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.…

Podcast 25 What is Anomaly Detection and Training in IIoT and How Can We Explore It Using ChatGPT

March 24, 2024Posted inArtificial Intelligence, Data Science, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Uncategorized
As discussed in prior podcasts, IIoT has some specific limitations in classification (identification) of specific defects or impending faults and AI has limits on identifying whether something is wrong as…

Podcast 24 Digital Transformation Positives and Negatives and yes a little more ChatGPT

March 17, 2024Posted inArtificial Intelligence, cybersecurity, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, skilled workforce, Time to Failure Estimation, Uncategorized
Following a windpower powertrain meeting at Argonne National Labs with the National Renewable Energy Labs (NREL), OEMs, data scientists, end users, AI/ML/SCADA software designers and engineers, etc. a few things…

Podcast 21 Exploration of Electrical Signature Analysis with AI using ChatGPT

February 25, 2024Posted inArtificial Intelligence, Data Science, Electric Machine, energy efficiency, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Time to Failure Estimation, Uncategorized
Using EMPATH electrical signature analysis data discussing exploration of the data using LLM models with ChatGPT 4.0 as the example. 1 hour and 10 minutes. Additional exploration will be performed…

MotorDoc Podcast 19 Back to ESA Energy Vibration BS Industry Marketing and a Review from the WoW Presentation on ESA and Vibration Energy

January 29, 2024Posted inData Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, media, MotorDoc Podcast, Power, Power Quality, skilled workforce, Uncategorized
A discussion of the industry, some of my driving music recommendations, vibration and energy, ESA time to collect and resolution, announcements, certified energy managers and Association of Energy Engineers, a…