Jingyue Yang , Hao Zhang , Chenxi Li , Pengcheng Guo , Bo Ming
{"title":"量化多能互补系统极端情况下抽水蓄能的灵活性、调节潜力和经济价值","authors":"Jingyue Yang , Hao Zhang , Chenxi Li , Pengcheng Guo , Bo Ming","doi":"10.1016/j.energy.2025.136749","DOIUrl":null,"url":null,"abstract":"<div><div>The power system with a high proportion of renewable energy installed capacity requires large-scale power supply adjustment to ensure stable operation. Pumped storage, as a typical large-scale flexible power supply, can effectively stabilize the output fluctuations of renewable energy. This study aims to enhance the flexibility of novel power systems by exploring the regulation potential of pumped storage under extreme scenarios. Extreme scenarios with low, medium, and high renewable penetration rates are generated using Gaussian Mixture Model (GMM) clustering. These scenarios enable an in-depth analysis of flexibility regulation demands and capabilities on both the supply and demand sides. A scheduling optimization model is developed to assess the flexibility regulation capacity and economic benefits of pumped storage. The model quantifies the flexibility regulation capacity and the total daily electricity cost of pumped storage under different scenarios. The results show that in the medium penetration scenario, the total transferable load and its peak periods are reduced. In the high penetration scenario, the flexibility regulation capacity of pumped storage becomes more pronounced. When the ratio of renewable energy, pumped storage, and thermal power is 2:1:1, pumped storage provides enhanced flexibility regulation and minimizes the total electricity cost.</div></div>","PeriodicalId":11647,"journal":{"name":"Energy","volume":"329 ","pages":"Article 136749"},"PeriodicalIF":9.0000,"publicationDate":"2025-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Quantifying the flexibility regulation potential and economic value of pumped storage in extreme scenarios of multi-energy complementary system\",\"authors\":\"Jingyue Yang , Hao Zhang , Chenxi Li , Pengcheng Guo , Bo Ming\",\"doi\":\"10.1016/j.energy.2025.136749\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The power system with a high proportion of renewable energy installed capacity requires large-scale power supply adjustment to ensure stable operation. Pumped storage, as a typical large-scale flexible power supply, can effectively stabilize the output fluctuations of renewable energy. This study aims to enhance the flexibility of novel power systems by exploring the regulation potential of pumped storage under extreme scenarios. Extreme scenarios with low, medium, and high renewable penetration rates are generated using Gaussian Mixture Model (GMM) clustering. These scenarios enable an in-depth analysis of flexibility regulation demands and capabilities on both the supply and demand sides. A scheduling optimization model is developed to assess the flexibility regulation capacity and economic benefits of pumped storage. The model quantifies the flexibility regulation capacity and the total daily electricity cost of pumped storage under different scenarios. The results show that in the medium penetration scenario, the total transferable load and its peak periods are reduced. In the high penetration scenario, the flexibility regulation capacity of pumped storage becomes more pronounced. When the ratio of renewable energy, pumped storage, and thermal power is 2:1:1, pumped storage provides enhanced flexibility regulation and minimizes the total electricity cost.</div></div>\",\"PeriodicalId\":11647,\"journal\":{\"name\":\"Energy\",\"volume\":\"329 \",\"pages\":\"Article 136749\"},\"PeriodicalIF\":9.0000,\"publicationDate\":\"2025-05-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Energy\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0360544225023916\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0360544225023916","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
Quantifying the flexibility regulation potential and economic value of pumped storage in extreme scenarios of multi-energy complementary system
The power system with a high proportion of renewable energy installed capacity requires large-scale power supply adjustment to ensure stable operation. Pumped storage, as a typical large-scale flexible power supply, can effectively stabilize the output fluctuations of renewable energy. This study aims to enhance the flexibility of novel power systems by exploring the regulation potential of pumped storage under extreme scenarios. Extreme scenarios with low, medium, and high renewable penetration rates are generated using Gaussian Mixture Model (GMM) clustering. These scenarios enable an in-depth analysis of flexibility regulation demands and capabilities on both the supply and demand sides. A scheduling optimization model is developed to assess the flexibility regulation capacity and economic benefits of pumped storage. The model quantifies the flexibility regulation capacity and the total daily electricity cost of pumped storage under different scenarios. The results show that in the medium penetration scenario, the total transferable load and its peak periods are reduced. In the high penetration scenario, the flexibility regulation capacity of pumped storage becomes more pronounced. When the ratio of renewable energy, pumped storage, and thermal power is 2:1:1, pumped storage provides enhanced flexibility regulation and minimizes the total electricity cost.
期刊介绍:
Energy is a multidisciplinary, international journal that publishes research and analysis in the field of energy engineering. Our aim is to become a leading peer-reviewed platform and a trusted source of information for energy-related topics.
The journal covers a range of areas including mechanical engineering, thermal sciences, and energy analysis. We are particularly interested in research on energy modelling, prediction, integrated energy systems, planning, and management.
Additionally, we welcome papers on energy conservation, efficiency, biomass and bioenergy, renewable energy, electricity supply and demand, energy storage, buildings, and economic and policy issues. These topics should align with our broader multidisciplinary focus.