混合本地能源市场:纳入基于效用函数的同行风险属性、可再生能源整合和电网约束分析

IF 7.1 Q1 ENERGY & FUELS Energy Conversion and Management-X Pub Date : 2024-09-18 DOI:10.1016/j.ecmx.2024.100713
Mehran Moradi , Hooman Farzaneh
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引用次数: 0

摘要

本研究提出了一种新颖的地方能源市场(LEM)混合交易框架,该框架经过精心设计,可用于配电网参与者之间的高效能源交易。所提出的 LEM 混合建模框架旨在通过考虑市场参与者的行为并将网络约束纳入交易框架来实现社会福利最大化。针对市场参与者的消费行为,采用了带有同级风险属性的效用函数概念,区分了灵活需求和非灵活需求。此外,它还巧妙地管理了各种发电类型,包括柴油发电机、风能和太阳能发电机以及储能,每种类型都有独特的成本函数。调查扩展到对日本电力交换市场(JEPX)的分析,考虑到日本东京的居民用电需求,通过与基于社区的市场(CB)和点对点市场(P2P)进行比较,并在多种情景下仔细研究市场参与者的行为。这些情景包括不同市场结构的比较、价格的变化、电网限制的考虑以及不同的天气情况。提议的框架利用 IEEE 33 总线和 69 总线标准测试系统进行了严格的评估,结果证明了其实用性、提议的市场与 CB 和 P2P 市场相比的优越性,并对市场参与者的行为与不同市场结构、价格波动、电网限制和天气情况的动态之间错综复杂的相互作用提供了宝贵的见解。
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Hybrid local energy markets: Incorporating utility function-based peer risk attributes, renewable energy integration, and grid constraints analysis
This study proposes a novel hybrid Local Energy Market (LEM) trading framework meticulously designed for efficient energy trading among distribution network participants. The proposed LEM hybrid modeling framework aims to maximize social welfare by considering the behavior of market participants and incorporating network constraints into the transactional framework. To address the consumption behavior of market participants, the concept of the utility function with peer risk attributes is employed, differentiating between flexible and inflexible demands. Additionally, it adeptly manages various generation types, including diesel generators, wind and solar generators, and storage, each characterized by a unique cost function. The investigation extends to the analysis of the Japan Electric Power Exchange market (JEPX), taking into account the residential electricity demand in Tokyo, Japan, by comparing with community-based (CB) and peer-to-peer (P2P) markets and scrutinizing market player behavior across multiple scenarios. These scenarios include comparisons of different market structures, variations in prices, considerations of grid constraints, and diverse weather scenarios. The proposed framework undergoes rigorous evaluation utilizing the IEEE 33-bus and 69-bus standard test systems, with results demonstrating its practicality, superiority of the proposed market compared to the CB and P2P markets, and providing valuable insights into the intricate interplay between market players’ behavior and the dynamics of diverse market structures, price fluctuations, grid constraints, and weather scenarios.
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来源期刊
CiteScore
8.80
自引率
3.20%
发文量
180
审稿时长
58 days
期刊介绍: Energy Conversion and Management: X is the open access extension of the reputable journal Energy Conversion and Management, serving as a platform for interdisciplinary research on a wide array of critical energy subjects. The journal is dedicated to publishing original contributions and in-depth technical review articles that present groundbreaking research on topics spanning energy generation, utilization, conversion, storage, transmission, conservation, management, and sustainability. The scope of Energy Conversion and Management: X encompasses various forms of energy, including mechanical, thermal, nuclear, chemical, electromagnetic, magnetic, and electric energy. It addresses all known energy resources, highlighting both conventional sources like fossil fuels and nuclear power, as well as renewable resources such as solar, biomass, hydro, wind, geothermal, and ocean energy.
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