32 results on '"Xu, Dezhi"'
Search Results
2. Self-triggered Bipartite Formation-Containment Control for Heterogeneous Multi-agent Systems with Disturbances
- Author
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Zhao, Younan, Zhu, Fanglai, and Xu, Dezhi
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- 2023
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3. Observer-based hierarchical distributed model predictive control for multi-linear motor traction systems.
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Hu, Guanyang, Yang, Weilin, Pan, Tinglong, Xu, Dezhi, and Yan, Xing-Gang
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TRACTION motors ,PREDICTION models ,STABILITY criterion ,INFORMATION sharing - Abstract
This paper proposes an observer-based hierarchical distributed model predictive control (MPC) strategy for ensuring speed consistency in multi-linear motor traction systems. First, a communication topology is considered to ensure information exchange. Secondly, the control architecture of each agent is divided into upper layers and lower layers. The upper layer utilizes a distributed MPC method to track the leader's speed. The lower layer uses a decentralized MPC method to track the command signals sent by its upper layer controller. In addition, to eliminate the negative impact of disturbance, a nonlinear disturbance observer is designed. We then prove the asymptotic stability of the entire system by properly designing the Lyapunov equation. Finally, the feasibility of the proposed strategy is verified based on several simulations. • A hierarchical distributed model predictive control for multi-linear motor traction systems is introduced. • The nonlinear disturbance observers are adopted to improve the system's robustness. • A strict proof is constructed for the Lyapunov criterion of asymptotic stability. [ABSTRACT FROM AUTHOR]
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- 2024
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4. Application-oriented purely semantic precision and recall for ontology mapping evaluation
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Zhang, Tian, Xu, Dezhi, and Chen, Jianer
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- 2008
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5. Microstructure evolution and deformation resistance of heavy-thickness Ti-6Al-4V narrow-gap welded joints
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Yang, Tao, Xu, Dezhi, Chen, Weilin, Yang, Ruixin, and Lv, Shixiong
- Published
- 2019
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6. Intelligent fault diagnosis for unbalanced battery data using adversarial domain expansion and enhanced stochastic configuration networks.
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Liu, Sizhe, Xu, Dezhi, Ye, Yujian, and Pan, Tinglong
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FAULT diagnosis , *FEATURE extraction , *DIAGNOSIS methods - Abstract
An accurate and efficient fault diagnosis method for battery systems is crucial to ensuring the safety of battery packs. Addressing the issue of insufficient actual fault data in battery operations, this paper proposes an intelligent fault diagnosis method based on feature-enhanced stochastic configuration networks and adversarial domain expansion of imbalanced battery fault data (AFDEM-FESCN). Firstly, we designed an adversarial fault domain data expansion method (AFDEM). By learning the distribution of fault data through adversarial training, the distribution of sample domains is balanced, thereby reducing model bias. Subsequently, we adjusted the distribution of SCN iterative parameters and added a linear feature layer. This enhances the feature extraction capability of the network through distribution overlay, enabling fault diagnosis. Finally, the effectiveness and feasibility of the proposed method were validated through a practical battery system fault diagnosis case, achieving a diagnostic accuracy of 92.1%. Experimental results demonstrate that the AFDEM-FESCN method exhibits good accuracy in battery system fault diagnosis, providing an effective solution to the challenge of imbalanced data in intelligent fault diagnosis. [ABSTRACT FROM AUTHOR]
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- 2025
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7. An interval-estimation-based anti-disturbance sliding mode control strategy for rigid satellite with prescribed performance.
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Zhou, Zepeng, Zhu, Fanglai, Xu, Dezhi, and Gao, Zhifeng
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SLIDING mode control ,ARTIFICIAL satellite attitude control systems ,ORBITS of artificial satellites ,LYAPUNOV stability ,ARTIFICIAL satellite tracking ,ANGULAR velocity ,ERROR functions ,STEADY-state responses - Abstract
This paper investigates an anti-disturbance sliding mode control strategy for a rigid satellite system with external disturbance under the prescribed performance constraints. An interval observer is firstly introduced to generate the interval estimation of the attitude angular velocity. Then a finite time identical disturbance reconstruction strategy is developed by using the interval estimation. Based on the novel performance function and error transformation constraints, the attitude tracking error is converted into a new error system that guarantees the desired transient and steady-state responses for the tracking error. Then, by introducing the reconstructed disturbance, a finite time anti-disturbance controller is constructed with the backstepping method. The stability of the strategy is guaranteed by the Lyapunov stability method. Finally, simulation results demonstrate the effectiveness of the proposed approach. • Proposed an interval observer for the rigid satellite attitude system. • Proposed an interval-estimation-based identical disturbance reconstruction method. • Proposed a finite time backstepping prescribed performance controller for the system. [ABSTRACT FROM AUTHOR]
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- 2020
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8. Distributed fault detection and estimation in cyber–physical systems subject to actuator faults.
