Machine Learning - MotorDocAI

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.…

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…

Struggling with Driverless AI in a Tesla

By MotorDoc February 11, 2023Alternative Energy, Artificial Intelligence, Electric Machine, infrastructure, Internet of Things, Machine Learning, media

First, after our rental experience on a business trip with a Tesla Model 3, I would definitely rent one again. However, the experience with driverless technology definitely reinforced my thoughts…

Understanding EMPATH ESA Continuous Monitoring Infrastructure

By MotorDoc February 6, 2023Artificial Intelligence, Data Science, Electric Machine, expert system, infrastructure, Internet of Things, Machine Learning, Power, Power Quality, Remaining Useful Life, Time to Failure Estimation, Uncategorized

Framatome's EMPATH and ECMS data collection and continuous monitoring systems are flexible hybrid expert/ML/AI systems that also allow for real-time and historical data science. MotorDoc LLC and MotorDocAI are partnered…

What is that Catchy Tune on My Transformer

By MotorDoc January 21, 2023Data Science, expert system, infrastructure, Internet of Things, Power, Power Quality

Nope. Neither dry nor oil-filled transformers are supposed to be noisy by nature. When you hear noise it is often the result of something from power factor conditions, harmonics, core…

Energy Monitoring Dashboard

By MotorDoc January 2, 2023Alternative Energy, Artificial Intelligence, Data Science, Electric Machine, expert system, Internet of Things, Machine Learning, Power, Power Quality

Some of our clients use the ECMS-E1 and ECMS-32's for site energy monitoring. The hybrid edge system that we have developed provides the ability to simply create dashboards such as…

Skilled Workforce Observations 2022

By MotorDoc December 20, 2022cybersecurity, infrastructure, media, skilled workforce, social engineering, Uncategorized

In 2018 efforts resulted in the passing of the Perkins Reauthorization which provided $billions in funding for CTE (Continuing and Technical Education) followed by a number of additional funding bills…

Analyzing Transformer Sound with a Phone – Poor Man’s Analysis

By MotorDoc November 13, 2022Artificial Intelligence, Data Science, Electric Machine, Internet of Things, Machine Learning, Power, Power Quality, Uncategorized

So, you are out on a job and there is a noisy transformer - you know, that humming noise that we are all familiar with. However, something doesn't sound quite…