User Satisfaction Based Home Energy Management System for Smart Cities
| Autor: | Nadeem Javaid, Zahoor Ali Khan, Fozia Feroze, Saman Zahoor, Itrat Fatima, Nabeeha Qayyum, Umar Qasim |
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| Rok vydání: | 2017 |
| Předmět: |
Demand side
Operations research Computer science 020209 energy User satisfaction User defined 02 engineering and technology Computer security computer.software_genre Energy management system Smart grid Differential evolution Genetic algorithm 0202 electrical engineering electronic engineering information engineering Harmony search computer |
| Zdroj: | Innovative Mobile and Internet Services in Ubiquitous Computing ISBN: 9783319615417 IMIS |
| Popis: | With the advent of smart grid and demand side management techniques, users have opportunity to reduce their electricity cost without compromising their comfort much. In this paper, we evaluate the performance of home energy management system based on user satisfaction. Our objective is to maximize the total user satisfaction within user defined budget. For budget three different scenarios are presented that are; $0.25/day, $0.50/day and $1.00/day. To obtain the desired satisfaction three optimization techniques are used: genetic algorithm (GA), enhanced differential evolution (EDE) algorithm, harmony search algorithm (HSA) and their results are compared in terms of achieved satisfaction. |
| Databáze: | OpenAIRE |
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