Real-time Monitoring and Optimization Design of Ultra-supercritical Unit Coal Consumption Based on 5G Communication
This paper proposes a real-time monitoring and optimization system using 5G communication technology to improve coal consumption monitoring for ultra-supercritical units.The system has three main parts:data collection,real-time analysis,and optimization control.It collects boiler combustion data frequently,analyzes it intelligently,and adjusts it in real time.Using 5G's high speed and low latency,along with advanced signal processing and machine learning,the system creates a closed-loop from sensing to control.High-fidelity simulations show that this system reduces coal consumption by 1.29%under different load conditions,outperforming traditional Proportional-Integral-Derivative(PID)control.
ultra-supercritical unitscoal consumption monitoring5G communication
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