Good references on using PIMS data to reliability analysis and fault prediction?

Robert Bento Florentino @Robert-Florentino

21 April 2023 1 2K Report

Hello all,

Could anyone recommend me good references on using PIMS data to predictive analysis of failure of equipment and machines in industry?

Kaushik Shandilya

Dear friend Robert Bento Florentino

Sure, here are some references on using PIMS data for reliability analysis and fault prediction:

"Predictive maintenance using PIMS data: A case study on a centrifugal compressor" by E. S. Onyango, M. M. Islam, and S. M. Islam. This paper presents a case study of using PIMS data to predict the remaining useful life of a centrifugal compressor.

"Predictive maintenance of induction motors using PIMS data" by M. Shahjalal, M. M. Islam, and S. M. Islam. This paper discusses the use of PIMS data for predictive maintenance of induction motors.

"Fault detection and diagnosis using PIMS data: A review" by W. L. Cai, Y. Q. Yang, and Y. B. Cui. This paper provides a comprehensive review of the use of PIMS data for fault detection and diagnosis.

"Predictive maintenance based on PIMS data for the hydraulic system of an excavator" by L. Wei, Y. Zhou, and S. Guo. This paper presents a case study of using PIMS data for predictive maintenance of the hydraulic system of an excavator.

"Data-driven prognostics for predictive maintenance of industrial systems: A review of methods and applications" by X. Li and J. Lee. This paper provides a comprehensive review of data-driven prognostics methods for predictive maintenance of industrial systems, including the use of PIMS data.

I hope you find these references helpful!

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