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Market-oriented micro virtual power prosumers operations in distribution system operator framework

Fu, Hao (2017)
Ph.D. thesis, University of Birmingham.

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Abstract

As the European Union is on track to meet its 2020 energy targets on raising the share of renewable energy and increasing the efficiency in the energy consumption, considerable attention has been given to the integration of distributed energy resources (DERs) into the restructured distribution system. This thesis proposes market-oriented operations of micro virtual power prosumers (J.lVPPs) in the distribution system operator framework, in which the J.lVPPs evolve from home-oriented energy management systems to price-taking prosumers and to price-making prosumers. Considering the diversity of the DERs installed in the residential sector, a configurable J.l VPP is proposed first to deliver multiple energy services using a fuzzy logic-based generic algorithm. By responding to the retail price dynamics and applying load control, the J.lVPP achieves considerable electricity bill savings, active utilisation of energy storage system and fast return on investment. As the J.lVPPs enter the distribution system market, they are modelled as price-takers in a two-settlement market first and a chance-constrained formulation is proposed to derive the bidding strategies. The obtained strategy demonstrates its ability to bring the J.l VPP maximum profit based on different composition of DERs and to maintain adequate supply capacity to meet the demand considering the volatile renewable generation and load forecast. Given the non-cooperative nature of the actual market, the J.l VPPs are transformed into price-makers and their market behaviours are studied in the context of electricity market equilibrium models. The resulted equilibrium problems with equilibrium constraints (EPEC) are presented and solved using a novel application of coevolutionary approach. Compared with the roles of home-oriented energy management systems and price-taking prosumers, the J.lVPPs as price­ making prosumers have an improved utilisation rate of the installed DER capacity and a guaranteed profit from participating in the distribution system market.

Type of Work:Ph.D. thesis.
Supervisor(s):Zhang, Xiao-Ping and Tricoli, Pietro
School/Faculty:Colleges (2008 onwards) > College of Engineering & Physical Sciences
Department:School of Electronic, Electrical and Systems Engineering
Additional Information:

Publications arising from thesis:

Hao Fu, Xiao-Ping Zhang, “Market Equilibrium in Active Distribution System with μVPPs: A Coevolutionary Approach,” IEEE Access
http://dx.doi.org/10.1109/ACCESS.2017.2691316

Hao Fu, Zhi Wu, Jianing Li, Xiao-Ping Zhang and Joachim Brandt, “A Configurable μVPP with Managed Energy Services: A Malmo Western Harbour Case,” IEEE Power and Energy Technology Systems Journal, vol. 3, no. 4, pp. 166-178, 2016.
http://dx.doi.org/10.1109/JPETS.2016.2596779

Xiao-Ping Zhang, Hao Fu, Jianing Li, “The UK Retail Electricity Market Reform and Challenges,” Automation of Electric Power Systems, vol. 40, no. 11, pp. 10-16, 2016.
http://dx.doi.org/10.7500/AEPS20150508001

Xiao-Ping Zhang, Hao Fu, Jianing Li, “Distribution Power & Energy Internet: From Virtual Power Plants to Virtual Power Systems,” Proceedings of the CSEE, vol. 35, no.14, pp. 3532-3540, 2015
http://dx.doi.org/10.13334/j.0258-8013.pcsee.2015.14.007

Xiao-Ping Zhang, Jianing Li, Hao Fu, “Global Energy Interconnection Dialogue Industry 4.0,” Power System Technology, vol. 40, no. 6, pp. 1607-1611, 2016
http://dx.doi.org/10.13335/J.1000-3673.PST.2016.06.001

Jianing Li, Zhi Wu, Suyang Zhou, Hao Fu, Aggregator Service for PV and Battery Energy Storage Systems of Residential Building. CSEE Journal of Power and Energy Systems, vol. 1, no. 4, pp. 3-11, 2015
http://dx.doi.org/10.17775/CSEEJPES.2015.00042

Subjects:HF Commerce
TK Electrical engineering. Electronics Nuclear engineering
Institution:University of Birmingham
ID Code:7516
This unpublished thesis/dissertation is copyright of the author and/or third parties. The intellectual property rights of the author or third parties in respect of this work are as defined by The Copyright Designs and Patents Act 1988 or as modified by any successor legislation. Any use made of information contained in this thesis/dissertation must be in accordance with that legislation and must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the permission of the copyright holder.
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