This paper proposes a decentralized hierarchical price function design for charging coordination of Plug-in Electric Vehicles (PEVs) based on the reverse Stackelberg mechanism. We consider an aggregator who purchases energy from the wholesale energy market. The aggregator acts as the leader for a group of PEVs and determines the price of energy versus consumption at each hour a day as its decision function. In the followers level, the optimal charging strategies of the PEVs are coupled through the electricity price. The PEVs in a group are considered to cooperate in finding their Nash-Pareto-optimal charging strategy, by minimizing a social cost function. We propose a decentralized algorithm by combination of mean-filed control and reverse Stackelberg game to find an optimal linear price function while the followers' strategies converge to varepsilon{N}-Nash equilibrium point of the game.

Decentralized charging coordination of plug-in electric vehicles based on reverse stackelberg game / Tajeddini, M. A.; Kebriaei, H.; Glielmo, L.. - (2019), pp. 3414-3419. (Intervento presentato al convegno 18th European Control Conference, ECC 2019 tenutosi a ita nel 2019) [10.23919/ECC.2019.8795735].

Decentralized charging coordination of plug-in electric vehicles based on reverse stackelberg game

Glielmo L.
2019

Abstract

This paper proposes a decentralized hierarchical price function design for charging coordination of Plug-in Electric Vehicles (PEVs) based on the reverse Stackelberg mechanism. We consider an aggregator who purchases energy from the wholesale energy market. The aggregator acts as the leader for a group of PEVs and determines the price of energy versus consumption at each hour a day as its decision function. In the followers level, the optimal charging strategies of the PEVs are coupled through the electricity price. The PEVs in a group are considered to cooperate in finding their Nash-Pareto-optimal charging strategy, by minimizing a social cost function. We propose a decentralized algorithm by combination of mean-filed control and reverse Stackelberg game to find an optimal linear price function while the followers' strategies converge to varepsilon{N}-Nash equilibrium point of the game.
2019
978-3-907144-00-8
Decentralized charging coordination of plug-in electric vehicles based on reverse stackelberg game / Tajeddini, M. A.; Kebriaei, H.; Glielmo, L.. - (2019), pp. 3414-3419. (Intervento presentato al convegno 18th European Control Conference, ECC 2019 tenutosi a ita nel 2019) [10.23919/ECC.2019.8795735].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/910526
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