Balancing Operational Efficiency and Regulation Performance, for Guiding Pumped-storage Day-ahead Scheduling

IF 9.7 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Journal of Cleaner Production Pub Date : 2024-10-28 DOI:10.1016/j.jclepro.2024.144097
Yu Xiao, Meng Zhang, Liuwei Lei, Cheng Ma, Ziwen Zhao, Hongyu Chen, Apel Mahmude, Diyi Chen
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Abstract

Pumped-storage plants (PSPs) have significant potential to regulate intermittent energy sources. However, achieving coordinated optimization of regulation stability and operational efficiency has been a long- standing challenge. This study proposes a new soft linking model to address the limitation that current scheduling methods fail to account for both efficiency and second-level stability simultaneously, aiming to improve the day-ahead scheduling strategies for PSP. Firstly, a Pumped-Storage Hydroelectric System (PSHS) model is developed to reflect the regulation stability of PSP, considering the transient characteristics of hydraulic, mechanical, and electrical subsystems. Then, by analyzing transient responses under various operating working conditions, the study integrates the transient variation laws of the power plant into a regulation stability dataset (RSD). Finally, using RSD as the coupling interface, with regulation stability and operational efficiency as the objective functions, a Pumped-Storage Power Day-ahead Scheduling (PSPDS) model is established. An actual PSP is used as a case study to evaluate the effects of four operational scenes with varying optimization objectives on operational efficiency and subsystem performance. The results indicate that controlling load change magnitude and increasing the load decrease working conditions effectively enhance the stability of PSP subsystems. In addition, although the proposed scheduling scheme increases water consumption by 0.0213% compared to traditional scheduling method, it improves regulation stability by at least 15.14%. The findings suggest that a minor compromise in operational efficiency can lead to a significant improvement in regulation stability. This study provides new perspectives and methods for the management and optimization of PSPs.
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平衡运行效率和调节性能,为抽水蓄能提前调度提供指导
抽水蓄能电站在调节间歇性能源方面潜力巨大。然而,实现调节稳定性和运行效率的协调优化一直是一个长期挑战。针对当前调度方法无法同时考虑效率和二级稳定性的局限性,本研究提出了一种新的软连接模型,旨在改进 PSP 的日前调度策略。首先,考虑到水力、机械和电气子系统的瞬态特性,建立了反映 PSP 调节稳定性的抽水蓄能水电系统(PSHS)模型。然后,通过分析各种运行工况下的瞬态响应,将电站的瞬态变化规律整合到调节稳定性数据集(RSD)中。最后,以 RSD 为耦合接口,以调节稳定性和运行效率为目标函数,建立了抽水蓄能发电日前调度(PSPDS)模型。以实际的 PSP 为案例,评估了四种不同优化目标的运行场景对运行效率和子系统性能的影响。结果表明,控制负载变化幅度和增加负载减少工作条件可有效提高 PSP 子系统的稳定性。此外,尽管与传统调度方法相比,所提出的调度方案增加了 0.0213% 的耗水量,但至少提高了 15.14% 的调节稳定性。研究结果表明,在运行效率上稍作妥协,就能显著提高调节稳定性。本研究为 PSP 的管理和优化提供了新的视角和方法。
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来源期刊
Journal of Cleaner Production
Journal of Cleaner Production 环境科学-工程:环境
CiteScore
20.40
自引率
9.00%
发文量
4720
审稿时长
111 days
期刊介绍: The Journal of Cleaner Production is an international, transdisciplinary journal that addresses and discusses theoretical and practical Cleaner Production, Environmental, and Sustainability issues. It aims to help societies become more sustainable by focusing on the concept of 'Cleaner Production', which aims at preventing waste production and increasing efficiencies in energy, water, resources, and human capital use. The journal serves as a platform for corporations, governments, education institutions, regions, and societies to engage in discussions and research related to Cleaner Production, environmental, and sustainability practices.
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