A system for managing transport refrigeration units (28) is provided. The system includes a storage device (80) to store transport parameters (82) associated with a transport refrigeration unit (28). The storage device storing historical transport parameters (84) for other transport refrigeration units (28). Also included is an equipment management system (90) coupled to the storage device, the equipment management system (90) including: a diagnostic module (92) to determine a condition of the transport refrigeration unit (28) in response to the transport parameters (82); a predictive maintenance module (94) to determine a need for upcoming maintenance of the transport refrigeration unit (28) in response to the transport parameters (82); and a remaining life module (96) to determine a remaining life of at least one component of the transport refrigeration unit (28) in response to the transport parameters (82).