Deployment or integration of a predictive maintenance algorithm is typically the final stage of the algorithm-development workflow. How you ultimately deploy the algorithm can also be a consideration in earlier stages of algorithm design. MathWorks® products support several phases of the process for developing, deploying, and validation process for predictive-maintenance algorithms.
Understand the phases of deployment and implementation of your predictive-maintenance algorithm.
Deploy an algorithm for predicting remaining useful life (RUL). Such code generation is useful when you have trained an RUL model and are ready to deploy the prediction algorithm to another environment.
Generate code that preserves the state of the RUL model when the prediction algorithm is stopped and restarted.