A Survey of Machine Learning Concepts and Applications For Commercial Building Management

Commercial building managers are faced with challenges in operating their facilities in an efficient and cost-effective manner. Energy and maintenance costs are large consumers of operational budgets and offer opportunity for improvement through machine learning and data analysis. From prediction and forecasting to outcome optimization, several machine learning techniques are uniquely suited for applications in building management. In addition to maintenance and operational improvements, machine learning, combined with sensors and intelligent environmental systems can help drive worker productivity through improvements in air quality and lighting conditions. As enhancements in machine learning and artificial intelligence continue, the application for improvement in building operations will expand as well.