Introducing MotorDocAI ECMS Energy Dashboards
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…
Energy and Emissions in IoT and Continuous Monitoring Systems
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…
Loose Connection in DC Drive Energy and Emissions Impact
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 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
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…
Analyzing Transformer Sound with a Phone – Poor Man’s Analysis
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
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…
Interactive Low and High Frequency FFT ESA/MCSA Datasets
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…
A Quick Demo of MCSA Raw Data in Python Part 3
In Parts 1 and 2 we used 10kHz sampling data in current to take a look at an electric motor. In this part we will look at high and low…
A Quick Demo of MCSA Using Raw Data in Python – Part 2
The data behind the second part of the series on https://theramreview.com. Note: this is for demonstrating the concepts behind MCSA/ESA, vibration and other similar spectral data analysis and should not…