Failure Rate estimation from historic data and Big data Analytics

My earlier post described Predictive Maintenance and showcased a demo video on M2M Telematics application for computing failure rate and MTTF in real time from simulated sensor data attached to Machines/Vehicles. At the end of that case study video I promised to demonstrate computing failure rate when you have no access to sensor data, purely…

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Condition based Predictive Maintenance with M2M Big data Analytics

Manufacturers and operators employ array of maintenance strategies, all of which can be broadly categorized as below: Corrective Maintenance Preventive Maintenance Predictive Maintenance Corrective maintenance is the classic Run-to-Failure reactive maintenance that has no special maintenance plan in place. The machine is assumed to be fit unless proven otherwise. Cons: High risk of collateral damage…

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