Suchergebnisse - "Data-driven algorithm"

Data-driven optimal tracking control of discrete-time multi-agent systems with two-stage policy iteration algorithm von Peng, Zhinan, Zhao, Yiyi, Hu, Jiangping, Ghosh, Bijoy Kumar

“… Herein, a novel adaptive dynamic programming (ADP) algorithm is developed to solve the optimal tracking control problem of discrete-time multi-agent systems …”
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Leveraging the Hankel norm approximation and data‐driven algorithms in reduced order modeling von Yu, Annan, Townsend, Alex

“… Summary Large‐scale linear time‐invariant (LTI) dynamical systems are widely used to characterize complicated physical phenomena. Glover developed the Hankel …”
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Degradation trajectory prediction of lithium‐ion batteries based on charging‐discharging health features extraction and integrated data‐driven models von Zheng, Xiujuan, Wu, Fei, Tao, Liujun

“… As one of the key technologies in battery management system, accurate remaining useful life (RUL) prediction is critical to guarantee the reliability and …”
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Machine-Learning-Assisted De Novo Design of Organic Molecules and Polymers: Opportunities and Challenges von Chen, Guang, Shen, Zhiqiang, Iyer, Akshay, Ghumman, Umar Farooq, Tang, Shan, Bi, Jinbo, Chen, Wei, Li, Ying

“… Organic molecules and polymers have a broad range of applications in biomedical, chemical, and materials science fields. Traditional design approaches for …”
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A particle swarm optimization and prior knowledge fusion seismic damage prediction of concrete structures von Sun, Bin, Li, Yan, Guo, Tong

“… A data-driven algorithm is developed to predict local seismic damage distribution of concrete structures based on the measured global structural response …”
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Data-Driven Event-Triggered Control for Nonlinear Multi-Agent Systems With Uniform Quantization von Ren, Hongru, Liu, Renzhi, Cheng, Zhijian, Ma, Hui, Li, Hongyi

“… In this brief, a data-driven event-triggered control algorithm is developed for the unknown discrete-time nonlinear multi-agent systems (MASs) with …”
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A data‐driven scheduling approach for integrated electricity‐hydrogen system based on improved DDPG von Zhao, Yaping, Huang, Jingsi, Xu, Endong, Wang, Jianxiao, Xu, Xiaoyun

“… The involvement of hydrogen energy systems has been recognised as a promising way to mitigate climate problems. As a kind of efficient multi‐energy …”
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Reduced-order prediction of unsteady spatial-temporal aerodynamics in a turbine cascade von Qiao, Tianyang, Hu, Chenxing, Yang, Ce

“… A low-cost prediction method that effectively captures the detailed dynamics of unsteady motions is necessary for turbomachinery design. This paper applies two …”
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Sharing instant delivery UAVs for crowdsensing: A data-driven performance study von Gao, Junhui, Pan, Yan, Zhang, Xin, Han, Qingye, Hu, Yujiao

“… In recent years, there has been a significant increase in demand for instant deliveries, such as rapid delivery of takeaway food and medicine. Many logistics …”
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A multi-condition spectral proper orthogonal decomposition approach for reconstruction of transient temperature fields in turbine blades von Mi, Jin, Qiu, Lu, Tong, Zi-Xiang, Zhang, Yimin, Zhu, Jianqin

“… •A multi-condition SPOD method is developed for transient field reconstruction.•Frequency-aware SPOD modes are extracted from five types of thermal …”
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An improved data-driven methodology and field-test verification of yaw misalignment calibration on wind turbines von Qu, Chenzhi, Lin, Zhongwei, Chen, Pei, Liu, Jizhen, Chen, Zhenyu, Xie, Zhen

“… •A SCADA data-driven yaw misalignment calibration methodology is constructed.•A long-term field test based on commercial WTs is conducted for …”
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A Robust and Efficient Ensemble of Diversified Evolutionary Computing Algorithms for Accurate Robot Calibration von Chen, Tinghui, Li, Shuai, Qiao, Yan, Luo, Xin

“… Industrial robots are regarded as essential instruments for advanced industry upgrading. The kinematic parameters of an industrial robot should be calibrated …”
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Model Order Reduction of Large-Scale Wind Farms: A Data-Driven Approach von Gong, Zilong, Mao, Junyu, Junyent-Ferre, Adria, Scarciotti, Giordano

“… This paper proposes a data-driven algorithm for model order reduction (MOR) of large-scale wind farms and studies the effects that the obtained reduced-order …”
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Partially observed linear quadratic stochastic optimal control problem in infinite horizon: A data-driven approach von Li, Xun, Wang, Guangchen, Xiong, Jie, Zhang, Heng

“… This paper develops a data-driven algorithm to solve an infinite-horizon partially observed linear quadratic stochastic optimal control problem. The optimal …”
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Transition to secondary progression in relapsing-onset multiple sclerosis: Definitions and risk factors von Iaffaldano, Pietro, Lucisano, Giuseppe, Patti, Francesco, Brescia Morra, Vincenzo, De Luca, Giovanna, Lugaresi, Alessandra, Zaffaroni, Mauro, Inglese, Matilde, Salemi, Giuseppe, Cocco, Eleonora, Conte, Antonella, Ferraro, Diana, Galgani, Simonetta, Bergamaschi, Roberto, Pozzilli, Carlo, Salvetti, Marco, Lus, Giacomo, Rovaris, Marco, Maniscalco, Giorgia Teresa, Logullo, Francesco Ottavio, Paolicelli, Damiano, Achille, Mariaclara, Marrazzo, Giuseppina, Lovato, Valeria, Comi, Giancarlo, Filippi, Massimo, Amato, Maria Pia, Trojano, Maria

“… No uniform criteria for a sensitive identification of the transition from relapsing-remitting multiple sclerosis (MS) to secondary-progressive multiple …”
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Data‐driven–based attitude control of combined spacecraft with noncooperative target von Jiang, Huaiyuan, Zhou, Bin, Li, Dongxu, Duan, Guangren

“… Summary In this paper, the attitude control of combined spacecraft with noncooperative target is studied. For the linearized system of the attitude control …”
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Learn to optimize—a brief overview von Tang, Ke, Yao, Xin

“… Most optimization problems of practical significance are typically solved by highly configurable parameterized algorithms. To achieve the best performance on a …”
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An efficient calculation method of large-region dynamic traffic noise maps based on hybrid modeling von Hong, Xiaodan, Xia, Dan, Zhu, Wenying

“… The construction of noise maps is of great significance for the management and control of urban noise and the protection of residents’ physical and mental …”
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Investigating the potential accuracy of spaceborne solar-induced chlorophyll fluorescence retrieval for twelve capable satellites based on simulation data von Zou, Chu, Liu, Liangyun, Du, Shanshan, Liu, Xinjie

“… Remote sensing of solar-induced chlorophyll fluorescence (SIF) has been widely investigated with satellites/sensors covering the spectral range of SIF emission …”
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Mixed data-driven decision-making in demand response management: An empirical evidence from dynamic time-warping based nonparametric-matching DID von Wang, Zhaohua, Zhao, Wenhui, Deng, Nana, Zhang, Bin, Wang, Bo

“… •Mixed frequency data have been integrates for residential DR decision making.•Dynamic time-warping clustering-based DID method have been proposed.•Challenges …”
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