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Xu, Dezhi, Zhu, Fanglai, Zhou, Zepeng, and Yan, Xinggang
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ACTUATORS ,CYBER physical systems ,LYAPUNOV stability ,PIEZOELECTRIC actuators ,FAULT diagnosis - Abstract
The fault detection and estimation problems for the physical layer network in the cyber-physical systems with unknown external disturbances are investigated in this study. Both bias fault and loss of efficiency scenarios are considered for the actuators. Based on the adaptive threshold method and sliding mode observer approach, a distributed fault detection observer (DFDO) is constructed for each physical layer node to detect the occurrence of actuator faults. Then a relative global estimation error system is defined for the distributed fault estimation observer (DFEO). Compared with the existing results, the proposed DFEO can provide the estimation for not only the actuator bias faults but also the actuators' efficiency factors under the impact of exogenous disturbance with two gain dynamic update processes. Finally, the feasibility and effectiveness of the given DFDO and the DFEO are examined by Lyapunov stability method and the simulation results. • Proposed a distributed robust fault detection observer for CPSs. • Proposed a distributed robust fault estimation observer for actuator faults of CPSs in this paper. • Both bias fault and loss of effectiveness fault are taken into consideration. [ABSTRACT FROM AUTHOR]
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- 2020
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9. Prescribed performance based model-free adaptive sliding mode constrained control for a class of nonlinear systems.
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Zhang, Weiming, Xu, Dezhi, Jiang, Bin, and Pan, Tinglong
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SLIDING mode control , *NONLINEAR systems , *FACTORY design & construction , *LINEAR induction motors , *REAL-time control , *VIDEO coding - Abstract
• The real-time control is carried out based on the SCN approximation model of PPD. • Prescribed performance and saturation problems are both considered in the controller. • The proposed control strategy has good performance in both LIM and BESS. To tackle the trajectory tracking problem and achieve high control accuracy in many actual nonlinear systems with unknown dynamics, a novel prescribed performance based model-free adaptive sliding mode constrained control (SMCC) strategy is studied which relies on the input/output data of plant rather than the specific model information via a pseudo partial derivative (PPD) parameter. Firstly, two approaches are introduced for PPD estimation, i.e., an observer-based adaptive algorithm, and an algorithm based on the stochastic configuration network approximating the controlled plant model, upon which the realtime control including PPD construction are carried out. Then, the prescribed performance is introduced in the model-free adaptive SMCC scheme as a prescribed range for the output tracking error. Meanwhile, an anti-windup compensation signal is employed to suppress the actuator saturation that commonly exists in many actual nonlinear systems. In addition, the stability analysis of the control system is presented to verify the rationality of the prescribed performance. Finally, simulations are carried out for both a linear induction motor and a battery energy storage system to demonstrate the effectiveness of the proposed control strategy. [ABSTRACT FROM AUTHOR]
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- 2021
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10. A novel adaptive command-filtered backstepping sliding mode control for PV grid-connected system with energy storage.
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Xu, Dezhi, Wang, Gang, Yan, Wenxu, and Yan, Xinggang
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PHOTOVOLTAIC power systems , *ENERGY storage , *BATTERY storage plants , *ALTERNATING currents , *MAXIMUM power point trackers - Abstract
Highlights • Proposed a command-filtered backstepping sliding mode controller design method. • Robust nonlinear control for grid-connected inverter with uncertain parameters. • Projection-based adaptive estimation. Abstract In order to solve the problems of power fluctuation in the photovoltaic (PV) grid-connected system and the nonlinearity in the model of inverters, a projection-based adaptive backstepping sliding mode controller with command-filter is designed in the system to adjust the DC-link voltage and the AC side current in the PV grid-connected system. Firstly, the mathematical model of the inverter in PV system is established, then backstepping control method is applied to control it, and the command filter is added to the controller to eliminate the differential expansion of the backstepping controller. Furthermore, the adaptive law based on Lyapunov stability theory is designed to estimate the uncertain parameters in the grid-connected inverter. A projection algorithm is introduced into the adaptive controller due to the demand of guaranteeing the bounded estimated value. Additionally, a sliding mode controller is increased to improve its robustness in this system. Considering the influence of irradiation and temperature changes, a battery energy storage system (BESS) is applied on the DC side to suppress the fluctuation of the output power of the PV system. Finally, the simulation results demonstrate that the presented strategy can control precisely the grid-connected inverter. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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11. Model-free adaptive command-filtered-backstepping sliding mode control for discrete-time high-order nonlinear systems.
