Learning-based Control for PMSM Using Distributed Gaussian Processes with Optimal Aggregation Strategy

Author:

Yin Zhenxiao1,Dai Xiaobing2,Yang Zewen3,Shen Yang1,Hattab Georges3,Zhao Hang1

Affiliation:

1. The Hong Kong University of Science and Technology (Guangzhou),Robotics and Autonomous Systems Thrust,Guangzhou,China

2. Technical University of Munich,Chair of Information-oriented Control,Munich,Germany

3. Robert Koch Institute,Center for Artificial Intelligence in Public Health Research (ZKI-PH),Berlin,Germany

Publisher

IEEE

Reference26 articles.

1. Efficient optimization for sparse gaussian process regression;cao;Advances in neural information processing systems,2013

2. Sparse online Gaussian process adaptation for incremental backstepping flight control

3. Distributed gaussian processes;deisenroth;International Conference on Machine Learning,2015

4. Efficient high dimensional bayesian optimization with additivity and quadrature fourier features;mutny;Advances in neural information processing systems,2018

5. Can Learning Deteriorate Control? Analyzing Computational Delays in Gaussian Process-Based Event-Triggered Online Learning;dai;5th Annual Learning for Dynamics & Control Conference,0

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Review of Modern Computational Techniques and Their Role in Power System Stability and Control;Energies;2023-12-28

2. A Novel Coupling Control Method for 6-DOF AUVs based on Multi-Motor Cooperation;2023 26th International Conference on Electrical Machines and Systems (ICEMS);2023-11-05

3. Optimization-Method-Inspired Update Scheme for Neural Network Assisted Control Tuning of PMSMs;2023 26th International Conference on Electrical Machines and Systems (ICEMS);2023-11-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3