AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives
Information Technology University · University of Dubai · +5 more institutions
Abstract
In theory, building automation and management systems (BAMSs) can provide all the components and functionalities required for analyzing and operating buildings. However, in reality, these systems can only ensure the control of heating ventilation and air conditioning system systems. Therefore, many other tasks are left to the operator, e.g. evaluating buildings' performance, detecting abnormal energy consumption, identifying the changes needed to improve efficiency, ensuring the security and privacy of end-users, etc. To that end, there has been a movement for developing artificial intelligence (AI) big data analytic tools as they offer various new and tailor-made solutions that are incredibly appropriate for…
Citation impact
- FWCI
- 46.42
- Percentile
- 100%
- References
- 361
Authors
8Topics & keywords
- Computer science
- Big data
- Analytics
- Data science
- Building automation
- Automation
- Data analysis
- Anomaly detection
- Affordable and clean energy