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

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

March 19, 2023Posted inAlternative 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…
Understanding EMPATH ESA Continuous Monitoring Infrastructure

Understanding EMPATH ESA Continuous Monitoring Infrastructure

February 6, 2023Posted inArtificial 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…
Interactive Low and High Frequency FFT ESA/MCSA Datasets

Interactive Low and High Frequency FFT ESA/MCSA Datasets

May 23, 2022Posted inArtificial Intelligence, Data Science, Electric Machine, Internet of Things, Machine Learning, Remaining Useful Life, Time to Failure Estimation, Uncategorized
Interactive ESA/MCSA spectra at the end of this post. These interactive charts go along with the following https://theramreview.com articles: https://theramreview.com/part-1-whats-behind-mcsa-and-esa-anyways/ https://theramreview.com/part-2-whats-behind-mcsa-and-esa-anyways/ https://theramreview.com/part-3-whats-behind-mcsa-and-esa-anyways/ More can be found in the associated code…