Gokmen Ceribasi , Ahmet Iyad Ceyhunlu , Ahmet Celebi
{"title":"气候变化对可再生能源水力发电的影响:以Sakarya盆地为例","authors":"Gokmen Ceribasi , Ahmet Iyad Ceyhunlu , Ahmet Celebi","doi":"10.1016/j.asej.2025.103823","DOIUrl":null,"url":null,"abstract":"<div><div>This research is carried out by applying MRLI method to energy data produced at HEPPs located in Sakarya basin and precipitation and temperature data. This method is being carried out for first time for energy data. Temperature data generally showed increasing trends at low risk levels, while in some stations, decreasing trends were observed at high risk levels. Precipitation data varied by station; decreasing trends were prominent at all risk levels in Sakarya and Kütahya, while both increasing and decreasing trends were observed in stations Düzce and Ankara. Energy data showed distinct trends at different risk levels, with increases observed at some plants at low risk levels, while decreases were observed at others at all levels. These findings suggest that the impacts of climate change on hydroelectric power production are nonlinear and depend on risk level. MRLI reveals contrasting trends at different risk levels that classical linear methods cannot reveal.</div></div>","PeriodicalId":48648,"journal":{"name":"Ain Shams Engineering Journal","volume":"17 1","pages":"Article 103823"},"PeriodicalIF":5.9000,"publicationDate":"2025-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The role of climate change on hydroelectric energy from renewable energy sources: A case study of Sakarya Basin, Türkiye\",\"authors\":\"Gokmen Ceribasi , Ahmet Iyad Ceyhunlu , Ahmet Celebi\",\"doi\":\"10.1016/j.asej.2025.103823\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This research is carried out by applying MRLI method to energy data produced at HEPPs located in Sakarya basin and precipitation and temperature data. This method is being carried out for first time for energy data. Temperature data generally showed increasing trends at low risk levels, while in some stations, decreasing trends were observed at high risk levels. Precipitation data varied by station; decreasing trends were prominent at all risk levels in Sakarya and Kütahya, while both increasing and decreasing trends were observed in stations Düzce and Ankara. Energy data showed distinct trends at different risk levels, with increases observed at some plants at low risk levels, while decreases were observed at others at all levels. These findings suggest that the impacts of climate change on hydroelectric power production are nonlinear and depend on risk level. MRLI reveals contrasting trends at different risk levels that classical linear methods cannot reveal.</div></div>\",\"PeriodicalId\":48648,\"journal\":{\"name\":\"Ain Shams Engineering Journal\",\"volume\":\"17 1\",\"pages\":\"Article 103823\"},\"PeriodicalIF\":5.9000,\"publicationDate\":\"2025-10-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ain Shams Engineering Journal\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2090447925005647\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ain Shams Engineering Journal","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2090447925005647","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
The role of climate change on hydroelectric energy from renewable energy sources: A case study of Sakarya Basin, Türkiye
This research is carried out by applying MRLI method to energy data produced at HEPPs located in Sakarya basin and precipitation and temperature data. This method is being carried out for first time for energy data. Temperature data generally showed increasing trends at low risk levels, while in some stations, decreasing trends were observed at high risk levels. Precipitation data varied by station; decreasing trends were prominent at all risk levels in Sakarya and Kütahya, while both increasing and decreasing trends were observed in stations Düzce and Ankara. Energy data showed distinct trends at different risk levels, with increases observed at some plants at low risk levels, while decreases were observed at others at all levels. These findings suggest that the impacts of climate change on hydroelectric power production are nonlinear and depend on risk level. MRLI reveals contrasting trends at different risk levels that classical linear methods cannot reveal.
期刊介绍:
in Shams Engineering Journal is an international journal devoted to publication of peer reviewed original high-quality research papers and review papers in both traditional topics and those of emerging science and technology. Areas of both theoretical and fundamental interest as well as those concerning industrial applications, emerging instrumental techniques and those which have some practical application to an aspect of human endeavor, such as the preservation of the environment, health, waste disposal are welcome. The overall focus is on original and rigorous scientific research results which have generic significance.
Ain Shams Engineering Journal focuses upon aspects of mechanical engineering, electrical engineering, civil engineering, chemical engineering, petroleum engineering, environmental engineering, architectural and urban planning engineering. Papers in which knowledge from other disciplines is integrated with engineering are especially welcome like nanotechnology, material sciences, and computational methods as well as applied basic sciences: engineering mathematics, physics and chemistry.