Inside Process: Neural networks have been used in process control strategies for years, but they’re still not commonly found in industry. This technology has been applied in a number of fields with great success. With proper training to lift the veil from the technology, it can be more widely applied—without mystery—to solve some of the most nagging process control problems. This two-part series examines the process of producing a neural network application and includes tools to simplify the process. Part 1 of this 2-part series covers neural network architecture, control space, model range, data types, and dataset selection.
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