Online learning based risk-averse stochastic MPC of constrained linear uncertain systems
Author:
Funder
National Science Foundation
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Control and Systems Engineering
Reference70 articles.
1. Provably safe and robust learning-based model predictive control;Aswani;Automatica,2013
2. Robust model predictive control: A survey;Bemporad,1999
3. Deriving robust counterparts of nonlinear uncertain inequalities;Ben-Tal;Mathematical Programming,2015
4. Set invariance in control;Blanchini;Automatica,1999
5. Variational inference for Dirichlet process mixtures;Blei;Bayesian Analysis,2006
Cited by 35 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. Stable predictive control of continuous stirred-tank reactors using deep learning;Information Sciences;2024-09
2. Model predictive control of switched nonlinear systems using online machine learning;Chemical Engineering Research and Design;2024-09
3. Online-Learning-Based Distributionally Robust Motion Control with Collision Avoidance for Mobile Robots;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13
4. Risk-Constrained MPC With Application in Safety-Critical Control of Turbofan Engines;IEEE Transactions on Automation Science and Engineering;2024
5. Dynamic Event-Triggered Model Predictive Control With Guaranteed Rigorous Satisfaction of Probabilistic Path Constraints;IEEE Transactions on Systems, Man, and Cybernetics: Systems;2023-12
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