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

March 30, 2024Posted inAlternative 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.…
MotorDoc Podcast 4 The US Department of Energy MEASUR Software for Reliability and Maintenance

MotorDoc Podcast 4 The US Department of Energy MEASUR Software for Reliability and Maintenance

October 8, 2023Posted inAlternative Energy, Artificial Intelligence, cybersecurity, Data Science, Electric Machine, energy efficiency, ESG, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Time to Failure Estimation
Yep, more free stuff. In part 4 we will discuss how to accomplish some of the overall items that we were exploring with the EMPATH Electrical Signature Analyzer (in order to justify one) using the US Department of Energy's MEASUR software. This effectively provides the type of information we pursue easily. The podcast includes a walk-through of the motors section.

Evaluation of Wind Turbine Generators and Transformers 2022 Paper

September 18, 2023Posted inAlternative Energy, Data Science, Electric Machine, energy efficiency, expert system, infrastructure, Internet of Things, Power, Remaining Useful Life, Time to Failure Estimation, Uncategorized
Abstract—During field studies of Doubly-Fed Induction Generators (DFIG) and Singly-Fed Induction Generators (SFIG) transformer and generator failures several unusual conditions were detected. A combination of subsynchronous control interaction, sub-synchronous torsionalinteraction,…
Energy and Emissions for Reliability and Maintenance Podcast 1

Energy and Emissions for Reliability and Maintenance Podcast 1

September 17, 2023Posted inAlternative Energy, Data Science, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Time to Failure Estimation, Uncategorized
September 17, 2021 initial podcast on using energy and emissions as part of your reliability and maintenance KPI. Discussion of the history and overview of what will be coming. The…
MotorDocAI EMPATH Energy and Emissions Estimation Software Alpha

MotorDocAI EMPATH Energy and Emissions Estimation Software Alpha

June 6, 2023Posted inAlternative Energy, Artificial Intelligence, Data Science, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, Machine Learning, Power, Power Quality, Time to Failure Estimation, Uncategorized
MotorDocAI Energy and Emissions Alpha version 0.1 (desktop only) is available for MS Windows and is designed to work with Channel 11 (kilowatt) data from either EMPATH and ECMS collected…
ESTIMATING LOSSES IN AN ELECTRIC MOTOR: A COMPARISON OF VIBRATIONANALYSIS AND ELECTRICAL SIGNATURE ANALYSIS PART 1

ESTIMATING LOSSES IN AN ELECTRIC MOTOR: A COMPARISON OF VIBRATIONANALYSIS AND ELECTRICAL SIGNATURE ANALYSIS PART 1

May 24, 2023Posted inAlternative Energy, Data Science, Electric Machine, energy efficiency, ESG, Machine Learning, Power, Power Quality, Time to Failure Estimation, Uncategorized
To date many assumptions and generalizations are made in relation to energy and emissions losses and vibration analysis for commercial/marketing reasons, and rarely do they meet the actual values, in…