MotorDoc Vlog 76 Evaluation of Wind Turbine Electrical and Mechanical Defects Due to Nacelle Circulating Currents

June 7, 2025Posted inAlternative Energy, Data Science, Electric Machine, energy efficiency, ESG, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized
Based on Dr. Penrose's IEEE EIC paper 'Evaluation of Wind Turbine Electrical and Mechanical Defects Due to Nacelle Circulating Currents,' as the practice session for the presentation. Introduction to how…

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

May 26, 2025Posted 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

May 17, 2025Posted 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

April 13, 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
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…
MotorDoc Vlog 68 Run Thru of Mobius ESA and MCSA Conference Presentation with Extra Slides

MotorDoc Vlog 68 Run Thru of Mobius ESA and MCSA Conference Presentation with Extra Slides

April 13, 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
The presentation given at Mobius CBM Connect Live in Houston related to the basics of ESA and MCSA with a bit of a surprise based on MotorDoc research on bearing…

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…