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柔性负荷与储能资源接入电力市场的建模与分析技术

柔性负荷与储能资源接入电力市场的建模与分析技术

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  • ISBN:9787564199081
  • 装帧:一般胶版纸
  • 册数:暂无
  • 重量:暂无
  • 开本:其他
  • 页数:184
  • 出版时间:2022-12-01
  • 条形码:9787564199081 ; 978-7-5641-9908-1

内容简介

本出版物集中探讨了储能与柔性负荷的大规模接入对电力系统市场化改革、电力市场建模与分析所带来的挑战与机遇。重点研究了大规模储能与柔性负荷接入下,电力市场非凸定价与补偿机制的制定策略;对电力市场发电商市场力的抑制作用以及对电力市场纳什均衡的影响;以及储能与柔性负荷自身市场力行使的可能性分析。主要内容涉及可应对发电及负荷侧双重非凸特性的电力市场定价与补偿机制,电力市场多元主体的双层优化模型,以及可推演多市场主体不接近竞争行为下市场的纳什均衡的建模方法。本出版物从根本上变革了市场建模方法:从传统假定接近竞争、从系统角度出发、以社会福利优选化为优化目标的安全约束经济调度问题转变为赋能捕捉多个独立市场主体以自身利润优选化的逐利行为的多主体博弈模型,为提高和完善我国电力市场设计做出了贡献。本出版物定性定量评估了柔性负荷及储能的大规模市场接入对传统市场主体策略的影响,对市场均衡的影响,并对储能与柔性负荷自身可能进行的策略行为进行建模与分析,明确了柔性负荷与储能可提供的灵活性在提升电力市场运行效率中的价值。

目录

Chapter 1 Introduction
1.1 MonographContext
1.2 Monograph Motivation
1.2.1 Role of Flexible Demand and Energy Storage in the Emerging Power System Setting
1.2.2 Market-Based Realisation of Flexible Demand and Energy Storage Flexibility
1,3 Monograph Scope and Original Contributions
1.3.1 Monograph Scope
1.3.2 Monograph Original Contributions
1.4 MonographOutline

Chapter 2 Current Trends on Market Integration of Flexible Demand and Energy Storage
2.1 Introduction
2.2 Modelling Approaches for Flexible Demand and Energy Storage
2.3 Market Arrangements tor Flexible Demand and Energy Storage
2.3.1 Centralized Market Clearing Mechanism
2.3.2 Decentralized Dynamic Pricing-Based Mechanism
2.4 Participation of Flexible Demand and Energy Storage in Different Market Segments
2.5 Centralized Market Clearing Mechanism with Flexible Demand and Energy Storage Participation
2.5.1 Assumptions on Examined Electricity Market Model
2.5.2 Model of Centralized Market Clearing Mechanism

Chapter 3 Factoring Flexible Demand Non-Convexities in Electricity Markets
3.1 Introduction
3.2 Literature Review
3.3 Centralized Market Clearing Under Flexible Demand Participation
3.3.1 Modelling Generation Participants
3.3.2 Modelling Flexible Demand Participants
3.3.3 Centralized Market Clearing Solutions
3.4 Surplus Sub-Optimality Effects and Their Relation to Participants' Non-Convexities
3.4.1 Surplus Sub-Optimality
3.4.2 Generation Non Convexities and Impacts on Surplus Optimality
3.4.3 Flexible Demand Non-Convexities and Impacts on Surplus Optimality
3.5 Generalized Uplifts Under Flexible Demand Participation
3.5.1 Lump-Sum Uplifts
3.5.2 Generalized Uplifts
3.5.3 Formulation of Minimum Discrimination Problem
3.5.4 Solution Techniques of the Minimum Discrimination Problem
3.6 Convex Hull Pricing Under Flexible Demand Participation
3.6.1 Concept of Convex HullPricing
3.6.2 Lagrangian Formulation of Convex Hull Pricing Problem
3.6.3 Solution Techniques of the Lagrangian Dual Problem
3.7 Case Studies
3.7.1 Test Data andlmplementation
3.7.2 Impacts of Flexible Demand Non-Convexities
3.7.3 Generalized Uplift Approach
3.7.4 Convex HulIPricing Approach
3.8 Conclusions

Chapter 4 Investigating the Impact of Flexible Demand and Energy Storage on the
Exercise of Market Power by Strategic Producers in Imperfect Electricity Markets
4.1 Introduction
4.2 LiteratureReview
4.2.1 Modelling Imperfect Markets with Strategic Electricity Producers
4.2.2 Generation Market Power Mitigation
4.3 Modelling Market Participants
……
Chapter 5 Investigating the Exercise of Market Power by Strategic Flexible Demand
and Energy Storage in Imperfect Electricity Markets
Chapter 6 Conclusions and Future Work
References
Appendix A Convexity Principles
Appendix B Lagrangian Formulation of Convex Hull Pricing Problem
Appendix C List of Abbreviations
展开全部

作者简介

  叶宇剑,男,东南大学副研究员,博士生导师,兼任伦敦帝国理工学院荣誉讲师,IEEESenior Member。主要研究方向包括电力市场建模与分析,人工智能在电力及能源系统的应用,能源互联网中的建模、优化与控制等国际前沿热点课题。现主持国家自然科学基金青年基金项目、江苏省自然科学基金青年基金项目、江苏省“双创博士”世界名校类人才项目、江苏省科技副总项目各一项。2016~2020年作为帝国理工学院科研团队的技术骨干,参与了由欧盟委员会、英国工程和自然科学研究委员会等资助的多个科研项目,总项目投资额超过4000万英镑。共发表60余篇学术论文以及出版1部英文专著,作为通讯作者在IEEE旗舰期刊Proceedings of the IEEE上发表1篇论文、作为通讯作者在国内外高水平学术期刊上发表26篇论文(其中中科院一区Top SCI论文15篇),累积影响因子超过160。担任IEEE Transactions on Smart Grid、IEEE Transactions on Industry Applications、IEEE Systems Journal、IET Renewable Power Generation等期刊编委:担任Applied Energy等期刊青年编委;担任《中国电机工程学报》等期刊专题编委。

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