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Xu, Dezhi, Song, Xiaoqi, Yan, Wenxu, and Jiang, Bin
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SLIDING mode control , *NONLINEAR systems , *DISCRETE-time systems , *CLOSED loop systems , *COMPUTER simulation - Abstract
Abstract A new model-free adaptive sliding mode control method is proposed to solve some control issues in a class of discrete-time high-order nonlinear systems whose dynamics are unknown in this paper. In order to simplify the nonlinear system, a new concept called pseudo-partial derivative matrix (PPDM) is introduced to facilitate the nonlinear system by using a compact form dynamic linearization approach. Therefore, to estimate the PPDM, the identified adaptive observer is constructed using the input/output data from each subsystem of the higher order discrete time system. Taking into account the amplitude and rate constraints of real-world input signals, an anti-windup dynamic compensator is developed. Furthermore, the problems of complexity explosion and non-causality are solved by using discrete-time command filters while designing the controller. It has been shown that all the control variables in closed-loop systems are uniformly-ultimately bounded. An example of a linear induction motor taking into account the end effects is used to verify the effectiveness of the presented control strategy through simulations and experiments. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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12. A novel robust model predictive control approach with pseudo terminal designs.
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Yang, Weilin, Xu, Dezhi, Zhang, Changzhu, and Yan, Wenxu
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PREDICTIVE control systems , *SET theory , *CLOSED loop systems , *STABILITY theory , *MATHEMATICAL functions - Abstract
Abstract Robust model predictive control (RMPC) has gained much attention in the past two decades. For classic finite-horizon RMPC, a terminal constraint set together with a terminal cost function are usually employed for the purpose of closed-loop stability. However, computational burden and feasibility region may need to be carefully addressed when the prediction horizon length becomes large, especially for the cases with additive disturbances. In this paper, a novel RMPC approach with pseudo terminal designs is proposed. Specifically, a bank of pseudo terminal sets (PTSs) are designed given a predefined terminal constraint set. Besides, a pseudo terminal cost (PTC) term is considered for each PTS. With the proposed approach, a long-horizon RMPC problem can be divided into several short-horizon ones. It is shown that both the PTSs and the corresponding PTCs can be computed off-line recursively. In the online implementation, selecting a PTS is realized in a self-triggered way. Meanwhile, a time-varying cost function, which is always an upper bound of the infinite-horizon cost function, is optimized online. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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13. Adaptive fuzzy sliding mode command-filtered backstepping control for islanded PV microgrid with energy storage system.
- Author
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Xu, Dezhi, Dai, Yuchen, Yang, Chengshun, and Yan, Xinggang
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FUZZY logic , *PARAMETERS (Statistics) , *ENERGY storage , *MATHEMATICAL models , *ADAPTIVE estimation (Statistics) - Abstract
Abstract This study focuses on the control of islanded photovoltaic (PV) microgrid and design of a controller for PV system. Because the system operates in islanded mode, the reference voltage and frequency of AC bus are provided by the energy storage system. We mainly designed the controller for PV system in this study, and the control objective is to control the DC bus voltage and output current of PV system. First, a mathematical model of the PV system was set up. In the design of PV system controller, command-filtered backstepping control method was used to construct the virtual controller, and the final controller was designed by using sliding mode control. Considering the uncertainty of circuit parameters in the mathematical model and the unmodeled part of PV system, we have integrated adaptive control in the controller to achieve the on-line identification of component parameters of PV system. Moreover, fuzzy control was used to approximate the unmodeled part of the system. In addition, the projection operator guarantees the boundedness of adaptive estimation. Finally, the control effect of designed controller was verified by MATLAB/Simulink software. By comparing with the control results of proportion-integral (PI) and other controllers, the advanced design of controller was verified. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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14. Adaptive command-filtered fuzzy backstepping control for linear induction motor with unknown end effect.
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Xu, Dezhi, Huang, Jie, Su, Xiaojie, and Shi, Peng
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LINEAR induction motors , *NONLINEAR functions , *FUZZY logic , *CLOSED loop systems , *ESTIMATION theory , *ROBUST statistics , *SIMULATION methods & models - Abstract
Abstract In this paper, the problem of the speed control is considered for linear induction motor with the end effects, uncertain system parameters, and external load disturbance. Firstly, the proposed controller is based on backstepping method, and the adaptive laws are designed.The fuzzy logic modeling approach is used to deal with the unknown nonlinear functions and uncertain parameters. Secondly, a constrained command filter is employed to overcome the problem of differential expansion and controller saturation in the backstepping method, and a filter's compensating signal is used to mitigate the error caused by the constrained command filter. Thirdly, the projection operator introduced in the adaptive laws guarantees boundedness of the estimated functions and robustness of the designed controller in the presence of time-varying disturbances and uncertainties. Thus, the proposed control controller can ensure that all response signals in the closed-loop system are bounded. Finally, the effectiveness of the proposed controller is verified by simulation and comparison with command-filtered backstepping controller. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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15. Synthesis of triangle hybrid particles by radiation-induced seeded emulsion polymerization based on polystyrene/SiO2 core–shell particles
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Xu, Dezhi, Ji, Xiang, Liu, Huarong, Wang, Mozhen, Ge, Xuewu, and Lam, Michael Hon-Wah
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- 2012
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16. A novel adaptive neural network constrained control for solid oxide fuel cells via dynamic anti-windup.
