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-driven analytics for predictive maintenance and anomaly detection, enabling smarter and more proactive plant operations. Exploring these technologies alongside traditional programming will position engineers at the forefront o

nel can gain competency efficiently, reducing the risk of human error. Enhancing System Lifecycle Management The lifecycle of a control system involves design, installation, commissioning, operation, and eventual upgrade or decommi