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1. Exploring the Potential of Flow Batteries for Large-Scale Energy Storage Systems

Author

Yadav Kanchan, Alsalami Zaid, Priydarshini G Kala, Vaidya P.R., Thangam V. Thirumani, Kshirsagar Kundalik, and Sujatha M.S.

Subjects
flow batteries, large-scale energy storage, renewable energy integration, vanadium redox, grid stability, Environmental sciences, GE1-350
Abstract

Flow batteries have emerged as a promising technology for large-scale energy storage, offering unique advantages in terms of scalability, safety, and long cycle life. This paper explores the potential of flow batteries to support renewable energy integration and grid stability, analyzing their operational mechanisms, performance characteristics, and economic feasibility. A comprehensive review of various flow battery chemistries, such as vanadium redox and zinc- bromine, highlights the benefits and challenges associated with each type. Furthermore, the study addresses the role of flow batteries in addressing the intermittency of renewable energy sources, such as wind and solar power, emphasizing their suitability for utility-scale applications. Future developments and ongoing research efforts aimed at enhancing efficiency, reducing costs, and improving sustainability are also discussed, providing insight into the advancements required for widespread adoption of this technology.

Published
2024
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2. Impact of Energy Storage Technologies on Grid-Connected Renewable Energy Systems

Author

Al-Fatlawy X. Ramy Riad, Senthilkumar S., M Jeyalaxmi, Borse N.V., Yadav Kanchan, Landage Milind, and Babu D. Suresh

Subjects
energy storage technologies, grid-connected renewable energy, grid stability, renewable energy integration, intermittency mitigation, Environmental sciences, GE1-350
Abstract

The inclusion of renewable energy into the grid causes issues thanks to the intermittent features of sources such as solar and wind. Energy storage technologies are crucial for grid reliability and efficiency. This study explores how batteries, pumped hydro, and flywheels affect grid-connected renewable energy systems. A thorough investigation is made on how energy storage mitigates difficulties such as voltage regulation, frequency control, and load balancing. Economics, environment, cost-benefit analysis, and sustainability are also considered. The analysis underlines the capacity of energy storage to ease the intermittency of renewable energy, while also emphasizing the technical, regulatory, and market constraints that must be solved for extensive deployment. The results imply that improvements in storage technologies are vital for reaching a more resilient, stable, and sustainable system driven by renewable energy.

Published
2024
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3. Reducing Greenhouse Gas Emissions in Transportation using Electric Vehicles and Simulation Modeling

Author

Sehgal Archana, Raju V. Siva Prasada, K Chidananda, Mishra Saket, Mishra Neeti, Malhotra Abhiraj, Yadav Kanchan, and Al-Fatlawy Ramy Riad

Subjects
operational excellence, greenhouse gas emission, key performance indicators, supply chain dynamics, electric vehicle, technology integration, Environmental sciences, GE1-350
Abstract

This research elucidates the pursuit of operational excellence in greenhouse gas emission, employing a multifaceted approach to analyze key performance indicators (KPIs), supply chain dynamics, electric vehicle, and technology integration. The investigation reveals a consistent improvement in production efficiency, with an average increase of 0.53%, reduced downtime by an average of 5 hours per month, and a marginal decrease in cycle time. Supply chain metrics exhibit commendable performance, with an average on-time delivery rate of 93.0%, order accuracy of 97.9%, and lead time of 5.5 days. Electric vehicle showcases a strategic investment with an average of 19 hours per month, leading to certifications such as Level 3 and Level 4 for advanced machine operations and programming CNC machines. The integration of advanced technologies demonstrates substantial efficiency improvements, with IoT sensors contributing to a 20% increase, automated robotics showcasing a remarkable 35% enhancement, and advanced data analytics and augmented reality (AR) each exhibiting 25% and 30% improvements, respectively. The findings collectively underscore the interconnected strategies driving operational excellence in greenhouse gas emission, providing valuable insights for organizational decision-making.

