Experts more and more promote “cloud solutions” in industrial production. So it may be a good moment to look into the pros and cons of classical “on premise solutions”. We look into the example of tool identification systems.
Read more
Introduction This is the next article in my collection of blogs on anomaly detection. This time we will be taking a look at unsupervised learning using the Isolation Forest algorithm for outlier detection. I’ve mentioned this before, but this time we will look at some of the details more closely.
Read more
We can all think of examples of successful forecasting, but what should we be aware of and what pointers can we adopt going forward?
Read more
RFID is key in auto identification technologies In the course of the evolving digitalization, industrial companies automate more and more manual processes. Consequently, they transfer paper-based tasks in the field of identification to digital solutions. So, one important enabling technology is radio frequency identification (RFID). Since this technology is mature,
Read more
Why are Auto ID technologies such as RFID beneficial for the medical industry? First, and most important, Automatic Identification and Data Capture technology (AIDC) conquer different industries step by step. So, why it should not be used in the medtech industry? Therefore, you gain now insights in five use cases
Read more
What is Central Sterilization? CSSD is short for Central Sterilization Services Department in hospitals. In short, this the place employees and machines sterilize medical devices and equipment for subsequent use. Those devices are e.g. surgical instruments. Finally, the overall target of sterilization services is to prevent infection of personnel and
Read more
Not all models need to be pre-trained. Sometimes it is more effective to apply algorithms inline to small batches of data.
Read more
Usually, optical laser measurement systems or radar sensors are used for displacement and distance measurements over long distances of up to several hundred meters. However, these optical distance sensors do not work reliable in the long term under all environmental conditions
Read more
The M-competitions compare and evaluate different approaches to, and implementations of, time-series forecasting. Here is a brief review of the latest one, M5
Read more
We must give consideration to the languages used in model training and model deployment – and we should do this before any model work begins. It is better to consider the two environments (and sometimes the two teams) as a whole and then work to a common interface.
Read more
