Hands-On Industrial Internet of Things

Rule-based

Rule-based analytics use knowledge about a variable or a particular feature to build a decision-based algorithm. Rule-based analytics can either use expert systems, classifiers, or rule-based ML. Rules-based analytics, for instance, can translate human knowledge or empirical rules into an algorithm.

In the previous chapters, we already implemented a simple rule-based algorithm on AWS/Azure based on a simple threshold. A more complex algorithm might use fuzzy logic or Bayesian probabilities.