Published
2024
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4. Energy Harvesting from Waste Heat using Thermoelectric Generators

Author

Bhalla Lalit, Siri Dharmapuri, Kakarla Udaya Sri, Singh Dhiraj, Bisht Deepa, Singh Amanveer, Yadav Kanchan, and Alsalami Zaid

Subjects
lean manufacturing, teg, material requirements planning (thermal gradients), thermal gradients, operational efficiency, Environmental sciences, GE1-350
Abstract

This research examines the synergistic benefits and impact of Thermoelectric Generators (TEGs) in energy harvesting, emphasizing their contribution to improving system efficiency via appropriate integration with energy management systems. The empirical findings indicate a significant 15% enhancement in energy conversion efficiency via enhanced waste heat recovery using TEGs, coupled with an 8% augmentation in total system performance attributable to sophisticated energy management strategies. Furthermore, there is a notable 10% decrease in energy losses, achieved by meticulous management of temperature gradients and regulation of power output. Total Energy Efficiency Metrics indicate a 12.5% enhancement in energy usage, a 2% decrease in system downtime attributable to the improved dependability of TEG units, and a 4°C reduction in average operating temperature, hence assuring increased lifespan of the devices. These findings underscore the practical advantages of integrating TEGs into waste heat recovery systems, enhancing the ongoing discussion on sustainable energy solutions by offering definitive proof of their effectiveness and the collaborative effect they exert on energy harvesting and system efficiency.

Published
2024
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5. From Detection to Recovery: The Promise of AI in Managing Postpartum Depression in India

Author

Shah Priyanka and Yadav Kanchan

Subjects
post-pregnancy depression, artificial intelligence, healthcare technology, mental health in india, Environmental sciences, GE1-350
Abstract

Post-Partum Depression (PPD) influences an enormous number of new mothers in India and impacts both the well-being and improvement of their posterity as well as the new mothers' prosperity. To upgrade PPD location, treatment, and the executives in different medical care settings in India, this exploration researches the conceivable outcomes of using computerized reasoning (simulated intelligence). The study examines how AI technologies could be incorporated into existing healthcare systems to control PPD. This incorporates handling issues like the shortage of psychological wellness subject matter experts, the shame related to emotional well-being, and the shortfall of fitting and delicate screening procedures. Through simulated intelligence calculations, normal language handling, and manmade intelligence-driven chatbots for treatment, it underscores leap forwards in artificial intelligence that permit early discovery and individualized treatment regimens. The paper also discusses the ethical implications of AI technology, such as concerns regarding privacy and the requirement for long-term research to evaluate the continued effectiveness of AI tools. Future drives center around carrying artificial intelligence applications to oppressed populaces and fortifying the joining of these innovations with traditional medical care administrations to give an exhaustive and solid strategy for PPD executives in India.

Published
2024
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6. Tunning self-assembled phases of bovine serum albumin via hydrothermal process to synthesize novel functional hydrogel for skin protection against UVB

Author

Yadav Kanchan, Das Megha, Mishra Nitesh Kumar, Chhabra Anuj, Mishra Archana, Srivastava Sunita, Sharma Poonam, Yadav Sanjeev Kumar, and Parmar Avanish Singh

Subjects
hydrogel, self-assembly, skin protection, uvb, Technology, Chemical technology, TP1-1185, Physical and theoretical chemistry, QD450-801
Published
2022
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8. Digital Dimensions: Unveiling the Potential of E-Design and Virtual Prototyping

Author

Yadav Kanchan, Chirade Sagar, Banerjee Malay, Sharma Manish, Ramya N. Sri, Aravinda K., and Alwan Adil Abbas

