Data Science - MotorDocAI

Chaos and Caffeine Podcast Episode 10 Cracker Barrel Coffee and an Interview with CMMSRadio

By MotorDoc September 20, 2025Chaos and Caffeine Podcast, Data Science, Internet of Things, Machine Learning, skilled workforce, Uncategorized

Trying Cracker Barrel Coffee and then interviewing each other with guest Greg Christensen of CMMS Radio and Janine Komornick of MotorDoc LLC. We discuss the state of the industry, testing…

Chaos and Caffeine Podcast 8 Turkish Coffee Mother in Law Dragon Critical Thinking AI Bearing Currents Root Cause Analysis

By MotorDoc September 6, 2025Alternative Energy, Chaos and Caffeine Podcast, Data Science, Electric Machine, Uncategorized

In this episode we discuss Turkish coffee, my mother in law - the dragon, critical thinking and the scientific process, bearing currents, AI and root cause failure analysis, amongst other…

Chaos and Caffeine Podcast 7 DeathWish Coffee and Reduced Energy Costs in Commercial and Industrial

By MotorDoc August 30, 2025Chaos and Caffeine Podcast, Data Science, Electric Machine, energy efficiency, ESG, Power, skilled workforce, Uncategorized

A comparison of DeathWish dark roast and DeathWish coffee's Valhalla blend - which one is better? Then we go on to discuss the FREE US Department of Energy resources available…

Chaos and Caffeine 2 Aerial Resupply Coffee and the Iberian Peninsula Blackout RCFA

By MotorDoc August 4, 2025Chaos and Caffeine Podcast, Electric Machine, ESG, infrastructure, Machine Learning, MotorDoc Podcast, Power, Power Quality, Time to Failure Estimation, Uncategorized

In this episode we cover Aerial Supply Coffee (https://aerialsupplycoffee.com) M.O.A.B. ARC is a veteran owned coffee company based out of Virginia. We then discuss the Iberian Peninsula (Spain and Portugal)…

MotorDoc VLOG 81 Practical Electrical and Current Signature Analysis for Electric Machines and Plagiarism

By MotorDoc July 12, 2025Electric Machine, energy efficiency, ESG, Internet of Things, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

The presentation that was given at this year's EPRI CBMUG - and discussion of an unfortunate, but quickly becoming common, concern. In this presentation we will discuss the history of…

MotorDoc Vlog 80 Electrical Machinery Forensics An Intro

By MotorDoc July 12, 2025Alternative Energy, Artificial Intelligence, Data Science, Electric Machine, energy efficiency, infrastructure, Machine Learning, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, skilled workforce, social engineering, Time to Failure Estimation, Uncategorized

The course we gave at the 2025 IEEE Electrical Insulation Conference. The course starts with an overview of the RCFA process emphasizing the simple 5-why and complex analysis using PROACT.…

MotorDoc Vlog 79 Harmonics Impact on Electric System and Machine Reliability

By MotorDoc July 4, 2025Data Science, Electric Machine, energy efficiency, ESG, expert system, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

Happy 250th birthday to the USA. In this vlog we discuss harmonics and their impacts on everything from lighting to bearings and even winding defects. This references an article on…

MotorDoc Vlog 78 Discussion of AI Hallucination Business Impacts

By MotorDoc June 21, 2025Artificial Intelligence, Data Science, Internet of Things, Machine Learning, MotorDoc Podcast, Uncategorized

In a 2025 summary of AI hallucinations and impact on business it was noted over $60 billion in lost business due to hallucinations. In this podcast we discuss the studies…

MotorDoc Vlog 77 An Intro to the Intent of IEEE 97 Diagnostic Test Methods of AC Electric Machinery with DC Voltage

By MotorDoc June 12, 2025Electric Machine, expert system, Machine Learning, media, MotorDoc Podcast, Remaining Useful Life, skilled workforce, Time to Failure Estimation, Uncategorized

P97/D6.3, is a draft guide from the Institute of Electrical and Electronics Engineers (IEEE) focusing on diagnostic test methods for AC electric machinery using direct voltage. It outlines various direct…

MotorDoc Vlog 75 A Discussion of IEEE Std 43 2022 the IEEE Standard for Harmonic Control

By MotorDoc June 1, 2025Data Science, Electric Machine, energy efficiency, ESG, MotorDoc Podcast, Power, Power Quality, Uncategorized

IEEE Std 519™-2022 is a technical standard providing guidance for controlling electrical harmonics in power systems, establishing design goals for systems with both linear and nonlinear loads by defining acceptable…