Optimal planning of integrated electricity-natural gas distribution systems with hydrogen enriched compressed natural gas operation

IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC International Journal of Electrical Power & Energy Systems Pub Date : 2024-08-16 DOI:10.1016/j.ijepes.2024.110174
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Abstract

In future integrated electricity-natural gas distribution systems (IEGDS), hydrogen and methane converted from excessive renewable generation will be mixed with natural gas to form hydrogen enriched compressed natural gas (HCNG) for fewer carbon emissions. Consequently, optimal planning of the HCNG-integrated IEGDS plays an essential role in increasing the economy and technical benefits. However, integrating HCNG operation into the planning of IEGDS still has many challenges, such as unrealistic modeling, nonlinear constraints, and the potential risk of voltage violations. The purpose of this paper is to develop a tractable optimization model for planning and operation of the HCNG-integrated IEGDS, aiming to minimize the investment and operating cost, reduce the voltage violation, and improve the renewable power penetration rate. To achieve this, a bilevel optimization model is developed for optimal planning of wind turbines and soft open points (SOPs) in the IEGDS considering comprehensive HCNG operation, in which both hydrogen and methane injection are considered and optimized for different system operation scenarios. Furthermore, the proposed nonlinear model is reformulated to a tractable bilevel mixed-integer second-order cone model using several reformulation techniques and solved by the reformulation and decomposition algorithm. Case studies, performed using the publicly available datasets, are conducted to demonstrate the economic and technical improvement by implementing the proposed planning model. The annual planning results show that incorporating the coordination between SOPs and methane injection results in a 6.77% reduction in investment cost, a 22.64% reduction in operating cost, a 62.69% decrease in voltage violation, and a 23.58% increase in the wind power penetration rate. Moreover, SOPs are more applicable to the safe operation of the IEGDS under high energy load conditions.

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使用富氢压缩天然气运行的电力-天然气综合配送系统的优化规划
在未来的电力-天然气一体化输配系统(IEGDS)中,过量可再生能源发电转化的氢气和甲烷将与天然气混合,形成富氢压缩天然气(HCNG),以减少碳排放。因此,HCNG 集成 IEGDS 的优化规划对于提高经济和技术效益至关重要。然而,将 HCNG 运行纳入 IEGDS 规划仍面临许多挑战,如不切实际的建模、非线性约束和潜在的电压违规风险。本文的目的是为 HCNG 一体化 IEGDS 的规划和运行开发一个可操作的优化模型,旨在最大限度地降低投资和运行成本,减少电压违规,提高可再生能源发电渗透率。为此,针对 IEGDS 中风力涡轮机和软开放点 (SOP) 的优化规划开发了双层优化模型,考虑了 HCNG 的综合运行,其中同时考虑了氢气和甲烷的注入,并针对不同的系统运行情况进行了优化。此外,还使用多种重构技术将所提出的非线性模型重构为可控的双级混合整数二阶锥模型,并使用重构和分解算法进行求解。通过使用公开数据集进行案例研究,展示了通过实施拟议规划模型所带来的经济和技术改进。年度规划结果表明,将 SOP 与甲烷注入相协调可使投资成本降低 6.77%,运营成本降低 22.64%,电压违规率降低 62.69%,风电渗透率提高 23.58%。此外,SOP 更适用于高能量负荷条件下 IEGDS 的安全运行。
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来源期刊
International Journal of Electrical Power & Energy Systems
International Journal of Electrical Power & Energy Systems 工程技术-工程:电子与电气
CiteScore
12.10
自引率
17.30%
发文量
1022
审稿时长
51 days
期刊介绍: The journal covers theoretical developments in electrical power and energy systems and their applications. The coverage embraces: generation and network planning; reliability; long and short term operation; expert systems; neural networks; object oriented systems; system control centres; database and information systems; stock and parameter estimation; system security and adequacy; network theory, modelling and computation; small and large system dynamics; dynamic model identification; on-line control including load and switching control; protection; distribution systems; energy economics; impact of non-conventional systems; and man-machine interfaces. As well as original research papers, the journal publishes short contributions, book reviews and conference reports. All papers are peer-reviewed by at least two referees.
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