碳达峰目标场景下全国统一电力市场关键问题分析

郑亚先, 杨争林, 冯树海, 曾丹 - 电网技术, 2021 - epjournal.csee.org.cn
我国电力供需逆向分布特点, 以及跨区跨省输电网架的建立, 一定程度上决定了我国电力资源的
优化配置方式. 随着我国双碳远景目标的逐步明确, 建立全国统一电力市场化运营体系的重要性 …

Learning to solve large-scale security-constrained unit commitment problems

ÁS Xavier, F Qiu, S Ahmed - INFORMS Journal on …, 2021 - pubsonline.informs.org
Security-constrained unit commitment (SCUC) is a fundamental problem in power systems
and electricity markets. In practical settings, SCUC is repeatedly solved via mixed-integer …

On mixed-integer programming formulations for the unit commitment problem

B Knueven, J Ostrowski… - INFORMS Journal on …, 2020 - pubsonline.informs.org
We provide a comprehensive overview of mixed-integer programming formulations for the
unit commitment (UC) problem. UC formulations have been an especially active area of …

Fundamental review of the OPF problem: Challenges, solutions, and state-of-the-art algorithms

Z Yang, H Zhong, Q Xia, C Kang - Journal of Energy Engineering, 2018 - ascelibrary.org
Optimal power flow (OPF) is critical for maintaining the secure and economic operation of
power systems. In this paper, a fundamental analysis of the OPF problem is provided. As a …

Distributionally robust unit commitment with flexible generation resources considering renewable energy uncertainty

S Wang, C Zhao, L Fan, R Bo - IEEE Transactions on Power …, 2022 - ieeexplore.ieee.org
As the penetration of intermittent renewable energy increases in bulk power systems,
flexible generation resources, such as quick-start gas units, become important tools for …

Machine learning approaches to the unit commitment problem: Current trends, emerging challenges, and new strategies

Y Yang, L Wu - The Electricity Journal, 2021 - Elsevier
Traditional power system operation and control decision-making processes, such as the unit
commitment (UC) problem, primarily rely on the physical models and numerical calculations …

Security-constrained unit commitment for electricity market: Modeling, solution methods, and future challenges

Y Chen, F Pan, F Qiu, AS Xavier… - … on Power Systems, 2022 - ieeexplore.ieee.org
This paper summarizes the technical activities of the IEEE Task Force on Solving Large
Scale Optimization Problems in Electricity Market and Power System Applications. This Task …

Transmission constraint filtering in large-scale security-constrained unit commitment

AS Xavier, F Qiu, F Wang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
When solving the security-constrained unit commitment problem, one of the most
complicating factors is handling the large number of transmission constraints, corresponding …

A data-driven variable reduction approach for transmission-constrained unit commitment of large-scale systems

Y Zhou, Q Zhai, L Wu… - Journal of Modern Power …, 2022 - ieeexplore.ieee.org
This paper presents a data-driven variable reduction approach to accelerate the
computation of large-scale transmission-constrained unit commitment (TCUC). Lagrangian …

A chance-constrained optimization framework for transmission congestion management and frequency regulation in the presence of wind farms and energy storage …

R Ansaripour, H Barati, A Ghasemi - Electric Power Systems Research, 2022 - Elsevier
This paper presents a chance-constrained optimization framework for transmission
congestion management in the presence of wind turbines and electrical energy storage …