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Ji, Nan, Xu, Dezhi, and Liu, Fei
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ARTIFICIAL neural networks , *SOLID oxide fuel cells , *RADIAL basis functions , *PID controllers , *BURNUP (Nuclear chemistry) , *LYAPUNOV functions , *DYNAMIC models - Abstract
This paper proposes a neural network based adaptive constrained control scheme for a solid oxide fuel cell (SOFC). First, a radial basis function (RBF) neural network is designed for the identification of SOFC dynamic model. The Jacobian information can be obtained through the identified RBF model. Then, a back propagation (BP) neural network based PID controller is designed to tune the parameters that BP neural network has strong self-learning and adaptive capabilities. At same time, in order to solve the control input saturation and fuel utilization problems of SOFC, a dynamic anti-windup compensator is proposed for accommodating the reference. Moreover this paper theoretically proves the stability of the proposed method based on Lyapunov stability analysis. Finally, the simulation results for SOFC are provided to demonstrate the effectiveness of the proposed constrained control approach. [ABSTRACT FROM AUTHOR]
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- 2016
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17. Synthesis of triangle hybrid particles by radiation-induced seeded emulsion polymerization based on polystyrene/SiO2 core–shell particles
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Xu, Dezhi, Ji, Xiang, Liu, Huarong, Wang, Mozhen, Ge, Xuewu, and Lam, Michael Hon-Wah
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EMULSION polymerization , *POLYSTYRENE , *SILICA , *MONOMERS , *ANISOTROPY , *SCANNING electron microscopy , *BETA rays , *POLYMERIZATION - Abstract
Abstract: A novel strategy has been designed for the preparation of triangle polystyrene/SiO2 (PS/SiO2) hybrid particles using γ-ray radiation-induced seeded emulsion polymerization from core–shell structured PS/SiO2 seed particles. SEM results indicate that the weight ratio of monomer to seed particles (WSt/Seed) and the thickness of silica-shell coated on the core–shell PS/SiO2 seed particles are crucial for the subsequent formation of triangle hybrid particles. Moreover, the size of the protruded PS bulbs of the resultant triangle particles obviously increases with WSt/Seed from 1.25 to 5. This novel method is applicable to the preparation of anisotropic hybrid particles from polymer/inorganic core–shell particles. [Copyright &y& Elsevier]
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- 2012
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18. A novel dual-mode robust model predictive control approach via alternating optimizations.
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Yang, Weilin, Xu, Dezhi, Jiang, Bin, and Shi, Peng
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PREDICTION models , *ROBUST optimization , *MATRIX inequalities , *LINEAR systems , *ALGORITHMS , *INVARIANT sets , *BILINEAR forms , *ONLINE algorithms - Abstract
The minimal robust positively invariant (mRPI) set plays an important role in robust model predictive control (RMPC). However, the exact computation of the mRPI set is generally intractable. This paper proposes a novel ℋ ∞ -type RMPC approach for linear systems with additive disturbances. This approach enables users to compute an ellipsoidal RPI set that approximates the minimal one in online implementations. Considering that a bilinear matrix inequality is involved in the problem formulation, an alternating optimization method is proposed in this work to ensure that the optimization problem to be solved online is always convex. Furthermore, a novel dual-mode control strategy is introduced that consists of two modes, i.e., with, and without alternating optimizations. The "classic mode" achieves fast convergence of the control algorithm, while the "alternating mode" can precisely approximate the mRPI set. None of the proposed approaches requires any off-line design, which makes practical applications more convenient. Simulations are conducted to demonstrate the effectiveness of the proposed approaches. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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19. Decentralized asymptotic fault tolerant control of near space vehicle with high order actuator dynamics.
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Xu, Dezhi, Jiang, Bin, Liu, Hongtao, and Shi, Peng
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FAULT tolerance (Engineering) , *ACTUATORS , *ASYMPTOTIC controllability , *FAILURE analysis , *ALGORITHMS , *SIMULATION methods & models - Abstract
Abstract: In this paper, a decentralized asymptotic fault tolerant control system is proposed for near space vehicle (NSV) attitude dynamics. First, NSV reentry mode is described, and the actuator failure model is developed whose behavior is described by high-order dynamics. Next, the multi-model based fault diagnosis and identification (FDI) algorithm is proposed for high order actuator dynamics, which can accurately diagnose and identify the fault in short time. Based on sliding mode, command filter, and backstepping technique, using information of FDI, a constrained fault tolerant control (FTC) is designed for reentry NSV. Finally, simulation results are given to demonstrate the effectiveness and potential of the proposed FTC scheme. [Copyright &y& Elsevier]
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- 2013
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20. Adaptive fault-tolerant flutter control based on dynamic output feedback.
