Podcast 34 Dangers of LLMs While Doing Some ESA Educational Content and the Content
We ran into a few things with our favorite LLM including an attempt by the AI to include malicious code - not once or twice, but three times across multiple…
MotorDoc Podcast 32 The Basics of ChatGPT for Technical Analysis
https://youtu.be/aE9X0Qr0ZUs A review of the basics of ChatGPT 4o for technical use including use of csv files, MCSA/ESA, analysis of technical articles, exploring and research, technical writing and a bit…
Practical Electrical Signature Analysis of Induction Machines Part 3
Electrical Signature Analysis (ESA) is a powerful diagnostic tool used to assess the performance and health of induction motors by analyzing voltage and current waveforms. This article, Part 3 of…
MotorDoc Podcast 30 Rules Based vs Physical Model Based Technology and ESA
A discussion of the difference between rules-based IoT, also known as 'expert systems,' and physical models (ML/AI) for condition-based maintenance. Demonstration of both as well as a case study of…
Podcast 29 Road Ramblings on Workforce including Interviews, New Generation, AI, ML, and the NE/IA SMRP Chapter
30 minutes of discussion related to workforce, loss of industry knowledge, interview experiences, and then a discussion of the AI/ML presentations at the NE/IA SMRP chapter meeting. https://youtu.be/--fR2JxaEJU
Podcast 26 Evaluation and Comparison of a Wind Turbine Using a Physical and Statistical Model Anomaly Detection and Expert System
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
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
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…
MotorDoc Podcast 23 Exploring Data with ChatGPT
In this weeks longer than normal podcast we will take some energy, production and monitoring data and use ChatGPT to assist us in identifying potential and actual conditions from power…
Podcast 22 Analyzing Phone Sound and Video Files of Equipment Using ChatGPT
A discussion of how we use ChatGPT and AI systems to analyze phone video sound for troubleshooting and analysis. 1 hour 10 minutes. https://youtu.be/9JSaq0KvLkU