混合市场调控下园区综合能源系统的低碳经济优化——阶梯型碳交易与绿色证书交易相结合的多场景调度系统

IF 7.5 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Lingli Li , Dezhi Li , Yu Zhang , Shenghua Zhou , Jinbo Song , Lugang Yu , Wentao Wang , Yang Wang
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引用次数: 0

摘要

随着全球温室效应的加剧和能源危机的加剧,可再生能源的高效利用和低碳转型已成为能源领域的核心问题。与此同时,多重市场规制也越来越强调能源发展的低碳要求。然而,园区综合能源系统(PIES)的热电联产(CHP)机组存在传统模式的局限性,这对可再生能源的高效利用提出了挑战。为此,本研究设计了一种基于CCP耦合的阶梯碳交易(LCT)-绿色证书交易(GCT)交互交易机制的最优调度模型,该机制将CHP、CCS和P2G耦合在一起。首先分析了LCT和GCT的运行原理,然后分析了二者模型的发展和相互作用机制。其次,建立CCP耦合模型,通过后续调查揭示CCP模式下的电与热耦合特性。最后,以总成本最小为优化目标,构建了PIES最优调度模型。仿真结果表明,该调度策略显著降低了总成本和碳排放,提高了可再生能源的利用率。设定合理的碳交易基准价格、交易间隔长度、绿色证书价格、绿色证书配额系数和转换系数是碳交易的关键。在CCP模式下,LCT-GCT互动机制使PIES能够实现经济-生态双重效益,为传统热电联产与可再生能源项目的协同整合提供了新的协同路径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low-carbon economic optimization of park integrated energy system under hybrid market regulation: A multi-scenario dispatch system integrating ladder-type carbon trading and green certificate trading
With the aggravation of the global greenhouse effect and the worsening of the energy crisis, renewable energy efficient utilization and low-carbon transition have become the core issues in the energy sector. Meanwhile, the multiple market regulations have increasingly emphasized the low-carbon requirements for energy development. However, the combined heat and power (CHP) units of the Park Integrated Energy System (PIES) have traditional-model limitations, which challenge the efficient consumption of renewable energy. In this regard, this research designs an optimal dispatch model based on an interaction trading mechanism of Ladder-type Carbon Trading (LCT)-Green Certificate Trading (GCT) with CCP coupling, which couples CHP, Carbon Capture and Storage (CCS) and Power-to-Gas (P2G). First, an analysis is conducted on the operation principles of LCT and GCT, followed by the development of their models and the interaction mechanism. Second, the CCP coupling model is established with subsequent investigation revealing the coupling characteristics of electricity and heat within the CCP mode. Finally, the PIES optimal dispatching model is constructed with the optimization objective of minimizing the total cost. The simulation results demonstrate that the proposed dispatching strategy significantly reduces total costs and carbon emissions, and improves renewable energy utilization. It is crucial to set reasonable carbon trading base price, interval length, green certificate price, green certificate quota coefficient and conversion coefficient among LCT-GCT. Under the CCP mode, the LCT-GCT interaction mechanism enables the PIES to achieve dual economic-ecological benefits, providing a novel and synergistic pathway for collaborative integration between traditional CHP and renewable energy projects.
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来源期刊
Expert Systems with Applications
Expert Systems with Applications 工程技术-工程:电子与电气
CiteScore
13.80
自引率
10.60%
发文量
2045
审稿时长
8.7 months
期刊介绍: Expert Systems With Applications is an international journal dedicated to the exchange of information on expert and intelligent systems used globally in industry, government, and universities. The journal emphasizes original papers covering the design, development, testing, implementation, and management of these systems, offering practical guidelines. It spans various sectors such as finance, engineering, marketing, law, project management, information management, medicine, and more. The journal also welcomes papers on multi-agent systems, knowledge management, neural networks, knowledge discovery, data mining, and other related areas, excluding applications to military/defense systems.
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