DLMP of Competitive Markets in Active Distribution Networks: Models, Solutions, Applications, and Visions

Wang, Xiaofei; Li, Fangxing; Bai, Linquan; Fang, Xin

doi:10.1109/jproc.2022.3177230

DLMP of Competitive Markets in Active Distribution Networks: Models, Solutions, Applications, and Visions

Journal Article · Mon Jun 13 04:00:00 EDT 2022 · Proceedings of the IEEE

DOI:https://doi.org/10.1109/jproc.2022.3177230· OSTI ID:1982869

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University of Tennessee, Knoxville, TN (United States)
University of North Carolina, Charlotte, NC (United States)
National Renewable Energy Laboratory (NREL), Golden, CO (United States)

Traditionally, the electric distribution system operates with uniform energy prices across all system nodes. However, as the adoption of distributed energy resources (DERs) propels a shift from passive to active distribution network (ADN) operation, a distribution-level electricity market has been proposed to manage new complexities efficiently. In addition, distribution locational marginal price (DLMP) has been established in the literature as the primary pricing mechanism. The DLMP inherits the LMP concept in the transmission-level wholesale market but incorporates characteristics of the distribution system, such as high $R/X$ ratios and power losses, system imbalance, and voltage regulation needs. The DLMP provides a solution that can be essential for competitive market operation in future distribution systems. This article first provides an overview of the current distribution-level market architectures and their early implementations. Next, the general clearing model, model relaxations, and DLMP formulation are comprehensively reviewed. The state-of-the-art solution methods for distribution market clearing are summarized and categorized into centralized, distributed, and decentralized methods. Then, DLMP applications for the operation and planning of DERs and distribution system operators (DSOs) are discussed in detail. Finally, visions of future research directions and possible barriers and challenges are presented.

View Accepted Manuscript (DOE)

Research Organization:: US Department of Energy (USDOE), Washington, DC (United States). Office of Energy Efficiency and Renewable Energy (EERE)

Sponsoring Organization:: USDOE; National Science Foundation (NSF)

OSTI ID:: 1982869

Journal Information:: Proceedings of the IEEE, Journal Name: Proceedings of the IEEE Journal Issue: 7 Vol. 111; ISSN 0018-9219

