stage of annealing. The high initial dislocation density can provide the high velocity for the growth of DRX nuclei, which is responsible for the formation of coarse grains. However, the growth rate of SRX nuclei is relatively small due to the low dislocation density and pinning effects of δ phase.
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- 2019
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45. Staggered spinning of thin-walled Hastelloy C-276 cylindrical parts: Numerical simulation and experimental investigation
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Xin-He Li, Xiao-Min Chen, Shu-Sheng Qian, Hui Yang, and Yong-Cheng Lin
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Work (thermodynamics) ,Materials science ,Computer simulation ,Mechanical Engineering ,Rotational symmetry ,Thin walled ,Building and Construction ,Finite element method ,Material flow ,Physics::Fluid Dynamics ,Condensed Matter::Strongly Correlated Electrons ,Composite material ,Reduction (mathematics) ,Spinning ,Civil and Structural Engineering - Abstract
Staggered spinning is a cost-effective method to manufacture axisymmetric components, especially for the ultrathin cylindrical parts. However, due to the complex material flow behavior during staggered spinning of Ni-based thin-walled cylindrical parts, the accurate control of geometric precision is still a great challenge. In this work, a three-dimensional (3D) finite element model (FEM) is developed to investigate the effects of staggered spinning parameters on the dimensional accuracy of a thin-walled Hastelloy C-276 cylindrical part. It is found that the deviations of wall thickness and inner diameter are sensitive to spinning parameters. Based on the results from the finite element analysis, the optimized spinning parameters are obtained for the studied thin-walled cylindrical part, i.e., an appropriate wall thickness reduction range is 30%–40% during the single pass spinning. Meanwhile, the effects of feed ratio on the uniformities of wall thickness and inner diameter are significant, and a suitable feed ratio is 0.8 mm/r. Finally, the industrial three-roller staggered spinning experiments are carried out to verify a fact that the developed FEM, as well as the optimized spinning parameters, can be effectively used for the staggered spinning of thin-walled Hastelloy C-276 cylindrical parts.
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- 2019
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46. Phase transformation and dynamic recrystallization behaviors in a Ti55511 titanium alloy during hot compression
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Xiaoyong Zhang, Li-Hua Wang, Qiao Wu, Dao-Guang He, Yong-Cheng Lin, Chao Chen, Jian Huang, and Kechao Zhou
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Materials science ,Mechanical Engineering ,Metals and Alloys ,Titanium alloy ,02 engineering and technology ,Strain rate ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Microstructure ,01 natural sciences ,0104 chemical sciences ,Mechanics of Materials ,Phase (matter) ,Materials Chemistry ,Dynamic recrystallization ,Lamellar structure ,Compression (geology) ,Deformation (engineering) ,Composite material ,0210 nano-technology - Abstract
Hot compression experiments of a Ti55511 titanium alloy are conducted to study the phase transformation characteristics and dynamic recrystallization (DRX) behavior. It is found that the fraction of α phase decreases with increasing the strain rate or deformation amount. Meanwhile, the original lamellar α phases easily transform into the spheroidal and bulk α phases at larger deformation amounts or higher strain rates. Most of α phases disappear and the final microstructures are mainly β phases when the temperature is over 800 °C. The DRX degree rises with raising the deformation amount or decreasing the strain rate. However, the DRX behavior becomes weaken with raising the deformation temperature. α phases are evenly distributed around β phases during hot compressive deformation, which not only restrains the growth of β phases but also promotes the DRX process of β phases. In addition, the geometric DRX takes place within α phases, while the continuous DRX occurs within β phases during the hot compression.
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- 2019
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47. A strategy to control microstructures of a Ni-based superalloy during hot forging based on particle swarm optimization algorithm
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Yong-Cheng Lin, Dongdong Chen, and Xiao-Min Chen
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0209 industrial biotechnology ,Materials science ,Polymers and Plastics ,Optimality criterion ,Mechanical Engineering ,Recrystallization (metallurgy) ,Particle swarm optimization ,02 engineering and technology ,Strain rate ,Microstructure ,Industrial and Manufacturing Engineering ,Grain size ,Forging ,Superalloy ,020303 mechanical engineering & transports ,020901 industrial engineering & automation ,0203 mechanical engineering ,Mechanics of Materials ,Algorithm - Abstract
In this study, a strategy based on the particle swarm optimization (PSO) algorithm is developed to control the microstructures of a Ni-based superalloy during hot forging. This strategy is composed of three parts, namely, material models, optimality criterions, and a PSO algorithm. The material models are utilized to predict microstructure information, such as recrystallization volume fraction and average grain size. The optimality criterion can be determined by the designed target microstructures and random errors. The developed strategy is resolved using the PSO algorithm, which is an intelligent optimal algorithm. This algorithm does not need a derivable objective function, which renders it suitable for dealing with the complex hot forging process of alloy components. The optimal processing parameters (deformation temperature and strain rate) are obtained by the developed strategy and validated by the hot forging experiments. Uniform and fine target microstructures can be obtained using the optimized processing parameters, which indicates that the developed strategy is effective for controlling the microstructural evolution during the hot forging of the studied superalloy.
