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Adaptive Event-Triggered Predictive Control for Finite Time Microgrid

Huaicheng Yan, Jiwen Han, Hao Zhang, Xisheng Zhan, Yueying Wang

2020IEEE Transactions on Circuits and Systems I Regular Papers55 citationsDOI

Abstract

In this paper, the adaptive event-triggered predictive control (AETPC) for finite time microgrid is considered and the AETPC design takes the presence of the packet loss into account in the communication network when the state information is transmitted between the microgrid and the large power grid. In order to solve this issue on packet loss phenomenon, a prediction model is proposed to predict the packet loss. An event-triggered mechanism with adaptive adjustment parameters is also proposed to save network resources. The control performance with finite time is studied to ensure that the large power grid can obtain the state information of the microgrid in a finite time. Finally, the effectiveness of the proposed algorithm is verified by the simulation example of the microgrid.

Topics & Concepts

MicrogridComputer sciencePacket lossControl theory (sociology)Network packetModel predictive controlGridEvent (particle physics)Control (management)Computer networkMathematicsGeometryArtificial intelligencePhysicsQuantum mechanicsMicrogrid Control and OptimizationFrequency Control in Power SystemsDistributed Control Multi-Agent Systems
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