A Cooperative Energy Transaction Model for VPP Integrated Renewable Energy Hubs in Deregulated Electricity Markets
- 3 August 2022
- journal article
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Industry Applications
- Vol. 58 (6) , 7776-7791
Abstract
This paper proposes a cooperative energy transaction model for a virtual power plant (VPP) developed as a bi-level optimization program based on the Stackelberg game in the deregulated electricity markets. The VPP integrates multiple renewable energy hubs consisting of electric vehicle charging stations with photovoltaic and battery energy storage systems. The proposed model derives co-optimized strategic decisions for the VPP operator in the day-ahead (joint active power, reserve, and reactive power) markets while considering the balancing market operation. The proposed model is reformulated as a mathematical program with equilibrium constraints (MPEC) using the Karush-Kuhn-Tucker conditions and the strong duality theorem. For an efficient solution, the MPEC is approximated as a mixed-integer linear program by applying the Fortuny-Amat transform on the complementarity and slackness conditions and the binary expansion on the bilinear terms. The uncertainties of the renewables, loads, and prices are modeled using stochastic scenarios. Finally, comparative case studies of a VPP in an IEEE 33 node active distribution network show that the proposed model improves the profit by strategic cooperative energy transactions.Keywords
Funding Information
- Higher Education Commission, Pakistan
- University of Wollongong
- UOWHEC Joint Scholarship program
This publication has 47 references indexed in Scilit:
- An autonomous demand response program for electricity and natural gas networks in smart energy hubsEnergy, 2015
- From Demand Response in Smart Grid Toward Integrated Demand Response in Smart Energy HubIEEE Transactions on Smart Grid, 2015
- Optimal Offering Strategy of a Virtual Power Plant: A Stochastic Bi-Level ApproachIEEE Transactions on Smart Grid, 2015
- Integrated Demand Side Management Game in Smart Energy HubsIEEE Transactions on Smart Grid, 2015
- Optimal Energy Management of Greenhouses in Smart GridsIEEE Transactions on Smart Grid, 2014
- Bidding and Cooperation Strategies for Electricity Buyers in Power MarketsIEEE Systems Journal, 2014
- Strategic Bidding for a Large ConsumerIEEE Transactions on Power Systems, 2014
- Transmission Network Cost Allocation Based on Circuit Theory and the Aumann-Shapley MethodIEEE Transactions on Power Systems, 2013
- The bilevel programming problem: reformulations, constraint qualifications and optimality conditionsMathematical Programming, 2012
- Is bilevel programming a special case of a mathematical program with complementarity constraints?Mathematical Programming, 2010