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Gao, Mingzhou, Wang, Qishuai, Xu, Dezhi, Qu, Yegao, and Meng, Guang
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FAULT-tolerant control systems , *FAILURE mode & effects analysis , *ADAPTIVE fuzzy control , *EQUATIONS of motion , *LYAPUNOV functions , *ATRIAL flutter , *ACTUATORS , *PSYCHOLOGICAL feedback - Abstract
In this paper, the problem of two-dimensional wing flutter control with sensor and actuator failures is studied. Firstly, the aeroelastic equations of motion for two-dimensional wing with plunge and pitch are established; then the wing flutter model with failure modes is established considering the failure modes of sensor and actuator. Secondly, by designing a novel adaptive fault-tolerant controller, the wing flutter can be suppressed effectively and the external disturbance can be dealt with successfully. The stability of the system is proved by the constructed Lyapunov function. Finally, numerical simulation results show that the adaptive flutter fault-tolerant controller can effectively suppress wing flutter when sensors and actuators fail, and the controller has good robustness to the changes of external disturbances. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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21. Fixed-time anti-disturbance constraint fuzzy synchronization control for PMSM based four-wheel-independent-drive EVs.
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Dai, Yuchen, Zhang, Liyan, Xu, Dezhi, Li, Lei, Li, Junyi, and Du, Xiaokang
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PERMANENT magnet motors , *SYNCHRONIZATION , *ELECTRIC vehicles , *FUZZY logic , *FUZZY systems , *WHEELS - Abstract
A fixed-time anti-disturbance constraint fuzzy synchronization control method is proposed, for the sake of solving the problem of fast recovery of synchronization between in-wheel permanent magnet synchronous motors (PMSMs) in four-wheel-independent drive electric vehicles. The system model of in-wheel PMSM is presented in the beginning, and fuzzy logic systems are used for approximating the uncertainty parts of the PMSM model. Based on the PMSM model, a fixed-time disturbance-observer is designed to account for fast estimation of fluctuating load torque. Then, the neighborhood synchronization error is constructed based on a directed-graph, and a performance function is designed to guarantee the neighborhood synchronization error evolves strictly within the prescribed bound. Besides, the fixed-time bound of all signals is proved. Finally, the hardware-in-the-loop platform is built, and the electronic differential and the nonlinear vehicle model are employed to validate the advanced performance of the design control method. [ABSTRACT FROM AUTHOR]
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- 2024
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22. An improved neural networks-based vector control approach for permanent magnet linear synchronous motor.
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Yang, Weilin, Fan, Yongqiang, Xu, Dezhi, Jiang, Bin, Yan, Xing-Gang, and Huang, Wentao
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SYNCHRONOUS electric motors , *PERMANENT magnets , *VECTOR control , *DATABASE design , *MACHINE learning - Abstract
A permanent magnet linear synchronous motor (PMLSM) control strategy based on improved neural networks is proposed for the problem of inaccurate decoupling and poor adaptive performance of the traditional proportional–integral (PI) control method. In this paper, incremental broad learning (IBL) is selected as the neural networks training model. IBL is improved on the basis of broad learning, which can dynamically change the number of nodes while reducing the model training time. The IBL controller design process does not require a mathematical model of the control system. It can be designed based on data obtained from existing systems or factories without the necessary expertise, and can better enhance the nonlinearity of the controller. First, the IBL controller is trained and built by collecting relevant data based on the entire dynamic model of PMLSM. Then, test datasets and error evaluation metrics are used to determine the optimal hyperparameters of the IBL model. Finally, simulations and experiments in dSPACE show that the method proposed in this paper outperforms the conventional vector control method in terms of robustness and adaptivity. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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23. Prescribed-performance-based adaptive fractional-order sliding mode control for ship DC microgrid.
