2023 - MotorDocAI

Machine Learning (AI) for Electric Machine Prognostics and RUL with Basic Motor Data (2022 IEEE Paper)

By MotorDoc June 16, 2023Uncategorized

Limited applications of machine learning using basic electric motor data as sensors have been developed and applied. In this paper we will present the development of a solution for critical…

MotorDocAI EMPATH Energy and Emissions Estimation Software Alpha

By MotorDoc June 6, 2023Alternative Energy, Artificial Intelligence, Data Science, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, Machine Learning, Power, Power Quality, Time to Failure Estimation, Uncategorized

MotorDocAI Energy and Emissions Alpha version 0.1 (desktop only) is available for MS Windows and is designed to work with Channel 11 (kilowatt) data from either EMPATH and ECMS collected…

ESTIMATING LOSSES IN AN ELECTRIC MOTOR: A COMPARISON OF VIBRATIONANALYSIS AND ELECTRICAL SIGNATURE ANALYSIS PART 1

By MotorDoc May 24, 2023Alternative Energy, Data Science, Electric Machine, energy efficiency, ESG, Machine Learning, Power, Power Quality, Time to Failure Estimation, Uncategorized

To date many assumptions and generalizations are made in relation to energy and emissions losses and vibration analysis for commercial/marketing reasons, and rarely do they meet the actual values, in…

Basic Field Efficiency Testing Using EMPATH

By MotorDoc May 6, 2023Alternative Energy, Data Science, Electric Machine, energy efficiency, ESG, expert system, Internet of Things, Power, Uncategorized

Electric motor efficiency is basically kilowatts in versus kilowatts out. With standards like IEEE 112 (method B) and CSA 390 in addition to measuring the incoming data with instrumentation and…

Introducing MotorDocAI ECMS Energy Dashboards

By MotorDoc April 29, 2023Alternative Energy, Artificial Intelligence, cybersecurity, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

The combination of EMPATH ECMS-E1 and ECMS-32 energy and analytics data combined with the power of MotorDocAI artificial intelligence provides a deep dive into your energy consumption and impacts of…

Case Study Installation of Onics Ground and Neutral Filters and Energy Analysis with EMPATH During Installation

By MotorDoc April 19, 2023Artificial Intelligence, cybersecurity, Data Science, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, Power, Power Quality, Time to Failure Estimation, Uncategorized

With the increase of nonlinear loads in commercial and industrial facilities an increase in current flow and resulting kilowatt losses in grounds and neutrals are on the rise. These generate…

Energy and Emissions in IoT and Continuous Monitoring Systems

By MotorDoc April 6, 2023Artificial Intelligence, cybersecurity, Data Science, energy efficiency, ESG, expert system, Internet of Things, Machine Learning, Power, Uncategorized

One of the often-ignored challenges of digital transformation is the impact on Greenhouse Gas Emissions (GHG) and energy consumption, especially in an ESG environment. When dealing with abstract concepts such…

New MotorDoc EMPATH Energy and AI Dashboard to be Released April 4 2023

By MotorDoc March 25, 2023Artificial Intelligence, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation

Press Release March 25, 2023: A growing number of EMPATH users utilize the ECMS-E1 analyzer with gateway computer to monitor incoming power as well as condition of transformers and/or subs.…

Loose Connection in DC Drive Energy and Emissions Impact

By MotorDoc March 21, 2023Alternative Energy, Data Science, Electric Machine, energy efficiency, ESG, expert system, Power, Uncategorized

One of the cool things about the EMPATH Electrical Signature Analysis (ESA) system is the ability to look at watts losses by defect. Normally our case studies relate to AC…

Pioneering Predictive Maintenance with EMPATH: A Collaborative Success for Energy Efficiency and Emissions Reduction

By MotorDoc March 19, 2023Alternative Energy, Artificial Intelligence, cybersecurity, Data Science, Electric Machine, energy efficiency, ESG, expert system, infrastructure, Internet of Things, Machine Learning, Power, Power Quality, Remaining Useful Life, skilled workforce, Time to Failure Estimation, Uncategorized

By ChatGPT4.0 as prompted by MotorDoc LLC staff The landscape of equipment maintenance in commercial and industrial facilities has long been dominated by traditional vibration analysis systems. However, recent advancements…