Detail publikace

Multi-Objective Optimization of Resilient Design of the Multipurpose Reservoir in Conditions of Uncertain Climate Change

PASEKA, S. KAPELAN, Z. MARTON, D.

Originální název

Multi-Objective Optimization of Resilient Design of the Multipurpose Reservoir in Conditions of Uncertain Climate Change

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

This paper presents and assesses a new approach to decision-making methods for the design of new reservoirs due in times of decreasing water resources. The methods used in this case are decision theory, Resilience and Robustness method. The methods have been selected primarily to analyze different design parameters of a new dam, mainly dam heights leading to different reservoir volumes. The study presents a novel approach to the optimal design of a multipurpose reservoir that would provide enough water for downstream environmental flow, residential and industrial water supply, agricultural water supply, and hydropower generation in the current conditions of climate uncertainty. Uncertainties are interpreted as possible future changes in the climate system using outputs from regional climatic models. In the case study, a simulation model was developed which is able to quantify long-term water balance and use this data to quantify resilience and robustness of its water supply. The simulation model was correlated to the GANetXL software in order to perform Genetic Algorithms based optimization of the reservoir’s operation. The simulation–optimization model was then applied to a real-life case study in the Czech Republic, in the Morava River Basin where a new dam with the multipurpose reservoir is planned to be built in the future. The results obtained in this way were analyzed in detail to identify the overall best solution consist of dam height and the total reservoir monthly outflow and new operational rules for the analyzed multipurpose reservoir.

Klíčová slova

Design and operation of the multipurpose reservoir; water deficit; reservoir simulation model; climate change; multi-objective optimization NSGA II; resilience and robustness; costs and benefits; water energy

Autoři

PASEKA, S.; KAPELAN, Z.; MARTON, D.

Vydáno

21. 8. 2018

Nakladatel

MDPI AG

Místo

St. Alban-Anlage 66, 4052 Basel, Switzerland

ISSN

2073-4441

Periodikum

Water

Ročník

10

Číslo

9

Stát

Švýcarská konfederace

Strany od

1

Strany do

16

Strany počet

16

URL

http://www.mdpi.com/2073-4441/10/9/1110

Plný text v Digitální knihovně

http://hdl.handle.net/11012/137240

BibTex

@article{BUT149367,
  author="Stanislav {Paseka} and Zoran {Kapelan} and Daniel {Marton}",
  title="Multi-Objective Optimization of Resilient Design of the Multipurpose Reservoir in Conditions of Uncertain Climate Change",
  journal="Water",
  year="2018",
  volume="10",
  number="9",
  pages="1--16",
  doi="10.3390/w10091110",
  issn="2073-4441",
  url="http://www.mdpi.com/2073-4441/10/9/1110"
}