Publisher:: Institute of Electrical and Electronics EngineersCopyright Statement

Country of Publication:: United States

Language:: English

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Optimal Power Flow of Radial Networks and Its Variations: A Sequential Convex Optimization Approach Wei, Wei; Wang, Jianhui; Li, Na IEEE Transactions on Smart Grid, Vol. 8, Issue 6 https://doi.org/10.1109/TSG.2017.2684183	journal	November 2017
Optimal Placement of Energy Storage in Distribution Networks Tang, Yujie; Low, Steven H. IEEE Transactions on Smart Grid, Vol. 8, Issue 6 https://doi.org/10.1109/TSG.2017.2711921	journal	November 2017
Optimal Transactive Market Operations With Distribution System Operators Renani, Yahya Kabiri; Ehsan, Mehdi; Shahidehpour, Mohammad IEEE Transactions on Smart Grid, Vol. 9, Issue 6 https://doi.org/10.1109/TSG.2017.2718546	journal	November 2018
A Survey of Distributed Optimization and Control Algorithms for Electric Power Systems Molzahn, Daniel K.; Dorfler, Florian; Sandberg, Henrik IEEE Transactions on Smart Grid, Vol. 8, Issue 6 https://doi.org/10.1109/TSG.2017.2720471	journal	November 2017
Three-Stage Robust Inverter-Based Voltage/Var Control for Distribution Networks With High-Level PV Zhang, Cuo; Xu, Yan; Dong, Zhaoyang IEEE Transactions on Smart Grid, Vol. 10, Issue 1 https://doi.org/10.1109/TSG.2017.2752234	journal	January 2019
Data-Driven Power Flow Linearization: A Regression Approach Liu, Yuxiao; Zhang, Ning; Wang, Yi IEEE Transactions on Smart Grid, Vol. 10, Issue 3 https://doi.org/10.1109/TSG.2018.2805169	journal	May 2019
Decomposition and Equilibrium Achieving Distribution Locational Marginal Prices Using Trust-Region Method Hanif, Sarmad; Zhang, Kai; Hackl, Christoph M. IEEE Transactions on Smart Grid, Vol. 10, Issue 3 https://doi.org/10.1109/TSG.2018.2822766	journal	May 2019
Fairness-Regularized DLMP-Based Bilevel Transactive Energy Mechanism in Distribution Systems Zarabie, Ahmad Khaled; Das, Sanjoy; Faqiry, M. Nazif IEEE Transactions on Smart Grid, Vol. 10, Issue 6 https://doi.org/10.1109/TSG.2019.2895527	journal	November 2019
A Framework for Multi-Regional Real-Time Pricing in Distribution Grids Zhang, Kai; Hanif, Sarmad; Hackl, Christoph M. IEEE Transactions on Smart Grid, Vol. 10, Issue 6 https://doi.org/10.1109/TSG.2019.2911996	journal	November 2019
Estimating the Profile of Incentive-Based Demand Response (IBDR) by Integrating Technical Models and Social-Behavioral Factors Shi, Qingxin; Chen, Chien-Fei; Mammoli, Andrea IEEE Transactions on Smart Grid, Vol. 11, Issue 1 https://doi.org/10.1109/TSG.2019.2919601	journal	January 2020
Optimal Participation of Residential Aggregators in Energy and Local Flexibility Markets Correa-Florez, Carlos Adrian; Michiorri, Andrea; Kariniotakis, George IEEE Transactions on Smart Grid, Vol. 11, Issue 2 https://doi.org/10.1109/TSG.2019.2941687	journal	March 2020
Hierarchical Scheduling of Aggregated TCL Flexibility for Transactive Energy in Power Systems Song, Meng; Sun, Wei; Wang, Yifei IEEE Transactions on Smart Grid, Vol. 11, Issue 3 https://doi.org/10.1109/TSG.2019.2955852	journal	May 2020
A Data-Driven Approach to Linearize Power Flow Equations Considering Measurement Noise Liu, Yuxiao; Wang, Yi; Zhang, Ning IEEE Transactions on Smart Grid, Vol. 11, Issue 3 https://doi.org/10.1109/TSG.2019.2957799	journal	May 2020
Coordinated Market Design for Peer-to-Peer Energy Trade and Ancillary Services in Distribution Grids Zhang, Kai; Troitzsch, Sebastian; Hanif, Sarmad IEEE Transactions on Smart Grid, Vol. 11, Issue 4 https://doi.org/10.1109/TSG.2020.2966216	journal	July 2020
Peer-to-Peer Trading in Electricity Networks: An Overview Tushar, Wayes; Saha, Tapan Kumar; Yuen, Chau IEEE Transactions on Smart Grid, Vol. 11, Issue 4 https://doi.org/10.1109/TSG.2020.2969657	journal	July 2020
Distribution Network Marginal Costs: Enhanced AC OPF Including Transformer Degradation Andrianesis, Panagiotis; Caramanis, Michael IEEE Transactions on Smart Grid, Vol. 11, Issue 5 https://doi.org/10.1109/TSG.2020.2980538	journal	September 2020
A Scalable and Distributed Algorithm for Managing Residential Demand Response Programs Using Alternating Direction Method of Multipliers (ADMM) Kou, Xiao; Li, Fangxing; Dong, Jin IEEE Transactions on Smart Grid, Vol. 11, Issue 6 https://doi.org/10.1109/TSG.2020.2995923	journal	November 2020
