Comparative study on the reservoir operation planning with the climate change adaptation

The management planning of Pedu–Muda reservoir, Kedah, was investigated in the context of the climate change evolution. The aim of this study was to evaluate the impact of the climate change to the reservoir operating management system and its sustainability. The study was divided into two sections;...

Full description

Bibliographic Details
Main Authors:	Nurul Nadrah Aqilah, Tukimat, Sobri, Harun
Format:	Article
Language:	English
Published:	Springer Nature 2019
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/27146/ http://umpir.ump.edu.my/id/eprint/27146/ http://umpir.ump.edu.my/id/eprint/27146/ http://umpir.ump.edu.my/id/eprint/27146/1/Tukimat-Harun2019_Article_ComparativeStudyOnTheReservoir%20%28snas%29.pdf

id	ump-27146
recordtype	eprints
spelling	ump-271462020-03-10T08:55:50Z http://umpir.ump.edu.my/id/eprint/27146/ Comparative study on the reservoir operation planning with the climate change adaptation Nurul Nadrah Aqilah, Tukimat Sobri, Harun TA Engineering (General). Civil engineering (General) The management planning of Pedu–Muda reservoir, Kedah, was investigated in the context of the climate change evolution. The aim of this study was to evaluate the impact of the climate change to the reservoir operating management system and its sustainability. The study was divided into two sections; Analysis 1 refers to the reservoir optimization adapted with the climate assessment. The statistical downscaling model reacted as the climate model to generate the long-term pattern of the local climates affected by the greenhouse gases. Analysis 2 refers to the reservoir optimization but excluded the climate changes assessment in the analyses. The non-dominated sorting genetic algorithm version II (NSGA-II) was applied in both analyses to optimize the water use due to the multi-objectives demand, maximizing water release, minimizing water shortage and maximizing reservoir storage. The formation of Pareto optimal solutions from both analyses was measured and compared. The results showed the Analysis 1 potential to produce consistence monthly flow with lesser error and higher correlation values. It also produced better Pareto optimal solution set and considered all the objectives demands. The NSGA-II also successfully improves and re-manages the reservoir storage efficiently and reduce the dependency of these reservoirs. Springer Nature 2019-10-21 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/27146/1/Tukimat-Harun2019_Article_ComparativeStudyOnTheReservoir%20%28snas%29.pdf Nurul Nadrah Aqilah, Tukimat and Sobri, Harun (2019) Comparative study on the reservoir operation planning with the climate change adaptation. SN Applied Sciences, 1 (1449). ISSN 2523-3963 (Print); 2523-3971 (Online) https://doi.org/10.1007/s42452-019-1472-6 https://doi.org/10.1007/s42452-019-1472-6
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TA Engineering (General). Civil engineering (General)
spellingShingle	TA Engineering (General). Civil engineering (General) Nurul Nadrah Aqilah, Tukimat Sobri, Harun Comparative study on the reservoir operation planning with the climate change adaptation
description	The management planning of Pedu–Muda reservoir, Kedah, was investigated in the context of the climate change evolution. The aim of this study was to evaluate the impact of the climate change to the reservoir operating management system and its sustainability. The study was divided into two sections; Analysis 1 refers to the reservoir optimization adapted with the climate assessment. The statistical downscaling model reacted as the climate model to generate the long-term pattern of the local climates affected by the greenhouse gases. Analysis 2 refers to the reservoir optimization but excluded the climate changes assessment in the analyses. The non-dominated sorting genetic algorithm version II (NSGA-II) was applied in both analyses to optimize the water use due to the multi-objectives demand, maximizing water release, minimizing water shortage and maximizing reservoir storage. The formation of Pareto optimal solutions from both analyses was measured and compared. The results showed the Analysis 1 potential to produce consistence monthly flow with lesser error and higher correlation values. It also produced better Pareto optimal solution set and considered all the objectives demands. The NSGA-II also successfully improves and re-manages the reservoir storage efficiently and reduce the dependency of these reservoirs.
format	Article
author	Nurul Nadrah Aqilah, Tukimat Sobri, Harun
author_facet	Nurul Nadrah Aqilah, Tukimat Sobri, Harun
author_sort	Nurul Nadrah Aqilah, Tukimat
title	Comparative study on the reservoir operation planning with the climate change adaptation
title_short	Comparative study on the reservoir operation planning with the climate change adaptation
title_full	Comparative study on the reservoir operation planning with the climate change adaptation
title_fullStr	Comparative study on the reservoir operation planning with the climate change adaptation
title_full_unstemmed	Comparative study on the reservoir operation planning with the climate change adaptation
title_sort	comparative study on the reservoir operation planning with the climate change adaptation
publisher	Springer Nature
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/27146/ http://umpir.ump.edu.my/id/eprint/27146/ http://umpir.ump.edu.my/id/eprint/27146/ http://umpir.ump.edu.my/id/eprint/27146/1/Tukimat-Harun2019_Article_ComparativeStudyOnTheReservoir%20%28snas%29.pdf
first_indexed	2023-09-18T22:42:35Z
last_indexed	2023-09-18T22:42:35Z
_version_	1777417013237383168

Comparative study on the reservoir operation planning with the climate change adaptation

Similar Items