- Author
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Liu, Wenwen, Pei, Jinlei, Ye, Yujian, Liu, Yuanchang, Bucknall, Richard, and Xu, Dezhi
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SLIDING mode control , *BACKSTEPPING control method , *ENERGY storage , *ELECTRIC power distribution grids , *HARDWARE-in-the-loop simulation - Abstract
To address the issue of DC bus voltage fluctuation in an integrated power system aboard ships, this paper designs a prescribed-performance-based adaptive fractional-order sliding mode controller that ensures rapid convergence and maintains voltage stability, thereby enhancing the overall performance of the system. Firstly, a hybrid energy storage system is introduced into ship DC microgrid to meet the load demand in different scenarios. Then, taking into account the response time requirements of the ship's power grid, the prescribed performance function is set up to ensure that the tracking error of the DC bus voltage strictly converges at the specified speed and range. Meanwhile, fractional-order sliding mode surfaces are designed to reduce voltage chattering and achieve better tracking performance in conjunction with prescribed performance control. Considering the uncertainty of parameters in the model, the adaptive law based on the projection operator is used to estimate the unknown parameters in real time. The effectiveness of the proposed method has been verified through simulation and hardware-in-the-loop experimental results. • Hybrid energy storage system with batteries and supercapacitors integrated into ship DC microgrids, using a novel fractional order sliding mode backstepping controller to enhance robustness. • Prescribed performance control limits ship power system responses, reducing reliance on sliding mode surface selection, minimizing bus voltage chattering, and ensuring system responsiveness and steady-state error. • Algorithm uses adaptive law with projection operator to estimate parameters in real-time, mitigating aging or environmental changes' impact on ship microgrid control, enabling diverse applications. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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24. Attack resilient control for vehicle platoon system with full states constraint under actuator faulty scenario.
- Author
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Zhou, Zepeng, Zhu, Fanglai, Xu, Dezhi, Guo, Shenghui, and Zhao, Younan
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ACTUATORS , *FAULT diagnosis , *LYAPUNOV functions , *FALSE alarms , *JOB descriptions - Abstract
• In the controller design, all the states of each vehicle are with constraints so as to fit the demands in real application. The proposed BLF-PPC control framework is a novel one in that the singularity problem in traditional PPC methods is solved by using an interval notion-based error transformation approach. To offset the disturbance, an interval observer-based identical reconstruction method is provided and the control input is decoupled from the reconstruction process. • During the attack diagnosis, the proposed virtual system functions as the ideal system which is immune from the FDI attack. Based on this, a fixed threshold-based attack detection method is realized. In addition, the detection process is simplified and the estimation for the authentication signal is eliminated. As for the attack estimation module, the estimation process can be done within a finite time and the accurate bound for the FDI attack is not necessary. • Differing from the existing fixed-threshold fault detection methods, a more accurate detection result can be ensured in this paper by importing the time-varying detection threshold. As for the fault estimation observer, the given intermediate variable even bridges the system states and the fault together such that the fault estimation is accomplished by the pure mathematical calculations of the system state and the intermediate variable. • In this paper, not only the FDI attack but also the actuator fault is considered. Due to the differences in the characteristics and the working mechanism, the impacts caused by FDI attack and actuator fault are discussed separately. This leads to the development of the attack and fault diagnosis modules. In addition, the resilient controller, attack and fault diagnosis modules can be designed separately. This paper investigates the full states-constrained resilient control for vehicle platoon systems with false data injection(FDI) attack, and actuator fault. A cyber-physical notion-based vehicle platoon system is firstly constructed. To meet the constraints for states and the transformed errors generated by the prescribed performance control(PPC) scheme, a novel PPC controller is constructed with barrier Lyapunov function(BLF). For eliminating the impact caused by FDI attack, a threshold-based attack detection mechanism including a virtual system, an authentication signal, and an attack detection filter, is developed. The amplitude of the FDI attack is then estimated by a finite time adaptive attack estimation observer. To offset the influence induced by actuator fault, an adaptive threshold-based fault detection observer is designed which reduces the false alarm ratio affected by external disturbance. Additionally, the amplitude of the actuator fault is estimated by an auxiliary variable-based fault estimation observer. By injecting the estimation of the FDI attack and actuator fault into the reference signal and controller, the resilient control is achieved. Finally, simulation results are given to exemplify the effectiveness of the control strategy. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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25. Disturbance-observer based prescribed-performance fuzzy sliding mode control for PMSM in electric vehicles.
- Author
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Dai, Yuchen, Ni, Shuangfei, Xu, Dezhi, Zhang, Liyan, and Yan, Xing-Gang
- Subjects
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SLIDING mode control , *PERMANENT magnet motors , *PROBLEM solving , *NONLINEAR systems , *FUZZY logic , *ELECTRIC vehicles - Abstract
This paper investigates the problem of accurate speed tracking control of electric vehicles powered by permanent magnet synchronous motor (PMSM) under external load torque disturbance. Firstly, the dynamic model of PMSM is given, and the controller is designed based on backstepping control. Secondly, a second-order sliding mode differentiator is used to approximate the derivative of virtual control law and solve the problem of explosion of complexity. Considering the load disturbance of PMSM in the actual operation due to road roughness, a novel disturbance observer is proposed to the estimate the load disturbance. In addition, in order to achieve prescribed tracking error performance, the prescribed-performance control is proposed to guarantee the tracking error within a given prescribed boundary. Finally, the finite-time stability of the system is proved, the simulation and real-time implementation results verify the effectiveness of the designed controller. • The fuzzy logic systems are used to approximate the nonlinear function of the system. • The PPC is proposed to guarantee the tracking error within a prescribed boundary. • The novel DO is introduced to estimate the load disturbance in the actual operation. • The SOSMD is used to approximate the derivative of the virtual control law. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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26. Barrier Lyapunov function-based adaptive fuzzy attitude tracking control for rigid satellite with input delay and output constraint.
