A Novel Approach to Detecting Machinery Insulation Defects with Electrical and Current Signature Analysis

March 14, 2025Posted inData Science, Electric Machine, energy efficiency, Internet of Things, Machine Learning, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized
Abstract— In this paper we will discuss the use of electrical and current signature analysis on electric machinery for the detection of insulation defects. The project involved the practical study…
MotorDoc Vlog 65 A Tour of the EMPOWER V2 0

MotorDoc Vlog 65 A Tour of the EMPOWER V2 0

February 27, 2025Posted 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 tour of the latest features for EMPOWER V2.0. This includes a full demonstration of each feature except the DFIG analysis which will only be available to EMPOWER owners. EMPOWER…
MotorDoc VLog 64 MSA and ESA Energy and Emissions Presentation

MotorDoc VLog 64 MSA and ESA Energy and Emissions Presentation

February 10, 2025Posted inAlternative Energy, Data Science, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized
A combination of two presentations that will be included for the last time at the 2025 IndyCon on February 11, 2025, before all new presentations. Includes the EMPATH ESA and…
MotorDoc Vlog 60 Review EMPOWER Version 1 1b with periodic auto testing and DFIG Rotor Test

MotorDoc Vlog 60 Review EMPOWER Version 1 1b with periodic auto testing and DFIG Rotor Test

January 13, 2025Posted inAlternative Energy, Artificial 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
Tour of the newest features of the EMPOWER Version 1.1b which is the interim to 1.5. In this update we have included periodic testing in increments of 5, 10, 15,…
MotorDoc VLOG 58 Remembering 2024 and looking to to 2025 with Sasquatch of the Future

MotorDoc VLOG 58 Remembering 2024 and looking to to 2025 with Sasquatch of the Future

December 21, 2024Posted inAlternative Energy, Artificial Intelligence, cybersecurity, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, media, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, skilled workforce, Time to Failure Estimation, Uncategorized
Our New Years VLOG for MotorDoc LLC and MotorDocAI. Testing some AI generation in the form of futuristic Sasquatch reliability engineers and techs. Discuss research performed over 2024 and what's…
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 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…