IoT - MotorDocAI

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…

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…

gray steel electric posts under gray sky

Workforce and Infrastructure Discussion with a Lineman

By MotorDoc December 25, 2022Alternative Energy, Data Science, infrastructure, Internet of Things, media, Power, skilled workforce, Uncategorized

One of the things that I enjoy about my particular career choice is a lot of travel and working with my hands and mind. I have transitioned away from a…

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…

Machine Learning IoT in a Box: Lessons from the SMRP Conference

By MotorDoc October 23, 2022Artificial Intelligence, Data Science, Electric Machine, expert system, Internet of Things, Machine Learning

Lately there has been a lot of discussion about the differences surrounding electric motor prognostics with expert systems and machine learning IoT devices. The difference became glaringly obvious right before…

Review of Power Quality Data in a Traditional Grid Environment Part 2

By MotorDoc August 30, 2022Alternative Energy, Artificial Intelligence, Data Science, Internet of Things, Power Quality

Figure 1: First service at a manufacturing facility. Secondary of Utility Transformer (PCC) in an area with heavy wind/solar/nuclear Figure 2: Second service at same facility as Figure 1. Secondary…

Review of Power Quality Data in a Traditional Grid Environment Part 1

By MotorDoc August 28, 2022Alternative Energy, Data Science, Electric Machine, Internet of Things, Power Quality, Time to Failure Estimation, Uncategorized

Figure 1: Part of Data Analytics Project The condition of incoming power has a direct impact on the electrical reliability of a plant. As the conditions surround electrical equipment they…