Overview

Detailed Design Specification (DDS): AI-Assisted Auto-Tuning for Industrial PID Controllers This paperback edition delivers a complete DDS framework for designing, validating, and deploying an AI-assisted auto-tuning system in industrial environments. Built for Siemens PLC platforms (PCS 7, TIA Portal), the book covers state-machine architecture, IMC and Bayesian optimization algorithms, safety interlocks, rollback procedures, and KPI-driven deployment workflows. Readers gain practical guidance on FAT/SAT validation, audit traceability, and regulatory alignment with IEC 61511, IEC 62443, and FDA 21 CFR Part 11, ensuring safe commissioning and compliance-ready automation. To support hands-on learning, the book provides access to a GitHub repository containing reference source code, modular examples, and validation scripts. This enables engineers and auditors to explore implementations, adapt workflows, and maintain full traceability in real projects.

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