New approach for health assessment of high voltage motor using experimental case studies

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Authors: Salem Mgammal Al-Ameri, Moorthy Ramasamy, Waleed M. Hamanah, Mohd Fairouz Mohd Yousof, Samir Ahmed Al-Gailani, Ali Ahmed Salem
Cited by: 0
References: 24

Abstract

This paper introduces a new approach for comprehensive Health Index (HI) assessment of high-voltage (HV) induction motors used in oil and gas plants. The proposed method is designed to be practical, relying on readily available operational and maintenance data without requiring the installation of additional sensors. It accounts for real-world limitations in data acquisition and incorporates internationally recognized criteria from IEC, IEEE, and CIGRE standards. The Health Index calculation integrates both conventional diagnostic test results, such as Partial Discharge (PD), Insulation Resistance (IR), Polarization Index (PI), Tan Delta (TD), vibration measurements, and complementary information/ Conditional Factors CF, including physical condition, maintenance history recorded in the Standard Assessment Procedure (SAP), and aging factors. Condition ratings, weighting factors, and parameter-specific scoring are systematically applied to provide a balanced assessment. By adopting a multi-criteria analysis framework, the proposed method consolidates diverse parameters into a unified, condition-based Health Index. The significance of this work lies in its ability to support proactive asset management, minimize unexpected failures, and ensure the reliable and efficient operation of HV motors. Experimental case studies further demonstrate the applicability and robustness of the approach.

Fields of Study & Subjects

Reliability and Maintenance Optimization Machine Fault Diagnosis Techniques Power Transformer Diagnostics and Insulation

Publication details

Journal / source
PLoS ONE
Volume
21
Issue
2
Pages
e0342076–e0342076
Publication date
27 February 2026
Language
EN