Investigating the influence of maintenance strategies on building energy performance: A systematic literature review
Worldwide, buildings consume a large amount of energy, and a significant share of this energy is wasted due to system degradation, inappropriate control systems and improper maintenance activities. Fortunately, buildings have become data-intensive, which has led to utilising operation data with the...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-11-01
|
| Series: | Energy Reports |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352484722023769 |
| _version_ | 1797901864210006016 |
|---|---|
| author | Ashraf Alghanmi Akilu Yunusa-Kaltungo Rodger E. Edwards |
| author_facet | Ashraf Alghanmi Akilu Yunusa-Kaltungo Rodger E. Edwards |
| author_sort | Ashraf Alghanmi |
| collection | DOAJ |
| description | Worldwide, buildings consume a large amount of energy, and a significant share of this energy is wasted due to system degradation, inappropriate control systems and improper maintenance activities. Fortunately, buildings have become data-intensive, which has led to utilising operation data with the help of data mining technologies to improve building energy performance and cut down on energy waste in the operational stage. A systematic review was undertaken as per the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) procedure to identify studies reporting the relationship between building energy performance and maintenance strategies. The search was applied to five search engines: Compendex, Inspec, Geobase, GeoRef and Web of Science. A total of 192 relevant articles were selected, namely 134 journal articles, 44 conference papers, and 14 review papers. This work highlighted the building energy performance deficiencies, the different condition monitoring techniques (top-down and bottom-up), and the types of faults. Also, the types of input data, algorithms, and the evaluation methods of the proposed strategies were investigated. The operation data is the most popular data form used in the case studies, especially with model-based and data-based techniques, and chiller plants were the most studied systems. Finally, the bibliometric method was used to identify the most influential articles within the field, which could significantly aid the planning of future research activities and networking. |
| first_indexed | 2024-04-10T09:08:41Z |
| format | Article |
| id | doaj.art-5111eabfe81944169663bf3d7ea3c2e7 |
| institution | Directory Open Access Journal |
| issn | 2352-4847 |
| language | English |
| last_indexed | 2024-04-10T09:08:41Z |
| publishDate | 2022-11-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Energy Reports |
| spelling | doaj.art-5111eabfe81944169663bf3d7ea3c2e72023-02-21T05:14:27ZengElsevierEnergy Reports2352-48472022-11-0181467314698Investigating the influence of maintenance strategies on building energy performance: A systematic literature reviewAshraf Alghanmi0Akilu Yunusa-Kaltungo1Rodger E. Edwards2Department of Mechanical, Aerospace and Civil Engineering (MACE), University of Manchester, M13 9PL, UKCorresponding author.; Department of Mechanical, Aerospace and Civil Engineering (MACE), University of Manchester, M13 9PL, UKDepartment of Mechanical, Aerospace and Civil Engineering (MACE), University of Manchester, M13 9PL, UKWorldwide, buildings consume a large amount of energy, and a significant share of this energy is wasted due to system degradation, inappropriate control systems and improper maintenance activities. Fortunately, buildings have become data-intensive, which has led to utilising operation data with the help of data mining technologies to improve building energy performance and cut down on energy waste in the operational stage. A systematic review was undertaken as per the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) procedure to identify studies reporting the relationship between building energy performance and maintenance strategies. The search was applied to five search engines: Compendex, Inspec, Geobase, GeoRef and Web of Science. A total of 192 relevant articles were selected, namely 134 journal articles, 44 conference papers, and 14 review papers. This work highlighted the building energy performance deficiencies, the different condition monitoring techniques (top-down and bottom-up), and the types of faults. Also, the types of input data, algorithms, and the evaluation methods of the proposed strategies were investigated. The operation data is the most popular data form used in the case studies, especially with model-based and data-based techniques, and chiller plants were the most studied systems. Finally, the bibliometric method was used to identify the most influential articles within the field, which could significantly aid the planning of future research activities and networking.http://www.sciencedirect.com/science/article/pii/S2352484722023769Building energyEnergy consumptionBuilding maintenanceFault detection and diagnosis (FDD)Systematic review and meta-analysis |
| spellingShingle | Ashraf Alghanmi Akilu Yunusa-Kaltungo Rodger E. Edwards Investigating the influence of maintenance strategies on building energy performance: A systematic literature review Energy Reports Building energy Energy consumption Building maintenance Fault detection and diagnosis (FDD) Systematic review and meta-analysis |
| title | Investigating the influence of maintenance strategies on building energy performance: A systematic literature review |
| title_full | Investigating the influence of maintenance strategies on building energy performance: A systematic literature review |
| title_fullStr | Investigating the influence of maintenance strategies on building energy performance: A systematic literature review |
| title_full_unstemmed | Investigating the influence of maintenance strategies on building energy performance: A systematic literature review |
| title_short | Investigating the influence of maintenance strategies on building energy performance: A systematic literature review |
| title_sort | investigating the influence of maintenance strategies on building energy performance a systematic literature review |
| topic | Building energy Energy consumption Building maintenance Fault detection and diagnosis (FDD) Systematic review and meta-analysis |
| url | http://www.sciencedirect.com/science/article/pii/S2352484722023769 |
| work_keys_str_mv | AT ashrafalghanmi investigatingtheinfluenceofmaintenancestrategiesonbuildingenergyperformanceasystematicliteraturereview AT akiluyunusakaltungo investigatingtheinfluenceofmaintenancestrategiesonbuildingenergyperformanceasystematicliteraturereview AT rodgereedwards investigatingtheinfluenceofmaintenancestrategiesonbuildingenergyperformanceasystematicliteraturereview |