Demand side management for Wind Power Integration in microgrid using dynamic potential game theory

作者: Chenye Wu , Hamed Mohsenian-Rad , Jianwei Huang , Amy Yuexuan Wang

DOI: 10.1109/GLOCOMW.2011.6162371

关键词: Markov chainWind powerSimulationPotential gameMicrogridGenerator (mathematics)Computer scienceTurbineRenewable energyGame theoryMathematical optimization

摘要: We propose a novel demand side management method to tackle the intermittency in wind power generation. Our focus is on an isolated microgrid with one turbine, fast-responding conventional generator, and several users. Users act as independent decision makers shaping their own load profiles. Using dynamic potential game theory, we analyze coordinate interactions among users efficiently utilize available renewable energy resources minimize total cost system. further model inter-temporal variations of Markov chain based field data. techniques from first derive closed-form expressions for best responses that participate management. Then, investigate efficiency constructed at equilibrium. Finally, system performance assessed using computer simulation. In particular, our proposed scheme saves 38% generation compared case without

参考文章(16)
Nikos Hatziargyriou, Hiroshi Asano, Reza Iravani, Chris Marnay, Microgrids: an overview of ongoing research, development, anddemonstration projects IEEE Power and Energy. ,vol. 5, ,(2007) , 10.1109/MPAE.2007.376583
Bruce F. Wollenberg, Allen J. Wood, Power Generation, Operation, and Control ,(1984)
Koichiro Shimizu, Taisuke Masuta, Yuyaka Ota, Akihiko Yokoyama, Load Frequency Control in power system using Vehicle-to-Grid system considering the customer convenience of Electric Vehicles ieee international conference on power system technology. pp. 1- 8 ,(2010) , 10.1109/POWERCON.2010.5666064
Amir-Hamed Mohsenian-Rad, Vincent W.S. Wong, Juri Jatskevich, Robert Schober, Optimal and autonomous incentive-based energy consumption scheduling algorithm for smart grid ieee pes innovative smart grid technologies conference. pp. 1- 6 ,(2010) , 10.1109/ISGT.2010.5434752
Amir-Hamed Mohsenian-Rad, Alberto Leon-Garcia, Optimal Residential Load Control With Price Prediction in Real-Time Electricity Pricing Environments IEEE Transactions on Smart Grid. ,vol. 1, pp. 120- 133 ,(2010) , 10.1109/TSG.2010.2055903
Le Xie, Pedro M S Carvalho, Luis A F M Ferreira, Juhua Liu, Bruce H Krogh, Nipun Popli, Marija D Ilić, Wind Integration in Power Systems: Operational Challenges and Possible Solutions Proceedings of the IEEE. ,vol. 99, pp. 214- 232 ,(2011) , 10.1109/JPROC.2010.2070051
Michael J. Neely, Arash Saber Tehrani, Alexandros G. Dimakis, Efficient Algorithms for Renewable Energy Allocation to Delay Tolerant Consumers 2010 First IEEE International Conference on Smart Grid Communications. pp. 549- 554 ,(2010) , 10.1109/SMARTGRID.2010.5621993
Xian Liu, Economic Load Dispatch Constrained by Wind Power Availability: A Wait-and-See Approach IEEE Transactions on Smart Grid. ,vol. 1, pp. 347- 355 ,(2010) , 10.1109/TSG.2010.2057458
Amir-Hamed Mohsenian-Rad, Vincent W. S. Wong, Juri Jatskevich, Robert Schober, Alberto Leon-Garcia, Autonomous Demand-Side Management Based on Game-Theoretic Energy Consumption Scheduling for the Future Smart Grid IEEE Transactions on Smart Grid. ,vol. 1, pp. 320- 331 ,(2010) , 10.1109/TSG.2010.2089069