MachineMetrics Blog

MachineMetrics Introduces ERP Connectors to Power Automated...

Summary: With seamless bi-directional ERP Connectivity, MachineMetrics offers an out-of-the-box, configurable MES powered by real time production data - the resulting functionality includes automated
MachineMetrics / Feb 10, 2025

Build vs. Buy MES | The Case for Modular MES

The manufacturing landscape is evolving, and so are the challenges manufacturers face when managing shop floor operations. Manufacturing Execution Systems (MES) have long been heralded as the
MachineMetrics / Jan 09, 2025

2024 Year in Review: Driving the Future of Production...

What a year it has been! In 2024 we continued to push the boundaries of what’s possible in production monitoring and operational excellence - introducing cutting-edge capabilities, celebrating
MachineMetrics / Dec 31, 2025

Rethinking MES for Digital Transformation

Digital transformation has become a necessity for manufacturers aiming to compete in an increasingly complex and fast-paced global market. However, the journey to achieving a fully integrated,
MachineMetrics / Nov 25, 2024
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    Experiments in Optimizing Tool Life with Amperage Data ...
    Data Science / December 21, 2018
    Key Takeaways: Amperage data provides valuable insights into optimizing tool life in manufacturing. Monitoring energy consumption can help extend tool usage and reduce costs. Experiments show that...

    Detecting CNC Anomalies with Unsupervised Learning (Par...
    Data Science / October 10, 2018
    Key Takeaways: Unsupervised learning techniques can identify anomalies in CNC machine performance. Detecting anomalies early helps reduce downtime and improve operational efficiency. MachineMetrics'...

    Detecting CNC Anomalies with Unsupervised Learning (Par...
    manufacturing / October 10, 2018
    In parts 1 and 2, we discussed the business problem and preprocessing involved with detecting anomalous behavior on machines. In this post, we’ll cover some creative data wrangling and clustering...

    Detecting CNC Anomalies with Unsupervised Learning (Par...
    Data Science / October 05, 2018
    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 dive right into how we preprocessed and cleaned the data. We...

    Detecting CNC Anomalies with Unsupervised Learning (Par...
    Data Science / October 05, 2018
    In the world of Computer Numerically Controlled (CNC) machining, many operators struggle to keep their machines on schedule and running efficiently. Unanticipated events can plague machine...
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