Challenges and gaps with user-led decision-making for prioritizing maintenance work orders

M Ensafi, W Thabet, K Afsari, E Yang - Journal of Building Engineering, 2023 - Elsevier
A vast amount of work orders is submitted daily which is a critical component of
management for any facility. The process taken for prioritizing work orders, however, shows …

Minimizing facility corrective maintenance: Benchmarking preventative-to-corrective maintenance ratios using maintenance data and building age in dormitories

DJ Weeks, F Leite - Journal of Management in Engineering, 2022 - ascelibrary.org
Facility managers (FM) need impartial facility performance benchmarks to manage
maintenance performance best, especially as facilities age and deferred work increases …

[PDF][PDF] WORK ORDER PRIORITIZATION USING NEURAL NETWORKS TO IMPROVE BUILDING OPERATION

X Gao - 2024 - itcon.org
Current practices for prioritizing maintenance work orders are mainly user-driven and lack
consistency in collecting, processing, and managing the large amount of data. While …

Work Order Prioritization Using Neural Networks to Improve Building Operation

M Ensafi - 2022 - vtechworks.lib.vt.edu
Facility management involves a variety of processes with a large amount of data for
managing and maintaining facilities. Processing and prioritizing work orders constitute a big …