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柔性負(fù)荷與儲能資源接入電力市場的建模與分析技術(shù)

柔性負(fù)荷與儲能資源接入電力市場的建模與分析技術(shù)

作者:葉宇劍
出版社:東南大學(xué)出版社出版時(shí)間:2022-12-01
開本: 其他 頁數(shù): 184
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柔性負(fù)荷與儲能資源接入電力市場的建模與分析技術(shù) 版權(quán)信息

柔性負(fù)荷與儲能資源接入電力市場的建模與分析技術(shù) 內(nèi)容簡介

本出版物集中探討了儲能與柔性負(fù)荷的大規(guī)模接入對電力系統(tǒng)市場化改革、電力市場建模與分析所帶來的挑戰(zhàn)與機(jī)遇。重點(diǎn)研究了大規(guī)模儲能與柔性負(fù)荷接入下,電力市場非凸定價(jià)與補(bǔ)償機(jī)制的制定策略;對電力市場發(fā)電商市場力的抑制作用以及對電力市場納什均衡的影響;以及儲能與柔性負(fù)荷自身市場力行使的可能性分析。主要內(nèi)容涉及可應(yīng)對發(fā)電及負(fù)荷側(cè)雙重非凸特性的電力市場定價(jià)與補(bǔ)償機(jī)制,電力市場多元主體的雙層優(yōu)化模型,以及可推演多市場主體不接近競爭行為下市場的納什均衡的建模方法。本出版物從根本上變革了市場建模方法:從傳統(tǒng)假定接近競爭、從系統(tǒng)角度出發(fā)、以社會福利優(yōu)選化為優(yōu)化目標(biāo)的安全約束經(jīng)濟(jì)調(diào)度問題轉(zhuǎn)變?yōu)橘x能捕捉多個(gè)獨(dú)立市場主體以自身利潤優(yōu)選化的逐利行為的多主體博弈模型,為提高和完善我國電力市場設(shè)計(jì)做出了貢獻(xiàn)。本出版物定性定量評估了柔性負(fù)荷及儲能的大規(guī)模市場接入對傳統(tǒng)市場主體策略的影響,對市場均衡的影響,并對儲能與柔性負(fù)荷自身可能進(jìn)行的策略行為進(jìn)行建模與分析,明確了柔性負(fù)荷與儲能可提供的靈活性在提升電力市場運(yùn)行效率中的價(jià)值。

柔性負(fù)荷與儲能資源接入電力市場的建模與分析技術(shù) 目錄

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
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柔性負(fù)荷與儲能資源接入電力市場的建模與分析技術(shù) 作者簡介

  葉宇劍,男,東南大學(xué)副研究員,博士生導(dǎo)師,兼任倫敦帝國理工學(xué)院榮譽(yù)講師,IEEESenior Member。主要研究方向包括電力市場建模與分析,人工智能在電力及能源系統(tǒng)的應(yīng)用,能源互聯(lián)網(wǎng)中的建模、優(yōu)化與控制等國際前沿?zé)狳c(diǎn)課題,F(xiàn)主持國家自然科學(xué)基金青年基金項(xiàng)目、江蘇省自然科學(xué)基金青年基金項(xiàng)目、江蘇省“雙創(chuàng)博士”世界名校類人才項(xiàng)目、江蘇省科技副總項(xiàng)目各一項(xiàng)。2016~2020年作為帝國理工學(xué)院科研團(tuán)隊(duì)的技術(shù)骨干,參與了由歐盟委員會、英國工程和自然科學(xué)研究委員會等資助的多個(gè)科研項(xiàng)目,總項(xiàng)目投資額超過4000萬英鎊。共發(fā)表60余篇學(xué)術(shù)論文以及出版1部英文專著,作為通訊作者在IEEE旗艦期刊Proceedings of the IEEE上發(fā)表1篇論文、作為通訊作者在國內(nèi)外高水平學(xué)術(shù)期刊上發(fā)表26篇論文(其中中科院一區(qū)Top SCI論文15篇),累積影響因子超過160。擔(dān)任IEEE Transactions on Smart Grid、IEEE Transactions on Industry Applications、IEEE Systems Journal、IET Renewable Power Generation等期刊編委:擔(dān)任Applied Energy等期刊青年編委;擔(dān)任《中國電機(jī)工程學(xué)報(bào)》等期刊專題編委。

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