Uncategorized - MotorDocAI

Podcast 53 EMPOWER MCSA on Two 4000 Volt Motors on Shop Test Pad at No Load

By MotorDoc November 9, 2024Electric Machine, energy efficiency, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Uncategorized

If an MCSA/ESA technology representative tells you that you need more than 50% load to test an electric motor then they don't have the resolution you need to identify electrical…

EMPOWER User Experience Article

By MotorDoc November 4, 2024Data Science, Electric Machine, energy efficiency, ESG, expert system, Power, Remaining Useful Life, Time to Failure Estimation, Uncategorized

Article by Mark Kingkade on his initial experience with EMPOWER MCSA in the field.

Podcast 52 Can We Analyze Motor Faults with Normal Audio Beginning of Project

By MotorDoc November 2, 2024Artificial Intelligence, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Uncategorized

In this first video we kick off our upcoming project on using simple sound measurements to determine energy losses in equipment. This is a follow-up to our work on energy…

Podcast 51 Overview of IEEE PES Materials Subcommittee Standards for Electric Machines

By MotorDoc October 26, 2024Electric Machine, energy efficiency, MotorDoc Podcast, Power, Power Quality, Uncategorized

An overview of the recent meeting, standards in process, and other standards meant for testing electric machines of all sizes. This will kick off a few of these that will…

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

By MotorDoc October 12, 2024Artificial 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

By MotorDoc October 6, 2024Artificial 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

By MotorDoc October 5, 2024Data 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

By MotorDoc September 28, 2024Data 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…

Podcast 46 A Brief Exploration of Using Generative AI for Predictive Analytics

By MotorDoc September 14, 2024Artificial Intelligence, Data Science, energy efficiency, ESG, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Uncategorized

Using some real world production, energy and temperature data explore how a generative AI can be used to develop predictive models. In this case using ChatGPT 4o and o1. Interesting…

Podcast 45 Can You Use ChatGPT 4o to Perform CBM Analysis of Your Data then Some Python and MatLab Coding from GPT 4o

By MotorDoc September 7, 2024Artificial Intelligence, Data Science, Electric Machine, expert system, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

A discussion of how to use ChatGPT 4o to analyze CBM data from sound and csv files including live data collection via Python and MatLab using the new MotorDoc MCSA…