Subjects
Environmental sciences, GE1-350
Abstract

The design and prototyping processes have undergone significant transformation due to the emergence of E-Design and Virtual Prototyping in a time marked by remarkable technological progress. This study examines the significant influence of digital aspects on several industries, providing a comprehensive analysis of their potential for transformation. E-Design comprises a wide range of digital tools and processes that aid in the inception, development, and refining of design ideas. Through the utilisation of computer-aided design (CAD), virtual reality (VR), and augmented reality (AR), E-Design has emerged as a platform that facilitates novel opportunities for creative expression and collaborative endeavours. This technology empowers designers and engineers to surpass the limitations imposed by geographical distances, thereby promoting international collaboration and facilitating the emergence of interdisciplinary creativity. In contrast, Virtual Prototyping provides a dynamic platform that enables the iterative enhancement of prototypes, free from the restrictions imposed by physical constraints. By employing intricate simulations and digital twinning techniques, this approach expedites the cycle of product development, diminishes expenses, and mitigates the adverse effects on the environment. The rise of Virtual Prototyping has facilitated equal access to prototyping, hence enabling startups and small enterprises to engage in the process. This study examines case studies in several industries, including automotive, aerospace, architecture, and healthcare, to demonstrate the transformative impact of E-Design and Virtual Prototyping on product development and project lifecycles. This study investigates the obstacles and ethical implications linked to E-Design and Virtual Prototyping, encompassing concerns regarding data security, intellectual property rights, and the digital divide. This highlights the necessity of practising responsible innovation and implementing ethical principles in order to effectively navigate this revolutionary environment.

Published
2023
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14. Web Server Solution for Community-Centric Market Listing Network with Category Filters

Author

Singh, Sandeep, Alkhayyat, Ahmed, Yadav, Kanchan, Misra, Neeti, Singh, Indrasen, Dogra, Ayush, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Abraham, Ajith, editor, Bajaj, Anu, editor, Hanne, Thomas, editor, and Siarry, Patrick, editor

Published
2024
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15. Gesture Recognition to Text Conversion for Human-Computer Interaction Through Computer Vision Technology

Author

Goyal, Bhawna, Yadav, Kanchan, Alkhayyat, Ahmed, Sharma, Lovneesh, Singh, Devendra, Dogra, Ayush, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Abraham, Ajith, editor, Bajaj, Anu, editor, Hanne, Thomas, editor, and Siarry, Patrick, editor

Published
2024
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16. Human–Computer Interaction: Comparison of Different Contributions Based on Opinion and Survey

Author

Dixit, Krishnakant, Yadav, Kanchan, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Tyagi, R. K., editor, Gupta, Pallav, editor, Das, Prosenjit, editor, and Prakash, Rajiv, editor

Published
2024
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27. Modeling and Performance Evaluation of Pelamis Wave Energy Converter Considering Indian Economic Estimates

Author

Dixit, Krishnakant, Yadav, Kanchan, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Sharma, Rohit, editor, Kannojiya, Ravindra, editor, Garg, Naveen, editor, and Gautam, Sachin S., editor

Published
2023
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36. Contributors

