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Parametric Transformation of Timed Weighted Marked Graphs:Applications in Optimal Resource Allocation 被引量:1
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作者 Zhou He Ziyue Ma +1 位作者 Zhiwu Li Alessandro Giua 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2021年第1期179-188,共10页
Timed weighted marked graphs are a subclass of timed Petri nets that have wide applications in the control and performance analysis of flexible manufacturing systems.Due to the existence of multiplicities(i.e.,weights... Timed weighted marked graphs are a subclass of timed Petri nets that have wide applications in the control and performance analysis of flexible manufacturing systems.Due to the existence of multiplicities(i.e.,weights)on edges,the performance analysis and resource optimization of such graphs represent a challenging problem.In this paper,we develop an approach to transform a timed weighted marked graph whose initial marking is not given,into an equivalent parametric timed marked graph where the edges have unitary weights.In order to explore an optimal resource allocation policy for a system,an analytical method is developed for the resource optimization of timed weighted marked graphs by studying an equivalent net.Finally,we apply the proposed method to a flexible manufacturing system and compare the results with a previous heuristic approach.Simulation analysis shows that the developed approach is superior to the heuristic approach. 展开更多
关键词 Discrete event system resource allocation timed Petri net weighted marked graph
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A Survey of Output Feedback Robust MPC for Linear Parameter Varying Systems 被引量:1
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作者 Xubin Ping Jianchen Hu +3 位作者 Tingyu Lin Baocang Ding Peng Wang Zhiwu Li 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2022年第10期1717-1751,共35页
For constrained linear parameter varying(LPV)systems,this survey comprehensively reviews the literatures on output feedback robust model predictive control(OFRMPC)over the past two decades from the aspects on motivati... For constrained linear parameter varying(LPV)systems,this survey comprehensively reviews the literatures on output feedback robust model predictive control(OFRMPC)over the past two decades from the aspects on motivations,main contributions,and the related techniques.According to the types of state observer systems and scheduling parameters of LPV systems,different kinds of OFRMPC approaches are summarized and compared.The extensions of OFRMPC for LPV systems to other related uncertain systems are also investigated.The methods of dealing with system uncertainties and constraints in different kinds of OFRMPC optimizations are given.Key issues on OFRMPC optimizations for LPV systems are discussed.Furthermore,the future research directions on OFRMPC for LPV systems are suggested. 展开更多
关键词 Linear parameter varying(LPV)systems model predictive control(MPC) output feedback robust control
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