We’re giving the PID faithful a stable, validated PID loop fortified by AI. Bill Mueller is the founder and senior engineer of Lucid Automation and Security, an integrator member of the Control System ...

The proposed approach leverages NMSS to eliminate the need for state observers, enhancing robustness against model mismatch and improving overall system performance. The PIP controller extends ...

It effectively employs a fuzzy PID control strategy to optimize system operations while enabling real-time performance monitoring, significantly improving energy efficiency.

Now, the electronics are defining the product itself. If it’s an autonomous vehicle, a flight system, or even high-level cybertronic systems, those are defining what is going into mechanical, what is ...

PID loops are a central component of modulating boiler control systems with applications ranging from basic steam header pressure control to cascading 3-element drum level control. A modern ...

This controller employs a CPI controller as the primary controller for direct water level control, coupled with an agent-based controller optimized through a DRL algorithm. The agent dynamically ...

The steam generator level control system is a key instrumentation and control subsystem to ensure the safe operation of nuclear power plants. However, it is one of the most complex subsystems with ...

Finally, most control systems support a range of modifications to the PID algorithm, designed specifically for averaging level control. Tight versus average Tight level control is installed where ...