Sample Use Cases
Last updated
Last updated
The examples and code samples in this documentation refer to our sample use cases. These examples are real-world use cases with complex goals and constraints. In each case, the Composabl team has built agents that exceed the benchmark control technology by orders of magnitude.
Learn more: Read the Composabl whitepaper about the production scheduling use case.
The industrial mixer use case is a realistic case study of a chemical process control agent controlling a continuous stirred tank chemical reaction. The agent controls the temperature in a tank where a chemical reaction occurs to create a product.
As the chemicals are stirred together in the tank, the reaction produces heat at a nonlinear, unpredictable rate. If the tank isn’t cooled enough, it can reach dangerous temperatures, a condition called thermal runaway. If it’s cooled too much, not enough product will be produced. The agent needs to balance these two goals, keeping the tank at the right temperature at every moment to optimize production while ensuring safety.
Access perceptors, skills, and selectors for this use case.
Learn more: Read the Composabl whitepaper about the production scheduling use case.
The production scheduling use case is an complex production planning problem set in an industrial bakery. The agent must determine the right amount of cookies, cakes, and cupcakes to make each day, directing teams of workers and equipment and responding to fluctuations in costs, pricing, and demand.
The case study, developed in partnership with Composabl partner Rovisys, requires the agent to make a choice every minute between 24 possible combinations of equipment, task, employee and product, over the course of a 400-decision day, with the ultimate goal of maximizing profit.