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- 2019
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48. Microstructure Characteristics and Comparative Analysis of Constitutive Models for Flow Stress Prediction of Inconel 718 Alloy
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Yong-Cheng Lin, Amit Gupta, Ravindran Sujith, Nitin Kotkunde, Swadesh Kumar Singh, and Gauri Mahalle
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010302 applied physics ,Materials science ,Mechanical Engineering ,Constitutive equation ,Fractography ,02 engineering and technology ,Flow stress ,021001 nanoscience & nanotechnology ,Microstructure ,01 natural sciences ,Brittleness ,Mechanics of Materials ,0103 physical sciences ,Dynamic recrystallization ,General Materials Science ,Composite material ,Deformation (engineering) ,0210 nano-technology ,Electron backscatter diffraction - Abstract
An accurate constitutive model is essential for analyzing deformation behavior of material and reliable numerical simulations in metal forming processes. In this study, hot tensile tests of Inconel 718 alloy have been conducted over a wide range of temperatures (300-973 K at an interval of 100 K), strains (0.01-0.3 at an interval of 0.01) and quasi-static strain rates (0.0001, 0.001, 0.01 s−1). Flow stress behavior is significantly affected by test temperatures and strain rates. Microstructure characteristics of deformed test specimens have been examined using scanning electron microscope and electron backscatter diffraction (EBSD). The fractography study revealed that fracture is mix-mode type, i.e., ductile and brittle. Subsequently, EBSD analysis shown that dynamic recrystallization mechanism is more pronounced at a higher temperature. Furthermore, four constitutive models, namely modified Cowper–Symonds, modified Johnson Cook, modified Zerillie-Armstrong and integrated Johnson Cook–Zerillie-Armstrong (JC-ZA) models have been investigated for flow stress prediction. Capability of models has been evaluated based on the correlation coefficient (R), average absolute error (Δ) and its standard deviation (δ). Accurate prediction of flow stress behavior is found by integrated JC-ZA model with R = 0.9873, Δ = 2.44 and δ = 4.08%.
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- 2019
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49. Microstructural evolution and grain refinement mechanisms of a Ni-based superalloy during a two-stage annealing treatment
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Hong-Bin Li, Yong-Cheng Lin, Zong-Huai Zou, Guan-Qiang Wang, Ming-Song Chen, and Yan-Yong Ma
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010302 applied physics ,Materials science ,Annealing (metallurgy) ,Precipitation (chemistry) ,Mechanical Engineering ,Nucleation ,Recrystallization (metallurgy) ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,Microstructure ,01 natural sciences ,Grain size ,Grain growth ,Mechanics of Materials ,0103 physical sciences ,General Materials Science ,Composite material ,0210 nano-technology ,Pinning force - Abstract
In authors' previous work [Mater. Charact., 141(2018)212–222], it was found that the heterogeneous deformed microstructures can be replaced by the relatively homogeneous recrystallized grains through a single annealing treatment. However, there are still some relatively large recrystallized grains. In this study, two-stage annealing treatment tests for the deformed samples are designed to better refine the grains and improve the homogeneity. Results showed that the two-stage annealing treatment can better refine grains and improve the microstructural homogeneity compared with single annealing treatment. Thus, the more uniform distribution of grains is obtained. Based on the new experimental findings, the mechanisms for refining and homogenizing the deformed coarse grains are discussed. It is found that the δ phase can easily precipitate around the boundaries of recrystallization grains in the first annealing stage when the temperature is 900°C. The precipitated δ phase can effectively inhibit the grain growth. However, with increasing annealing time, the precipitation rate of δ phase gradually decreases due to the decreased Nb element content. So, the pinning force becomes smaller and smaller, and the follow-up formed recrystallization grains grow to a relatively large size. Therefore, the holding time of first stage annealing treatment has a great influence on the final grain size and the content of δ phase. During the second stage annealing treatment, the increasing nucleation rate induced by the higher temperature and the pinning effects of δ phase make the uniform and fine grains. The feasible parameters are as follows: the first stage annealing treatment is 900°C for 9–12 h and the second stage annealing treatment is 980°C for 60 min.
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- 2019
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50. Precipitation behavior of a β-quenched Ti-5Al-5Mo-5V-1Cr-1Fe alloy during high-temperature compression
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Xiaoyong Zhang, Dongdong Chen, Chao Chen, Yu-Qiang Jiang, Kechao Zhou, Qian-Wei Wang, Xin-Gang Liu, and Yong-Cheng Lin
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010302 applied physics ,Materials science ,Precipitation (chemistry) ,Mechanical Engineering ,Alloy ,02 engineering and technology ,Flow stress ,engineering.material ,Strain rate ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,01 natural sciences ,Mechanics of Materials ,0103 physical sciences ,engineering ,Dynamic recrystallization ,General Materials Science ,Grain boundary ,Deformation (engineering) ,Composite material ,0210 nano-technology ,Softening - Abstract
The precipitation behavior of α phase in a β-quenched Ti-55511 alloy during high-temperature compression is investigated. The influences of deformation parameters on the flow characteristics, microstructural evolution, as well as the precipitation behavior of α phase, are discussed. Results show that the flow stress features and the dominant softening mechanism are sensitive to the deformation parameters. At low strain rates or high deformation temperatures, the main softening mechanism is dynamic recovery. But, the dynamic recrystallization becomes the dominant softening mechanism at high strain rates or low temperatures. At low strain rates, the continuous strengthening, induced by the pinning effect of α precipitates, happens at the late period of deformation. Distribution of α precipitates is not greatly affected by deformation parameters. In the region near β grain boundary, α precipitates are densely distributed with few orientations. While in the central region of β grain, the α precipitates are distributed a bit more sparsely with several scattering orientations. In addition, with increasing deformation temperature, the content, aspect ratio and size of α phases decrease. However, with increasing strain rate, the content, aspect ratio and size first increase and then decrease. Furthermore, the peak value of aspect ratio appears at 0.01 s−1.
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- 2019
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