Author

Anand, Gautam, primary, Argenta, Debora Fretes, additional, Ávila, Patrícia F., additional, Biely, Peter, additional, Brenelli, Lívia Beatriz, additional, Bretas, Aline Soares, additional, Buckeridge, Marcos S., additional, Cadamuro, Rafael Dorighello, additional, Camassola, Marli, additional, Caon, Thiago, additional, Cavalini, Wagner Mansano, additional, Cipolatti, Eliane P., additional, Collograi, Karen Cristina, additional, Constantin, Rodrigo Polimeni, additional, Costa, Aline Carvalho da, additional, da Silva, João Vitor Furtado, additional, Dalastra, Caroline, additional, de Almeida, Ana Carolina Pinto, additional, de Araujo, Evandro Ares, additional, de Freitas, Lucas Almeida, additional, de Lima, Tatiani Brenelli, additional, de Oliveira, Marco Aurélio Schüler, additional, de Oliveira Andrade, Maxuel, additional, de Souza, Ticiane Cavalcante, additional, dos Santos, Clelton Aparecido, additional, dos Santos, Wanderley Dantas, additional, Dutra, Luciana, additional, Espinheira, Roberta Pereira, additional, Fé, Luana X.S.G.M., additional, Ferrarese-Filho, Osvaldo, additional, Fongaro, Gislaine, additional, Fontana, Roselei Claudete, additional, Freire, Denise Maria Guimarães, additional, Generoso, Wesley Cardoso, additional, Goldbeck, Rosana, additional, Gonçalves, Luciana Rocha Barros, additional, Ienczak, Jaciane Lutz, additional, John, Jinu, additional, Joia, Breno Miguel, additional, Jorge, Fernanda Thimoteo Azevedo, additional, Khambhaty, Yasmin, additional, Klanovicz, Natalia, additional, Krieger, Nadia, additional, Kubeneck, Simone, additional, Leitão, Viridiana Santana Ferreira, additional, Manoel, Evelin A., additional, Marchiosi, Rogério, additional, Martins, Manoela, additional, Miguez, Ingrid Santos, additional, Mitchell, David Alexander, additional, Morais, Mariana Abrahão Bueno, additional, Murakami, Mario Tyago, additional, Oliveira, Ravena Casemiro, additional, Pereira, Isabela de Oliveira, additional, Petkowicz, Carmen Lucia de Oliveira, additional, Pin, Thaynara Coradini, additional, Pinto, Martina C.C., additional, Poletto, Patrícia, additional, Puchart, Vladimír, additional, Rabelo, Sarita Cândida, additional, Rauber, Gabriela Schneider, additional, Reena, R., additional, Ribeiro, Laiza Brito, additional, Santos, Camila Ramos, additional, Schneider, Willian Daniel Hahn, additional, Scopel, Eupídio, additional, Silva, Ayla Sant’Ana da, additional, Sousa, Ronaldo Rodrigues de, additional, Stefanski, Fábio Spitza, additional, Šuchová, Katarína, additional, Teixeira, Ricardo Sposina Sobral, additional, Treichel, Helen, additional, Yadav, Dinesh, additional, Yadav, Kanchan, additional, Yadav, Pramod K., additional, and Yadav, Sangeeta, additional

Published
2023
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37. A Comparative Study on the Performance of Energy Storage Systems for Hybrid Electric Vehicles

Author

Yadav, Kanchan, Maurya, Sanjay, Cavas-Martínez, Francisco, Series Editor, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Haddar, Mohamed, Series Editor, Ivanov, Vitalii, Series Editor, Kwon, Young W., Series Editor, Trojanowska, Justyna, Series Editor, di Mare, Francesca, Series Editor, Govindan, Kannan, editor, Kumar, Harish, editor, and Yadav, Sanjay, editor

Published
2022
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40. Modelling and Control of Power Flow from Auxiliary Source in Hybrid Electric Vehicle

Author

Yadav, Kanchan, Maurya, Sanjay Kumar, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Kumar, Jitendra, editor, and Jena, Premalata, editor

Published
2021
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44. List of contributors

