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MachineMetrics Tech Blog
Learn about MachineMetrics' innovative work in manufacturing analytics, industrial data science and machine learning.
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Unlocking the power of high-frequency control data
Unlocking the power of high-frequency control data
Why High-Frequency Data?
Lou Zhang
Jan 20, 2020
Automated Classification of CNC Machine Downtime Events (Part 1)
Automated Classification of CNC Machine Downtime Events (Part 1)
Making our product interface easier to use.
Brock Tweedie
Jun 21, 2019
Tracking Economic Indicators with MachineMetrics Data
Tracking Economic Indicators with MachineMetrics Data
Alternative uses for our data
Lou Zhang
Mar 22, 2019
Experiments in Optimizing Tool Life with Amperage Data (Part 1)
Experiments in Optimizing Tool Life with Amperage Data (Part 1)
Experiments in Tooling Analytics
Lou Zhang
Nov 30, 2018
Detecting CNC Anomalies with Unsupervised Learning (Part 4)
Detecting CNC Anomalies with Unsupervised Learning (Part 4)
In the fourth installment of this series, we’ll take a look at some examples of anomalies we caught in live machining environments. We’ll…
Lou Zhang
Aug 17, 2018
Detecting CNC Anomalies with Unsupervised Learning (Part 3)
Detecting CNC Anomalies with Unsupervised Learning (Part 3)
In parts 1 and 2, we discussed the business problem and preprocessing involved with detecting anomalous behavior on machines. In this post…
Lou Zhang
Aug 1, 2018
Detecting CNC Anomalies with Unsupervised Learning (Part 2)
Detecting CNC Anomalies with Unsupervised Learning (Part 2)
In the last post of this series, we went over why it was important to try and detect anomalous behavior on machines. In this post, we’ll…
Lou Zhang
Jul 12, 2018
Lou Zhang
Jul 5, 2018
Detecting CNC Anomalies with Unsupervised Learning (Part 1)
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