A large majority of manufacturers remain dependent on inefficient data collection systems. Many continue to rely on data manually captured from their operations by shop floor personnel. This
One of the most common questions we get from manufacturers: What data can I collect from my equipment and operations using MachineMetrics? The answer will rely on the make and model of the equipment
In recent years, many manufacturers have reconsidered their supply chain strategies and looked to reshore or nearshore critical segments. This trend is driven by various factors, including rising
Every manufacturer has been there: Orders are out of control, and demand is sky-high. Overtime has become the norm, and everyone is wondering how to meet demand without increasing lead time and
The power of data brought to life by the rise of the Industrial Internet of Things (IIoT) and the Fourth Industrial Revolution (Industry 4.0) technologies is undisputed. For manufacturing, it’s no...
In 30,000 BC, our ancestors painted stories on cave walls about their daily life, and by 700 BC we had our first printed story—Gilgamesh. Flash forward to 2021, and we have been co-creating stories...
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...