Artificial Intelligence

Chaos and Caffeine Podcast 33 Human in the Loop Why Your AI Implementation Fails

By MotorDoc February 28, 2026Artificial Intelligence, Chaos and Caffeine Podcast, cybersecurity, Data Science, expert system, Internet of Things, Machine Learning, Uncategorized

AI is being sold as the silver bullet for reliability, maintenance and corporate efficiency. But if that were true, why are so many implementations underperforming or outright failing? In this…

Chaos and Caffeine Podcast 31 Streamline Conference C Suite ROI Energy and Emissions

By MotorDoc February 14, 2026Alternative Energy, Artificial Intelligence, Chaos and Caffeine Podcast, Data Science, Electric Machine, energy efficiency, ESG, infrastructure, Machine Learning, Power, Uncategorized

We attended the Streamline Conference this week, a book review of 'Condition Monitoring ROI Calculator' book and associated website by Abraham Brooks, and then the application of free US DOE…

Chaos and Caffeine Episode 29 Bridging the Gap from Theory to Real World Reliability

By MotorDoc January 31, 2026Artificial Intelligence, Chaos and Caffeine Podcast, Data Science, Electric Machine, energy efficiency, ESG, Internet of Things, Machine Learning, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

In this episode we will have ChatGPT Juniper as our co-host - a fun little experiment and an attempt to go by a script (not very well). We discuss the…

Chaos and Caffeine Podcast 27 The Dangers of Vibe Consulting

By MotorDoc January 17, 2026Artificial Intelligence, Chaos and Caffeine Podcast, Data Science, Electric Machine, Machine Learning, skilled workforce

Discussion of the challenges of the use of AI especially in the reliability and maintenance consulting industry. A number of examples are covered related to alignment and medium voltage applications.…

Chaos and Caffeine Episode 25 EMPOWER Vibration and MCSA with Peppermint Mocha

By MotorDoc January 3, 2026Artificial Intelligence, Chaos and Caffeine Podcast, Electric Machine, expert system, Internet of Things, Machine Learning, Power, Power Quality, Remaining Useful Life, skilled workforce, Time to Failure Estimation, Uncategorized

A review of the upcoming EMPOWER-VIB vibration analysis system and the EMPOWER-MCSA current signature analysis system available the first week in January, 2026. Includes the new features for time to…

Chaos and Caffeine Podcast 23 Judys Coffee and the 12 Days of Reliability Christmas

By MotorDoc December 20, 2025Artificial Intelligence, Chaos and Caffeine Podcast, Data Science, Electric Machine, Internet of Things, Machine Learning, Power, Power Quality, Uncategorized

Enjoying some Judy's Cafe coffee provided by our friends at Hitachi and Joliet Electric before sharing a few stories based on a generated 12-days of Christmas - well, ok, a…

Chaos and Caffeine Podcast 21 Its the Economy Stupid and the Trades in 2026

By MotorDoc December 6, 2025Artificial Intelligence, Chaos and Caffeine Podcast, Data Science, Electric Machine, energy efficiency, ESG, infrastructure, Internet of Things, Machine Learning, skilled workforce, social engineering, Uncategorized

We try the Starbucks Eggnog Latte then discuss the impacts and conditions surrounding 2025, including AI, policy decisions, and the impacts of all of them on small to medium businesses.…

Chaos and Caffeine Podcast 20 Kona Coffee and Vehicle Electronic Reliability

By MotorDoc November 28, 2025Artificial Intelligence, Chaos and Caffeine Podcast, cybersecurity, Data Science, Electric Machine, energy efficiency, Internet of Things, media, Uncategorized

Checking out a local Signature Kona (inexpensive) coffee followed by a discussion of experiences with the radio and connected systems in GM Hybrid Tahoes and Silverados. We identify that most…

Chaos and Caffeine Podcast 18 Korean Coffee and US Navy Electricians Mate A School and Rewind School

By MotorDoc November 15, 2025Alternative Energy, Artificial Intelligence, Chaos and Caffeine Podcast, Electric Machine, ESG, infrastructure, Power, Power Quality, Uncategorized

The Post Veterans Day Post. Trying out Korean instant coffee while discussing the CIGRE Grid of the Future conference then 45 minutes on the US Navy's BEE, EM A-school and…

Chaos and Caffeine Podcast 15 Pumpkin Spice Condition Based Maintenance

By MotorDoc October 25, 2025Artificial Intelligence, Chaos and Caffeine Podcast, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Machine Learning, Power, Power Quality, Time to Failure Estimation, Uncategorized

We try and compare Starbucks and Dunkin Donuts pumpkin spice latte (shudder) and then discuss what's going on with modern condition-based maintenance with a combination of AI-generated jokes and a…