Author

Adhikari, Nav Raj, primary, Agrawal, Ganesh Kumar, additional, Ahmad, Niaz, additional, Ahmad, Rumana, additional, Araujo, Fabricio Almeida, additional, Aslam, Sidra, additional, Aydın, Yıldız, additional, Barh, Debmalya, additional, Benkeblia, Noureddine, additional, Benko-Iseppon, Ana Maria, additional, Bhardwaj, Ragini, additional, Binneck, Eliseu, additional, Bozhilova-Sakova, Milena Georgieva, additional, Braga, Marcus de Barros, additional, Buckseth, Tanuja, additional, Challam, Clarissa, additional, Choudhary, Ashish Kumar, additional, da Silva, Manassés, additional, da Silva, Wilson, additional, Das, Sauren, additional, De Los Santos, Edian Franklin Franco, additional, Dhakar, Kusum, additional, Dhir, Sunny, additional, Dhkal, Manmohan, additional, Dimitrova, Ivona Vassileva, additional, Dwivedi, Shruti, additional, Dwivedi, Upendra N., additional, Dwivedi, Vikas, additional, Eizenberg, Hanan, additional, Elias, Sabrina, additional, Ferreira-Neto, José Ribamar Costa, additional, Freilich, Shiri, additional, Gaikwad, Kishor, additional, Gaur, Rajarshi Kumar, additional, Gautam, Ranjana, additional, Ghosh, Sewali, additional, Gilles, Tijs, additional, Gupta, Archit, additional, Gupta, Kapil, additional, Gupta, Om Prakash, additional, Gupta, Ravi, additional, Gupta, Romasha, additional, Gupta, Supriya, additional, Haque, Taslima, additional, Hazra, Anjan, additional, Hossain, Md. Anowar, additional, Iyer, Niranjani, additional, Jaiswar, Akanksha, additional, Jasrotia, Rahul Singh, additional, Kaila, Tanvi, additional, Kamboj, Disha, additional, Kaur, Manjot, additional, Kaur, Parampreet, additional, Kaur, Ramandeep, additional, Khatri, Nisha, additional, Kido, Éderson Akio, additional, Kim, Sun Tae, additional, Kumar, Ashwani, additional, Kumar, Dileep, additional, Kumar, Manoj, additional, Kumar, Pradeep, additional, Kumar, Pravin, additional, Kumar, Satish, additional, Kumar, Shailesh, additional, Kushwaha, Ujjawal Kumar Singh, additional, Lucas, Stuart J., additional, Mahadani, Pradosh, additional, Malo, Richard, additional, Maurya, Suresh Kumar, additional, Meena, Nand Lal, additional, Meena, Vijay Singh, additional, Mehmood, Muhammad Aamer, additional, Minkina, Tatiana, additional, Mishra, Chandra Nath, additional, Mohideen, Habeeb Shaik, additional, Mor, Poonam, additional, Mukhopadhyay, Kunal, additional, Nanda, Satyabrata, additional, Narad, Priyanka, additional, Narayan, Aditya, additional, Natarajan, Nandakumar, additional, Negi, Chandranandani, additional, Nehra, Chitra, additional, Noor, Fatima, additional, Pal, Lalita, additional, Pandey, Veda P., additional, Petrov, Nikolay Manchev, additional, Poddar, Raju, additional, Prasad, Birendra, additional, Rahman, Mehboob-ur, additional, Rajput, Vishnu D., additional, Rakwal, Randeep, additional, Ramos, Rommel Thiago Jucá, additional, Rani, Asha, additional, Redhu, Neeru S., additional, Rishi, Narayan, additional, Riyazuddin, Riyazuddin, additional, Ronen, Zeev, additional, Sangeetha, Jeyabalan, additional, Sarkar, Abhijit, additional, Satapathy, Lopamudra, additional, Sengupta, Abhishek, additional, Seraj, Zeba, additional, Shahid, Saima, additional, Sharma, Pradeep, additional, Sharma, Priti, additional, Sharma, Swati, additional, Sheikh, Imran, additional, Shohan, Mohammad Umer Sharif, additional, Singh, Abhishek, additional, Singh, Ajeet, additional, Singh, Anil Kumar, additional, Singh, Anuradha, additional, Singh, Dharmendra, additional, Singh, Gyanendra Pratap, additional, Singh, Nisha, additional, Singh, Rajesh K., additional, Sonawala, Kevina, additional, Srivastava, Sudhanshu, additional, Stoyanova, Mariya Ivanova, additional, Tanveer, Aiman, additional, Thakur, Zoozeal, additional, Thangadurai, Devarajan, additional, Tiwari, Jagesh Kumar, additional, Tiwary, Basant K., additional, Torres, Renato Hidaka, additional, Tripathy, Sanjaya Shankar, additional, Tyagi, Aruna, additional, Ujinwal, Megha, additional, Uncuoğlu, Ahu Altınkut, additional, Verma, Rakesh Kumar, additional, Vyas, Pritesh, additional, Yadav, Ajit Kumar Singh, additional, Yadav, Anurag, additional, Yadav, Dinesh, additional, Yadav, Kanchan, additional, Yadav, Kusum, additional, Yadav, Manoj Kumar, additional, Yadav, Pramod Kumar, additional, Yashveer, Shikha, additional, Zarecki, Raphy, additional, and Şahin, Ezgi Çabuk, additional

