Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies
Growing electricity demand, the deployment of renewable energy sources and the widespread use of smart home appliances provide new opportunities for home energy management systems (HEMSs), which can be defined as systems that improve the overall energy production and consumption of residential build...
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my.uniten.dspace-346872024-10-14T11:21:45Z Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies Han B. Zahraoui Y. Mubin M. Mekhilef S. Seyedmahmoudian M. Stojcevski A. 58128219400 57223913703 25930079700 57928298500 55575761400 55884935900 Demand response home appliances home energy management system optimization renewable energy resources smart grid Automation Commerce Economic and social effects Energy management Energy management systems Housing Intelligent buildings Natural resources Renewable energy resources Smart power grids 'current Demand response Home energy management systems Market researches Modeling and scheduling Optimal scheduling Optimisations Renewable energy source Smart grid Domestic appliances Growing electricity demand, the deployment of renewable energy sources and the widespread use of smart home appliances provide new opportunities for home energy management systems (HEMSs), which can be defined as systems that improve the overall energy production and consumption of residential buildings by controlling and scheduling the use of household equipment. By saving energy, reducing residential electricity costs, optimizing the utilization rate and reliability of utility companies' power systems, and reducing air pollution for society, HEMSs lead to an enhancement in the socioeconomic development of low-carbon economies. This review aims to systematically analyze and summarize the development trends and challenges of HEMSs in recent years. This paper reviews the development history of the HEMS architecture and discusses the characteristics of several major communication technologies in the current HEMS infrastructure. In addition, the common objectives and constraints related to scheduling optimization are classified, and several optimization methods in the literature, including various intelligent algorithms, have been introduced, compared, and critically analyzed. Furthermore, experimental studies and challenges in the real world are also summarized and recommendations are given. This paper reveals the trend from simple to complex in the architecture and functionality of HEMSs, discusses the challenges for future improvements in modeling and scheduling, and shows the development of various modeling and scheduling methods. Based on this review, researchers can gain a comprehensive understanding of current research trends in HEMSs and open up ideas for developing new modeling and scheduling approaches by gaining insight into the trade-offs between optimum solutions and computational complexity. � 2013 IEEE. Final 2024-10-14T03:21:45Z 2024-10-14T03:21:45Z 2023 Review 10.1109/ACCESS.2023.3248502 2-s2.0-85149419165 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85149419165&doi=10.1109%2fACCESS.2023.3248502&partnerID=40&md5=59d0a5cb2129594c8950726e0ad0f085 https://irepository.uniten.edu.my/handle/123456789/34687 11 19999 20025 All Open Access Gold Open Access Institute of Electrical and Electronics Engineers Inc. Scopus |
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Demand response home appliances home energy management system optimization renewable energy resources smart grid Automation Commerce Economic and social effects Energy management Energy management systems Housing Intelligent buildings Natural resources Renewable energy resources Smart power grids 'current Demand response Home energy management systems Market researches Modeling and scheduling Optimal scheduling Optimisations Renewable energy source Smart grid Domestic appliances |
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Demand response home appliances home energy management system optimization renewable energy resources smart grid Automation Commerce Economic and social effects Energy management Energy management systems Housing Intelligent buildings Natural resources Renewable energy resources Smart power grids 'current Demand response Home energy management systems Market researches Modeling and scheduling Optimal scheduling Optimisations Renewable energy source Smart grid Domestic appliances Han B. Zahraoui Y. Mubin M. Mekhilef S. Seyedmahmoudian M. Stojcevski A. Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies |
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Growing electricity demand, the deployment of renewable energy sources and the widespread use of smart home appliances provide new opportunities for home energy management systems (HEMSs), which can be defined as systems that improve the overall energy production and consumption of residential buildings by controlling and scheduling the use of household equipment. By saving energy, reducing residential electricity costs, optimizing the utilization rate and reliability of utility companies' power systems, and reducing air pollution for society, HEMSs lead to an enhancement in the socioeconomic development of low-carbon economies. This review aims to systematically analyze and summarize the development trends and challenges of HEMSs in recent years. This paper reviews the development history of the HEMS architecture and discusses the characteristics of several major communication technologies in the current HEMS infrastructure. In addition, the common objectives and constraints related to scheduling optimization are classified, and several optimization methods in the literature, including various intelligent algorithms, have been introduced, compared, and critically analyzed. Furthermore, experimental studies and challenges in the real world are also summarized and recommendations are given. This paper reveals the trend from simple to complex in the architecture and functionality of HEMSs, discusses the challenges for future improvements in modeling and scheduling, and shows the development of various modeling and scheduling methods. Based on this review, researchers can gain a comprehensive understanding of current research trends in HEMSs and open up ideas for developing new modeling and scheduling approaches by gaining insight into the trade-offs between optimum solutions and computational complexity. � 2013 IEEE. |
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58128219400 |
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58128219400 Han B. Zahraoui Y. Mubin M. Mekhilef S. Seyedmahmoudian M. Stojcevski A. |
| format |
Review |
| author |
Han B. Zahraoui Y. Mubin M. Mekhilef S. Seyedmahmoudian M. Stojcevski A. |
| author_sort |
Han B. |
| title |
Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies |
| title_short |
Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies |
| title_full |
Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies |
| title_fullStr |
Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies |
| title_full_unstemmed |
Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies |
| title_sort |
home energy management systems: a review of the concept, architecture, and scheduling strategies |
| publisher |
Institute of Electrical and Electronics Engineers Inc. |
| publishDate |
2024 |
| _version_ |
1814061132900466688 |
| score |
13.222552 |