Author: Umeet Bhachu, P.Eng, PMP, CMRP
Role: Professional Engineer – Rotating Equipment
This repository hosts technical articles on nonlinear causality, transfer entropy, and industrial time-series analysis applied to rotating equipment and turbomachinery. It combines practical condition monitoring applications for plant asset reliability with modern machine learning and artificial intelligence techniques to improve system-level understanding and decision-making.
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Performance Monitoring of Compressors
Practical approaches to compressor performance tracking, degradation detection, and reliability insights using operational data.
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Pump Life-Cycle Cost and Performance
Analysis of pump total life-cycle cost drivers, efficiency considerations, and performance optimization strategies in industrial applications.
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Reliability-Centered Maintenance (RCM)
Application of reliability-centered maintenance principles for rotating equipment, focusing on failure modes, maintenance strategies, and asset risk management.
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Weibull Analysis for Mechanical Seal Reliability
Statistical reliability modeling of mechanical seal failures using Weibull distributions to support maintenance and design decisions.
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