Colored Petri Nets Modeling of Multi-agent System for Energy Management in Distributed Renewable Energy Generation System

This paper focuses on modeling a multi-agent system for energy management of distributed renewable energy generation system by means of Colored Petri Nets. It contributes to solve the energy crisis by developing distributed renewable energy (DRE)sources. After introducing the basic DRE energy management and Petri Nets concepts, the paper discusses the necessity and feasibility of modeling this energy management multi-agent system by Petri Nets for debugging and testing the non-deterministic of the system. Then, the cooperation and optimization process among the agents is modeled by the Colored Petri Nets (CPN) tools developed. Finally, the paper presents the simulation and results. The results show that the Colored Petri Nets Model provides an effective simulation environment and enhances the energy management system.

[1]  Yadati Narahari,et al.  Performance modeling of automated manufacturing systems , 1992 .

[2]  Liu Dan Distributed wind-PV system based on multi-Agent and Petri nets , 2008 .

[3]  Jonathan Billington,et al.  Application of Petri Nets to Communication Networks , 1999, Lecture Notes in Computer Science.

[4]  Frank DiCesare,et al.  Modeling, Control, and Performance Analysis of Automated Manufacturing Systems Using Petri Nets , 1991 .

[5]  Lars Michael Kristensen,et al.  Coloured Petri Nets - Modelling and Validation of Concurrent Systems , 2009 .

[6]  Xianzhong Dai,et al.  Automatic Reconfiguration of Petri Net Controllers for Reconfigurable Manufacturing Systems With an Improved Net Rewriting System-Based Approach , 2009, IEEE Transactions on Automation Science and Engineering.

[7]  Jun Zeng,et al.  A multi-agent solution to energy management of distributed hybrid renewable energy generated system , 2009 .

[8]  Lars Michael Kristensen,et al.  Coloured Petri Nets and CPN Tools for modelling and validation of concurrent systems , 2007, International Journal on Software Tools for Technology Transfer.

[9]  Kurt Jensen,et al.  Coloured Petri Nets , 1986, EATCS Monographs in Theoretical Computer Science.

[10]  Jonathan Billington,et al.  A Coloured Petri Net Approach to Protocol Verification , 2003, Lectures on Concurrency and Petri Nets.

[11]  Xiaoru Wang,et al.  The Modeling and Verification of Peer-to-Peer Negotiating Multiagent Colored Petri Nets for Wide-Area Backup Protection , 2009, IEEE Transactions on Power Delivery.