MotorDoc VLOG 57 Rants about Harmonic Standard Misapplication and Vibration Continuous Monitoring

MotorDoc VLOG 57 Rants about Harmonic Standard Misapplication and Vibration Continuous Monitoring

December 14, 2024Posted inArtificial Intelligence, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, skilled workforce, Uncategorized
In this departure a few things occurred this week that really got under my skin. Starting out mild I get a little... excited... about some really dumb vibration transducer mountings…
Podcast 54 Updates on Energy and Another EMPATH and EMPOWER Comparison with New Features

Podcast 54 Updates on Energy and Another EMPATH and EMPOWER Comparison with New Features

November 17, 2024Posted inArtificial Intelligence, Data Science, Electric Machine, energy efficiency, ESG, infrastructure, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, social engineering
A quick discussion of the CIGRE meeting and other discussions related to energy and the grid to start. The discussion then goes on to demonstrate some of the changes in…
Podcast 50 EMPATH ESA vs EMPOWER MCSA and Comments on Digital Transformation

Podcast 50 EMPATH ESA vs EMPOWER MCSA and Comments on Digital Transformation

October 19, 2024Posted inData Science, Electric Machine, energy efficiency, expert system, infrastructure, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Time to Failure Estimation
Following reading a few misleading articles on ESA and MCSA by others following the announcement of MotorDoc LLC's EMPOWER MCSA system, an introductory system to help users determine their ESA/MCSA…
Podcast 49 Using Generative AI to Develop a Motor Current Signature Analyzer with Lessons Learned

Podcast 49 Using Generative AI to Develop a Motor Current Signature Analyzer with Lessons Learned

October 12, 2024Posted 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
A few lessons learned concerning MotorDocAI's work on a portable Motor Current Signature Analyzer using AI tools such as ChatGPT, GitHub Copilot, and other tools with Python and using Visual…

Podcast 49 The Innovation Lab Presentation on Energy and Emissions as Reliability and Maintenance KPI for the SMRP 2024 Cancelled Conference

October 6, 2024Posted inArtificial Intelligence, cybersecurity, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, social engineering, Time to Failure Estimation, Uncategorized
Cancelling (or postponing) SMRP 2024 was a good call – The tropical storm turning to hurricane, Milton, is making its way to Florida.  Overall, everyone is giving positive feedback, United…
Podcast 48 A Tour of the MotorDoc EMPOWER Motor Current Signature Analyzer

Podcast 48 A Tour of the MotorDoc EMPOWER Motor Current Signature Analyzer

October 5, 2024Posted inData Science, Electric Machine, energy efficiency, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Remaining Useful Life, Time to Failure Estimation, Uncategorized
https://youtu.be/E01RuyWC1Xg A quick story and tour of the new MotorDoc EMPOWER motor current signature analyzer (EMPOWER - Electric Motor Performance Optimization Waveform Evaluation and Recognition). Extremely portable hardware that works…
Podcast 47 Performing Predictive RUL Example with ChatGPT Strengths and Weaknesses

Podcast 47 Performing Predictive RUL Example with ChatGPT Strengths and Weaknesses

September 28, 2024Posted inData Science, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Remaining Useful Life, skilled workforce, Time to Failure Estimation, Uncategorized
A demonstration of using ChatGPT and the NASA jet engine database (https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-kuh6/about_data) to develop a RUL and anomaly detection method. While the attempt fails due to problems with ChatGPT that…