- Author
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Zhou, Zepeng, Zhu, Fanglai, Chen, Boli, and Xu, Dezhi
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TRACKING control systems , *TRACKING algorithms , *LYAPUNOV functions , *DESIGN techniques , *TIME delay systems , *ATTITUDE (Psychology) - Abstract
This paper investigates the adaptive attitude tracking problem for the rigid satellite involving output constraint, input saturation, input time delay, and external disturbance by integrating barrier Lyapunov function (BLF) and prescribed performance control (PPC). In contrast to the existing approaches, the input delay is addressed by Pade approximation, and the actual control input concerning saturation is obtained by utilizing an auxiliary variable that simplifies the controller design with respect to mean value methods or Nussbaum function-based strategies. Due to the implementation of the BLF control, together with an interval notion-based PPC strategy, not only the system output but also the transformed error produced by PPC are constrained. An adaptive fuzzy controller is then constructed and the predesigned constraints for system output and the transformed error will not be violated. In addition, a smooth switch term is imported into the controller such that the finite time convergence for all error variables is guaranteed for a certain case while the singularity problem is avoided. Finally, simulations are provided to show the effectiveness and potential of the proposed new design techniques. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
27. Multi-VSM based fuzzy adaptive cooperative control strategy for MVDC traction power supply system.
- Author
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Dai, Yuchen, Zhang, Liyan, Liu, Guofu, Yang, Yue, Chen, Qihong, and Xu, Dezhi
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ADAPTIVE fuzzy control , *POWER resources , *SYNCHRONOUS generators , *DAMPING capacity , *AUTOMATIC train control , *FUZZY logic , *PUBLIC transit , *ROAMING (Telecommunication) - Abstract
This paper studies the control of a medium-voltage DC (MVDC) traction power supply system for rail transit (RT). In order to optimize the ability of DC voltage fluctuation and frequency regulation of rail trains, a fuzzy adaptive cooperative secondary control strategy based on improved virtual synchronous machine (VSM) is proposed. Firstly, the improved VSM control strategy is adopted in the traction substations (TSSs), which makes the RT trains have the external characteristics of synchronous generator and have certain inertia and damping support capacity, so as to improve the ability of the RT traction system to cope with traction network transient changes. Secondly, the virtual inertia and virtual damping can be dynamically adjusted by the system frequency deviating from the nominal steady-state frequency, and the dynamic fuzzy adjustment can be carried out by the fuzzy logic system to slow down the frequency fluctuation. Then, due to the different power supply distances and parameter settings between multiple TSSs, cooperative control is used to coordinate local TSS perceptions of information between adjacent TSS to achieve consistency of frequency response of multiple TSSs under different parameters. Besides, a time-varying switching topology handoff method is considered to select the optimal communication topology between adjacent base stations. Finally, simulation results verify the effectiveness of the proposed control strategy. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
28. Observer-based terminal sliding mode control of non-affine nonlinear systems: Finite-time approach.
- Author
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Zhang, Qiang, Wang, Cui, Su, Xiaojie, and Xu, Dezhi
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SLIDING mode control , *NONLINEAR systems , *TANGENT function , *HYPERBOLIC functions , *EXPONENTIAL functions , *TAYLOR'S series - Abstract
Highlights • The work studies finite-time stabilization for a class of non-affine nonlinear systems with unknown states and disturbance. The estimated states obtained via ESO are applied to system transformation and the design of FTDO and fast nonsingular terminal sliding mode controller. To our best knowledge, there are few results about finite-time output feedback control for uncertain non-affine nonlinear system. • The hyperbolic tangent function based ESO combines the characteristics of higher order observer and traditional ESO, and the convergence time and domain can be tuned via the parameter selection. • Based on hyperbolic tangent function based ESO and FTDO, this paper proposes a terminal sliding mode controller based on exponential function sliding mode, which not only enhances the robustness but also reduces chattering. Abstract This paper studies the problem of observer based fast nonsingular terminal sliding mode control schemes for nonlinear non-affine systems with actuator faults, unknown states, and external disturbances. A hyperbolic tangent function based extended state observer is considered to estimate unknown states, which enhances robustness by estimating external disturbance. Then, Taylor series expansion is employed for the non-affine nonlinear system with actuator faults, which transforms it to an affine form system to simplify disturbance observer and controller design. A finite time disturbance observer is designed to address unknown compound disturbances, which includes external disturbances and system uncertainties. A fast nonsingular terminal sliding mode with exponential function sliding mode is proposed to address output tracking. Simulation results show the proposed scheme is effective. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
