motor reliability - MotorDocAI

Podcast 33 Commercial and Industrial Energy and Efficiency Considerations and Observations

By MotorDoc June 17, 2024Data Science, Electric Machine, energy efficiency, ESG, MotorDoc Podcast, Power, Power Quality, Uncategorized

A discussion of energy, energy efficiency, some emissions, but a few observations of the industrial and commercial energy and energy efficiency approach from over the past 3-4 decades. An example…

MotorDoc Podcast 32 The Basics of ChatGPT for Technical Analysis

By MotorDoc June 9, 2024Alternative Energy, Artificial Intelligence, Data Science, Electric Machine, energy efficiency, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Uncategorized

https://youtu.be/aE9X0Qr0ZUs A review of the basics of ChatGPT 4o for technical use including use of csv files, MCSA/ESA, analysis of technical articles, exploring and research, technical writing and a bit…

Practical Electrical Signature Analysis of Induction Machines Part 3

By MotorDoc June 2, 2024Artificial Intelligence, cybersecurity, Data Science, Electric Machine, energy efficiency, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

Electrical Signature Analysis (ESA) is a powerful diagnostic tool used to assess the performance and health of induction motors by analyzing voltage and current waveforms. This article, Part 3 of…

An Understanding of Induction Motor Performance through Electrical Signature Analysis Part 2

By MotorDoc May 29, 2024Data Science, Electric Machine, energy efficiency, expert system, Internet of Things, Power, Power Quality, Uncategorized

Abstract: Electrical Signature Analysis (ESA) is a powerful prognostic and performance tool for analyzing electric machinery through the measurements of the effects on the magnetic field as observed in voltage…

MotorDoc Podcast 31 An Introduction to Root Cause Analysis

By MotorDoc May 18, 2024Data Science, Electric Machine, MotorDoc Podcast, skilled workforce, Uncategorized

The application of critical thinking is crucial to performing RCFA. This means not using opinion or stopping to shallow, but pursuing the condition to its conclusion, which may be many.…

NETA Article on Transformer Testing with Electrical Signature Analysis

By MotorDoc May 16, 2024Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

How Electrical and Current Signature Analysis is used with transformers to look at condition, waveforms, power quality, and condition including loose connections. Enjoy! Features the use of the EMPATH and…

MotorDoc Podcast 30 Rules Based vs Physical Model Based Technology and ESA

By MotorDoc May 5, 2024Data Science, Electric Machine, energy efficiency, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

A discussion of the difference between rules-based IoT, also known as 'expert systems,' and physical models (ML/AI) for condition-based maintenance. Demonstration of both as well as a case study of…

Podcast 28 Live Demonstration of Harmonics in Single Phase Systems

By MotorDoc April 15, 2024Alternative Energy, Data Science, Electric Machine, energy efficiency, ESG, Internet of Things, MotorDoc Podcast, Power, Power Quality, Uncategorized

By request this is a live demonstration of what nonlinear load harmonics look like in single phase with LED, VFD, laptop, incandescent, and monitoring equipment. Yep, be amazed. https://youtu.be/LGqsy1Zaahc

Podcast 27 Employers and Employees Workforce Issue and Rant and an Arc Flash featuring Sasquatch

By MotorDoc April 8, 2024Electric Machine, energy efficiency, Internet of Things, media, MotorDoc Podcast, skilled workforce, social engineering, Uncategorized

Stirring the pot on the workforce issue including a bit of a rant after a whole discussion on work from home. The discussion led to an interesting discovery in relation…

Podcast 26 Evaluation and Comparison of a Wind Turbine Using a Physical and Statistical Model Anomaly Detection and Expert System

By MotorDoc March 30, 2024Alternative Energy, Artificial Intelligence, Data Science, Electric Machine, expert system, infrastructure, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Remaining Useful Life, Time to Failure Estimation, Uncategorized

Using trended data from an ESA system on a wind turbine (raw data not spectral) develop a quick anomaly detection system in ChatGPT then compare to an expert system analysis.…