Detail publikačního výsledku

An Integrated Approach to Optimizing the Energy Efficiency of Water Supply—The Way to Achieve Effective Management

MEČÍŘ, F.; KUČERA, T.; SNÁŠEL, D.

Originální název

An Integrated Approach to Optimizing the Energy Efficiency of Water Supply—The Way to Achieve Effective Management

Anglický název

An Integrated Approach to Optimizing the Energy Efficiency of Water Supply—The Way to Achieve Effective Management

Druh

Článek Scopus

Originální abstrakt

Escalating energy costs in recent years have spurred an examination of energy cost reduction strategies. Among these, exploring spot markets and building photovoltaic power plants at water facilities have emerged as promising options. This study focuses on the utilization of genetic algorithms to optimize pumping operations. Through simulations and case studies on small and medium-sized water distribution networks in the Czech Republic, the effectiveness of genetic algorithms at reducing operational costs is demonstrated. The integration of neural networks for predictive modeling and real-time decision-making complements the genetic algorithm approach, promising significant operational savings amid evolving energy market dynamics.

Anglický abstrakt

Escalating energy costs in recent years have spurred an examination of energy cost reduction strategies. Among these, exploring spot markets and building photovoltaic power plants at water facilities have emerged as promising options. This study focuses on the utilization of genetic algorithms to optimize pumping operations. Through simulations and case studies on small and medium-sized water distribution networks in the Czech Republic, the effectiveness of genetic algorithms at reducing operational costs is demonstrated. The integration of neural networks for predictive modeling and real-time decision-making complements the genetic algorithm approach, promising significant operational savings amid evolving energy market dynamics.

Klíčová slova

energy management; optimization; pumping plan; water demand forecast

Klíčová slova v angličtině

energy management; optimization; pumping plan; water demand forecast

Autoři

MEČÍŘ, F.; KUČERA, T.; SNÁŠEL, D.

Vydáno

24.12.2024

Nakladatel

Multidisciplinary Digital Publishing Institute (MDPI)

Periodikum

Engineering Proceedings

Svazek

69

Číslo

1

Stát

Švýcarská konfederace

Strany od

1

Strany do

4

Strany počet

4

URL

https://www.mdpi.com/2673-4591/69/1/212

Plný text v Digitální knihovně

http://hdl.handle.net/11012/256370

BibTex

@article{BUT201673,
  author="{} and Filip {Mečíř} and Tomáš {Kučera} and  {} and Daniel {Snášel} and Petr {Hluštík} and  {} and  {}",
  title="An Integrated Approach to Optimizing the Energy Efficiency of Water Supply—The Way to Achieve Effective Management",
  journal="Engineering Proceedings",
  year="2024",
  volume="69",
  number="1",
  pages="4",
  doi="10.3390/engproc2024069212",
  url="https://www.mdpi.com/2673-4591/69/1/212"
}