Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  propose a novel neural network assisted proportional-plus-integral (PI) control strategy to improve the supply air pressure control performance of variable air volume (VAV) system. The neural network is trained on-line with a normalized training algorithm, which eliminates the requirement of a bounded regression signal to the system. To ensure the convergence of the training algorithm, an adaptive dead-zone scheme is employed. Stability of the proposed control scheme is guaranteed based on the conic sector theory. To demonstrate the applicability of the proposed method, real-time tests re carried out on a pilot VAV air-conditioning system and good experimental results re obtained.
['Chengyi Guo', 'Qing Song', 'Wenjian Cai']
I am writing a research paper on a idea Real-time control of AHU based on a neural network assisted cascade control system
[{"from": "human", "value": "I am writing a research paper on a idea Real-time control of AHU based on a neural network assisted cascade control system"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  propose a novel neural network assisted proportional-plus-integral (PI) control strategy to improve the supply air pressure control performance of variable air volume (VAV) system. The neural network is trained on-line with a normalized training algorithm, which eliminates the requirement of a bounded regression signal to the system. To ensure the convergence of the training algorithm, an adaptive dead-zone scheme is employed. Stability of the proposed control scheme is guaranteed based on the conic sector theory. To demonstrate the applicability of the proposed method, real-time tests re carried out on a pilot VAV air-conditioning system and good experimental results re obtained."}]