Coordinated Energy Management of Prosumers in a Distribution System Considering Network Congestion Hu, Junjie; Wu, Jiechen; Ai, Xin IEEE Transactions on Smart Grid, Vol. 12, Issue 1 https://doi.org/10.1109/TSG.2020.3010260	journal	January 2021
Coordination of Distribution Network Reinforcement and DER Planning in Competitive Market Xiao, Xuanyi; Wang, Feng; Shahidehpour, Mohammad IEEE Transactions on Smart Grid, Vol. 12, Issue 3 https://doi.org/10.1109/TSG.2020.3026014	journal	May 2021
Cooperative P2P Energy Trading in Active Distribution Networks: An MILP-Based Nash Bargaining Solution Zhong, Weifeng; Xie, Shengli; Xie, Kan IEEE Transactions on Smart Grid https://doi.org/10.1109/TSG.2020.3031013	journal	January 2020
Bi-Level Robust Optimization for Distribution System With Multiple Microgrids Considering Uncertainty Distribution Locational Marginal Price Wang, Lingling; Zhu, Zean; Jiang, Chuanwen IEEE Transactions on Smart Grid, Vol. 12, Issue 2 https://doi.org/10.1109/TSG.2020.3037556	journal	March 2021
A Linear Branch Flow Model for Radial Distribution Networks and Its Application to Reactive Power Optimization and Network Reconfiguration Yang, Tianshu; Guo, Ye; Deng, Lirong IEEE Transactions on Smart Grid, Vol. 12, Issue 3 https://doi.org/10.1109/TSG.2020.3039984	journal	May 2021
Distribution Market-Clearing and Pricing Considering Coordination of DSOs and ISO: An EPEC Approach Chen, Houhe; Fu, Linbo; Bai, Linquan IEEE Transactions on Smart Grid, Vol. 12, Issue 4 https://doi.org/10.1109/TSG.2021.3061282	journal	July 2021
Tri-Level Scheduling Model Considering Residential Demand Flexibility of Aggregated HVACs and EVs Under Distribution LMP Wang, Xiaofei; Li, Fangxing; Dong, Jin IEEE Transactions on Smart Grid, Vol. 12, Issue 5 https://doi.org/10.1109/TSG.2021.3075386	journal	September 2021
Multi-Round Double Auction-Enabled Peer-to-Peer Energy Exchange in Active Distribution Networks Haggi, Hamed; Sun, Wei IEEE Transactions on Smart Grid, Vol. 12, Issue 5 https://doi.org/10.1109/TSG.2021.3088309	journal	September 2021
A Hierarchical Real-Time Balancing Market Considering Multi-Microgrids With Distributed Sustainable Resources Du, Yan; Li, Fangxing IEEE Transactions on Sustainable Energy, Vol. 11, Issue 1 https://doi.org/10.1109/TSTE.2018.2884223	journal	January 2020
A Stochastic Bilevel Model for an Electricity Retailer in a Liberalized Distributed Renewable Energy Market Campos Do Prado, Josue; Qiao, Wei IEEE Transactions on Sustainable Energy, Vol. 11, Issue 4 https://doi.org/10.1109/TSTE.2020.2976968	journal	October 2020
Distribution LMP-Based Demand Management in Industrial Park via a Bi-Level Programming Approach Wei, Jingdong; Zhang, Yao; Wang, Jianxue IEEE Transactions on Sustainable Energy, Vol. 12, Issue 3 https://doi.org/10.1109/TSTE.2021.3062044	journal	July 2021
Fast Solving Method Based on Linearized Equations of Branch Power Flow for Coordinated Charging of EVs (EVCC) Zhang, Jian; Cui, Mingjian; Li, Bing IEEE Transactions on Vehicular Technology, Vol. 68, Issue 5 https://doi.org/10.1109/TVT.2019.2904464	journal	May 2019
Distributed Voltage Optimization based on the Auxiliary Problem Principle in Active Distribution Systems Di Fazio, Anna Rita; Risi, Chiara; Russo, Mario 2020 55th International Universities Power Engineering Conference (UPEC) https://doi.org/10.1109/UPEC49904.2020.9209840	conference	September 2020
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An Overview of Distributed Energy Resource (DER) Interconnection: Current Practices and Emerging Solutions Horowitz, Kelsey A.; Peterson, Zachary; Coddington, Michael H. https://doi.org/10.2172/1508510	report	April 2019
Optimal precooling of thermostatic loads under time-varying electricity prices Bhattacharya, Saptarshi; Kar, Koushik; Chow, Joe H. 2017 American Control Conference (ACC) https://doi.org/10.23919/ACC.2017.7963150	conference	May 2017
Consumer Psychology Based Optimal Portfolio Design for Demand Response Aggregators Shen, Yunwei; Li, Yang; Zhang, Qiwei Journal of Modern Power Systems and Clean Energy, Vol. 9, Issue 2 https://doi.org/10.35833/MPCE.2019.000572	journal	January 2021
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42 ENGINEERING
Active distribution network (ADN)
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alternating current optimal power flow (ACOPF)
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demand response (DR)
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