Abstract

Liberalized electricity markets, smart grids and high penetration of renewable energy sources (RESs) led to the development of novel markets, whose objective is the harmonization between production and demand, usually noted as real time of flexibility markets. This necessitates the development of novel pricing schemes able to allow energy service providers (ESPs) to maximize their aggregated profits from the traditional markets (trading between wholesale/day-ahead and retail markets) and the innovative flexibility markets. In the same time, ESPs have to offer their end users (consumers) competitive (low cost) energy services. In this context, novel pricing schemes must act, among others, as automated demand side management (DSM) techniques that are able to trigger the desired behavioral changes according to the flexibility market prices in energy consumption curves (ECCs) of the consumers. Energy pricing schemes proposed so far, e.g. real-time pricing, interact in an efficient way with wholesale market. But they do not provide strong enough financial incentives to consumers to modify their energy consumption habits towards energy cost curtailment. Thus, they do not interact efficiently with flexibility markets. Therefore, we develop a flexibility real-time pricing (FRTP) scheme, which offers a dynamically adjustable level of financial incentives to participating users by fairly rewarding the ones that make desirable behavioral changes in their ECCs. Performance evaluation results demonstrate that the proposed FRTP is able to offer a 15%–30% more attractive trade-off between the stacked profits of ESPs, i.e. the sum of the profits from retail and flexibility markets, and the satisfaction of the consumers.

Highlights

  • The lack of direct controllability of the renewable energy sources (RESs) is the main hindrance to the increase of RES penetration in smart grids

  • In the context of SOCIALENERGY [6, 7], we focus on the development of innovative business models for energy service providers (ESPs) and their automated and optimal operation through an information and communication technology (ICT) platform [8]

  • Incentivized from all the above and by evolving the logic and the architecture of the recent pricing schemes found in the literature, this paper presents: 1) A novel pricing scheme architecture, referred to as flexibility real-time pricing (FRTP), which allows progressive ESPs to simultaneously participate in multiple energy markets e.g. day-ahead and real-time markets, and maximize their aggregated profits dynamically by harvesting the heterogeneity of the flexibility levels of consumers, and providing them with incentives in a fair and efficient way

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Summary

Introduction

The lack of direct controllability of the renewable energy sources (RESs) is the main hindrance to the increase of RES penetration in smart grids. The main objectives of the retails pricing schemes (acting as DSM algorithms) are among others [5]: À the maximization of users’ satisfaction/welfare, ` the maximization of ESP’s profits, ́ the minimization of aggregated energy consumption and/or system costs, etc. Incentivized from all the above and by evolving the logic and the architecture of the recent pricing schemes found in the literature, this paper presents: 1) A novel pricing scheme architecture, referred to as flexibility real-time pricing (FRTP), which allows progressive ESPs to simultaneously participate in multiple energy markets e.g. day-ahead and real-time markets, and maximize their aggregated profits dynamically by harvesting the heterogeneity of the flexibility levels of consumers, and providing them with incentives in a fair and efficient way.

Related work
System model
Problem formulation and proposed FRTP scheme
User model
Wholesale and flexibility market models
Optimal FRTP
Performance evaluation results
Findings
Conclusion
Full Text
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