Chaos and Caffeine Podcast 15 Pumpkin Spice Condition Based Maintenance

Posted inArtificial Intelligence, Chaos and Caffeine Podcast, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Machine Learning, Power, Power Quality, Time to Failure Estimation, Uncategorized
We try and compare Starbucks and Dunkin Donuts pumpkin spice latte (shudder) and then discuss what's going on with modern condition-based maintenance with a combination of AI-generated jokes and a…

CIGRE Croatia Paper Practical Application of Electrical and Current Signature Analysis in DFIG Turbine Systems Oct 14 2025

Posted inAlternative Energy, Artificial Intelligence, Data Science, Electric Machine, ESG, expert system, infrastructure, Internet of Things, Machine Learning, Power, Remaining Useful Life, skilled workforce, Time to Failure Estimation, Uncategorized
Abstract—On and off-shore wind generators and powertrain systems have significant reliability concerns that increase the operations and maintenance costs associated with ownership and affect individual tower availability. The primary failure…

MotorDoc Vlog 80 Electrical Machinery Forensics An Intro

Posted inAlternative Energy, Artificial Intelligence, Data Science, Electric Machine, energy efficiency, infrastructure, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, skilled workforce, social engineering, Time to Failure Estimation, Uncategorized
The course we gave at the 2025 IEEE Electrical Insulation Conference. The course starts with an overview of the RCFA process emphasizing the simple 5-why and complex analysis using PROACT.…

Introduction to Reliability Maintenance Energy and Emissions Tools as Key Performance Indicators

Posted inArtificial Intelligence, Data Science, Electric Machine, energy efficiency, ESG, Machine Learning, MotorDoc Podcast, Power, Power Quality, skilled workforce, Time to Failure Estimation, Uncategorized
In this free course we will cover some of the tools that can help you get started on tying your R&M to corporate Energy and Emissions goals. The majority of…
Electrical and Current Signature Analysis in Wind Generator Reliability

Electrical and Current Signature Analysis in Wind Generator Reliability

Posted inArtificial Intelligence, Data Science, Electric Machine, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Remaining Useful Life, Time to Failure Estimation, Uncategorized
This summer, 2025, MotorDoc and MotorDocAI are publishing multiple technical papers on NEW field research findings with ESA/MCSA using the EMPOWER MCSA and EMPATH ESA systems. In the papers we…
MotorDoc VLOG 69 EMPOWER New Features including AI Trigger and Data Comparison

MotorDoc VLOG 69 EMPOWER New Features including AI Trigger and Data Comparison

Posted inArtificial Intelligence, 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
Final updates associated with EMPOWER V2.5 which includes comparing any two spectra and the first ever local AI-set random tree regression or neural network training system for determining what is…