Using text analytics on operator logbooks for performance benchmarking: A case study

This paper proposes a methodology for using text analytics on computerized maintenance management system (CMMS) databases to benchmark the operational performance of commercial buildings. To this end, we extracted five years' worth of service request and work-order logs from five large commercial buildings in Ottawa, Canada. We employed the association rule mining method on these datasets to identify building, system, and componentlevel …