Through machine data analyse (IoT) we know already before, when we can aspect problems/repairs. E.g.:
- used significant more diesel oil
- bad exhaust gases (e.g. too much smut)
- used too much lubricating oil
- air filters to fast dirty
- used too much power from battery
The failure analyse will be automtically through an Bayesian network and AI. With an dashboard and an app you can see the actual status and a recomendation of prevent maintenance.