29. Active fault tolerant control design approach for the flexible spacecraft with sensor faults.
- Author
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Gao, Zhifeng, Han, Bing, Jiang, Guoping, Lin, Jinxing, and Xu, Dezhi
- Subjects
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SPACE vehicle maintenance & repair , *SPACE vehicle attitude control systems , *SPACE vehicle design & construction , *SENSOR networks management , *FEEDBACK control systems - Abstract
In this paper, the problem of active fault tolerant control (FTC) is studied for a class of flexible spacecraft attitude systems with Lipschitz nonlinearity and sensor fault. Firstly, a functional observer is designed for the attitude systems of flexible spacecraft in order to detect the time of unknown sensor fault occurred. Next, the sensor fault estimation is performed by filtering the output estimation error, as usually done in the residual generation framework. Then, a dynamic output feedback-based FTC approach is proposed to the flexible spacecraft in sensor faulty case, it not only attenuates flexible appendage disturbance with a given level γ , but also tolerates the effect of unknown sensor fault. Finally, the effectiveness of the proposed FTC method is demonstrated in the attitude systems of flexible spacecraft subject to a time-varying sensor fault. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
30. Micro-crystallographically unraveling strength-enhanced behaviors of the heavy-thick Ti-6Al-4V welded joint.
- Author
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Yang, Tao, Liu, Junfeng, Zhuang, Yuan, and Xu, Dezhi
- Subjects
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TITANIUM alloys , *WELDED joints , *TRANSMISSION electron microscopes , *WELDING , *ALLOY plating , *CRYSTAL grain boundaries - Abstract
Developing high-strength welded joint of heavy-thick titanium alloy plates is in immediate need to unravel the strength-enhanced behaviors for high-pressure and low-temperature performance of deep-sea submersibles. Here, we synergistically employed transmission electron microscope (TEM) and electron back-scattered diffraction (EBSD) technologies to micro-crystallographically unravel the evolution behaviors of weld microstructure, grain orientation and grain boundaries for the welded joint of the heavy-thick Ti-6Al-4V plates with the thickness of up to 60 mm. Resulted, the strength-enhanced welded joint was evidently ascribed to the transformation of lath martensite into basketweave-martensite and the rigid-flexible mixture strategy of the enhanced conical-texture and the weakened basal-texture and cylindrical-texture. Furthermore, the remarkably lowered geometrically necessary dislocations (GNDs) density and the greatly decreased deformation-prone grains number due to the transformation of low-into-high angle grain boundaries indispensably strengthened the joint strength. Therefore, this work has made clear the strength-enhanced behaviors of Ti-6Al-4V welded joints for substantially improving high-strength welded structure of heavy-thick titanium alloy plates, and sufficiently promoting the service safety for deep-sea submersibles. • Transformation of lath martensite into basketweave-martensite enhanced the welded joint strength. • Thermal cycling caused the rigid-flexible mixture of the enhanced conical-texture and the weakened basal-texture. • Transformation of low-into-high angle grain boundaries lowered GNDs density and decreased deformation-prone grains number. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
31. Determination of RVE with consideration of the spatial effect.
- Author
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Zhang, Wen, Chen, Jianping, Chen, Huie, Xu, Dezhi, and Li, Yan
- Subjects
- *
ROCK mechanics , *DISCONTINUITIES (Geology) , *FRACTURE mechanics , *UNIT cell , *CHI-squared test , *PARAMETERS (Statistics) - Abstract
Abstract: Rock masses possess typical inhomogeneity that can be attributed to discontinuities, and the representative volume element (RVE) reflects this inhomogeneity. The employment of a three-dimensional fracture network enables the determination of the RVE of rock masses. However, previous studies have not fully considered inhomogeneity. Rock mass parameters and the changing trend of increasing study size in different regions vary. The rock mass parameters are characterized by the spatial effect, and RVE values vary for different regions. This thesis discusses the existence of the spatial effect and RVE variation using the 3-D fracture network of the White Crane Dam. By comprehensively examining the parameters P 32, mean directions, and concentration parameter as research foci, the Chi-square goodness-of-fit test, Kolmogorov–Smirnov goodness-of-fit test, and Watson test are conducted, and the RVE (11m) of the rock mass is calculated. This strategy is more objective and reasonable for mitigating the impact of the spatial effect of the rock mass. [Copyright &y& Elsevier]
- Published
- 2013
- Full Text
- View/download PDF
32. Adsorption and desorption behaviors of antibiotics by tire wear particles and polyethylene microplastics with or without aging processes.
- Author
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Fan, Xiulei, Gan, Rong, Liu, Jiaqiang, Xie, Ya, Xu, Dezhi, Xiang, Yuan, Su, Jikang, Teng, Zhen, and Hou, Jun
- Published
- 2021
- Full Text
- View/download PDF
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