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A novel multi-objective Stackelberg game model for multi-energy dynamic pricing and flexible scheduling in distributed multi-energy system

  • Xiaoxiao Ren
  • , Jinshi Wang
  • , Sifan Yang
  • , Quanbin Zhao
  • , Yifan Jia
  • , Kejie Ou
  • , Guangtao Hu
  • , Junjie Yan
  • Xi'an Jiaotong University
  • Yulin University

Research output: Contribution to journalArticlepeer-review

13 Scopus citations

Abstract

Amidst global energy and environmental challenges, distributed multi-energy system (DMES) offers a promising solution. To optimize resource allocation and foster energy market development, this paper proposes a novel multi-energy management and pricing framework based on a multi-objective Stackelberg game. The DMES operator (DMEO) serves as the leader, optimizing DMES scheduling and pricing to balance revenue, energy consumption, and carbon emissions objectives. Users adjust their energy demand based on pricing to maximize consumption surplus. To enable the low-carbon and flexible operation of DMES, carbon trading and demand response mechanisms are introduced. The model is solved using the NSGA-III algorithm and Gurobi solver, with a robust optimization model with adjustable robust measure is established to address renewable energy uncertainty. The validity of the proposed model is verified through a case study of a data center. Compared with the traditional Stackelberg game model, the proposed model reduces carbon emissions by 1.64 % and energy consumption by 1.59 %. Under this optimization framework, the exergy efficiency and energy efficiency of DMES are 0.535 and 0.798, while the share of renewable energy is 34.6 %. Increased renewable energy uncertainty results in diminished DMEO revenue, heightened carbon emissions and energy consumption, while significantly reducing energy and exergy efficiency.

Original languageEnglish
Article number136206
JournalEnergy
Volume325
DOIs
StatePublished - 15 Jun 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Carbon trading
  • Demand response
  • Distributed multi-energy system
  • Robust optimization
  • Stackelberg game

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