Time to Failure Estimation - MotorDocAI

Podcast 42 Where We Dare To Address The Windpower Issues and Myths Including A Site Ride-A-Long

By MotorDoc August 15, 2024Alternative Energy, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, media, MotorDoc Podcast, Power, skilled workforce, Time to Failure Estimation, Uncategorized

In this video we will discuss myths associated with windpower while we drive through a wind site testing towers. This includes understanding travel issues on wind sites, wildlife - land…

Podcast 40 Challenges from Marketing Related to Vibration and Electrical Signature Analysis a rant with Sasquatch

By MotorDoc August 3, 2024Artificial Intelligence, Data Science, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, skilled workforce, social engineering, Time to Failure Estimation, Uncategorized

Went off on a rant related to some of the marketing fluff that appears to result in improper applications of vibration and other predictive maintenance technology. Discussion and demonstration of…

Podcast 39 A Discussion and Tour of EMPATH ECMS Continuous Monitoring Software and Setup with a bit of a rant

By MotorDoc July 28, 2024Artificial Intelligence, cybersecurity, Data Science, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

A review and discussion of the EMPATH ECMS continuous electrical signature analysis monitoring system, what it does, MotorDocAI features, and a full demonstration of setting up the base software. Warts…

Podcast 37 A Tour of the Analytics Portion of EMPATH Electrical Signature Analysis

By MotorDoc July 14, 2024Alternative Energy, Artificial Intelligence, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

A tour of the settings and analysis capabilities of the EMPATH software - Part 1. A walk-through of a 50hp motor with a series of common conditions. Software version 8.0f.…

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…

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 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.…

Podcast 24 Digital Transformation Positives and Negatives and yes a little more ChatGPT

By MotorDoc March 17, 2024Artificial Intelligence, cybersecurity, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, skilled workforce, Time to Failure Estimation, Uncategorized

Following a windpower powertrain meeting at Argonne National Labs with the National Renewable Energy Labs (NREL), OEMs, data scientists, end users, AI/ML/SCADA software designers and engineers, etc. a few things…

Podcast 21 Exploration of Electrical Signature Analysis with AI using ChatGPT

By MotorDoc February 25, 2024Artificial Intelligence, Data Science, Electric Machine, energy efficiency, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Time to Failure Estimation, Uncategorized

Using EMPATH electrical signature analysis data discussing exploration of the data using LLM models with ChatGPT 4.0 as the example. 1 hour and 10 minutes. Additional exploration will be performed…