A Novel Approach to Detecting Machinery Insulation Defects with Electrical and Current Signature Analysis

March 14, 2025Posted inData Science, Electric Machine, energy efficiency, Internet of Things, Machine Learning, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized
Abstract— In this paper we will discuss the use of electrical and current signature analysis on electric machinery for the detection of insulation defects. The project involved the practical study…

Evaluation of Wind Turbine Electrical and Mechanical Defects due to Nacelle Circulating Currents

March 14, 2025Posted inData Science, Electric Machine, energy efficiency, expert system, infrastructure, Internet of Things, Machine Learning, Power, Power Quality, Time to Failure Estimation, Uncategorized
Abstract— Wind turbines are critical components of renewable energy infrastructure, but they face operational challenges due to transformer, generator and powertrain defects. One cause of the defects is nacelle circulating…
MotorDoc Vlog 65 A Tour of the EMPOWER V2 0

MotorDoc Vlog 65 A Tour of the EMPOWER V2 0

February 27, 2025Posted inArtificial 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 tour of the latest features for EMPOWER V2.0. This includes a full demonstration of each feature except the DFIG analysis which will only be available to EMPOWER owners. EMPOWER…
MotorDoc VLog 64 MSA and ESA Energy and Emissions Presentation

MotorDoc VLog 64 MSA and ESA Energy and Emissions Presentation

February 10, 2025Posted inAlternative Energy, Data Science, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, MotorDoc Podcast, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized
A combination of two presentations that will be included for the last time at the 2025 IndyCon on February 11, 2025, before all new presentations. Includes the EMPATH ESA and…
MotorDoc Vlog 60 Review EMPOWER Version 1 1b with periodic auto testing and DFIG Rotor Test

MotorDoc Vlog 60 Review EMPOWER Version 1 1b with periodic auto testing and DFIG Rotor Test

January 13, 2025Posted inAlternative Energy, Artificial 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
Tour of the newest features of the EMPOWER Version 1.1b which is the interim to 1.5. In this update we have included periodic testing in increments of 5, 10, 15,…
MotorDoc VLOG 59 Leaving Behind the Mess of 2024 and Heading into 2025

MotorDoc VLOG 59 Leaving Behind the Mess of 2024 and Heading into 2025

January 4, 2025Posted inAlternative Energy, Artificial Intelligence, cybersecurity, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, media, MotorDoc Podcast, Power, Power Quality, skilled workforce, social engineering, Time to Failure Estimation, Uncategorized
Well, we experienced a lot in 2024 from AI disasters to IoT lunacy within industry. However, MotorDoc and MotorDocAI continue to blaze forward through real-world applications, including the use of…