Published
2022
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47. List of contributors

Author

Agrawal, Ruchika, primary, Ajakkala, Pallavi Bhat, additional, Ali, Amjad, additional, Ali, Qinza, additional, Anand, Gautam, additional, Awan, Faryal Mehwish, additional, Awan, Hayeqa Shahwar, additional, Basheer, Amina, additional, Bhattacharjee, Maloyjo Joyraj, additional, Carvalho, Isabel S., additional, Chapman, James, additional, Cozzolino, Daniel, additional, Deekshit, Vijaya Kumar, additional, Din, Salah ud, additional, Dwivedi, Shailendra, additional, Dwivedi, Shruti, additional, Gupta, Supriya, additional, Hassan, Mubashir, additional, He, Zhixia, additional, Hemaiswarya, Shanmugam, additional, Hsu, Chia-Hsien, additional, Ikram, Aqsa, additional, Ivana, Špaková, additional, Izci, Yusuf, additional, Kandasamy, Sabariswaran, additional, Katarína, Šoltýs, additional, Kishore, Surekha, additional, Krishna Kumar, Ballamoole, additional, Kumar, Manish, additional, Lundstrom, Kenneth, additional, Marek, Kľoc, additional, Mária, Mareková, additional, Miroslava, Rabajdová, additional, Misra, Radhieka, additional, Misra, Sanjeev, additional, Mohan Raj, Juliet Roshini, additional, Naqvi, Sawaira, additional, Narayanan, Mathiyazhagan, additional, Naz, Anam, additional, Peter, Urdzík, additional, Purohit, Purvi, additional, Rai, Praveen, additional, Raja, Rathinam, additional, Sangwan, Neelam, additional, Shahid, Fatima, additional, Shahzadi, Saba, additional, Sheikh, Nishat Ahmed, additional, Siddique, Ammara, additional, Tanveer, Aiman, additional, Tezcan, Tugba, additional, Tiwary, Basant K., additional, Truong, Vi Khanh, additional, Vasudeva, Abhimanyu, additional, Waseem, Maaz, additional, Yadav, Dinesh, additional, Yadav, Kanchan, additional, Yadav, Nisha, additional, Yadav, Pramod K., additional, Yaseen, Zainab, additional, and Zaheer, Tahreem, additional

Published
2022
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50. Optimizing Pest Detection And Management In Precision Agriculture Through Deep Learning Approaches.

Author

Praveen, R. V. S., Shrivastava, Anurag, Prasanthi, Rayudu, Bindu, Kukkala Hima, Kumar, K. Jayaram, and Yadav, Kanchan

Subjects
RANDOM forest algorithms, SUSTAINABLE agriculture, CONVOLUTIONAL neural networks, DEEP learning, SUPPORT vector machines
Abstract

This examination researches the streamlining of vermin discovery and the executives in accuracy horticulture through the utilization of profound learning draws near. Utilizing a custom dataset involving pictures of vermininvaded crops, tests were directed to assess the presentation of Convolutional Brain Organizations (CNNs), Repetitive Brain Organizations (RNNs), Support Vector Machines (SVMs), and Random Forest algorithms. The outcomes show that CNNs beat different models, accomplishing a noteworthy exactness of 95.6% in distinguishing and ordering vermin-swarmed crops. Also, the review contrasts the proposed models and existing writing, featuring the progressions in accuracy agribusiness empowered by profound learning strategies. Through a thorough survey of related work, the flexibility of profound learning in different rural applications, including crop illness order and weed recognizable proof, is stressed. While promising, difficulties, for example, adaptability and interpretability remain regions for additional exploration. By and large, this examination adds to the propelling accuracy agribusiness works on, offering bits of knowledge into the groundbreaking capability of profound learning for maintainable irritation of the executives and improving crop efficiency. [ABSTRACT FROM AUTHOR]

Published
2024

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