Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents a suite of neural network (NN) based decentralized controller designs for large scale por systems' generators, one is for the excitation control and the other is for the steam valve control. Though the control inputs are calculated using local signals, the transient and overall system stability can be guaranteed. NNs are used to approximate the unknown and/or imprecise dynamics of the local por system dynamics and the inter-connection terms, thus the requirements for exact system parameters are relaxed. Simulation studies with a three-machine por system demonstrate the effectiveness of the proposed controller designs.
['Wenxin Liu', 'Jagannathan Sarangapani', 'Ganesh K. Venayagamoorthy', 'Donald C. Wunsch', 'Mariesa L. Crow', 'Li Liu', 'David A. Cartes']
I am writing a research paper on a idea Neural Network Based Decentralized Controls of Large Scale Power Systems
[{"from": "human", "value": "I am writing a research paper on a idea Neural Network Based Decentralized Controls of Large Scale Power Systems"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents a suite of neural network (NN) based decentralized controller designs for large scale por systems' generators, one is for the excitation control and the other is for the steam valve control. Though the control inputs are calculated using local signals, the transient and overall system stability can be guaranteed. NNs are used to approximate the unknown and/or imprecise dynamics of the local por system dynamics and the inter-connection terms, thus the requirements for exact system parameters are relaxed. Simulation studies with a three-machine por system demonstrate the effectiveness of the proposed controller designs."}]