Optimal Control of Switched System Based on Neural Network Optimization

2008 ◽  
pp. 799-806 ◽  
Author(s):  
Rong Long ◽  
Jinming Fu ◽  
Liyan Zhang
Keyword(s):  
Neural Network ◽  
Optimal Control ◽  
Network Optimization ◽  
Switched System ◽  
Neural Network Optimization

Optimal Power Control of Smart Grid Based on Neural Network Optimization

2011 ◽  
Vol 474-476 ◽  
pp. 626-632
Author(s):  
Li Yan Zhang ◽  
Shu Hai Quan
Keyword(s):  
Neural Network ◽  
Optimal Control ◽  
Smart Grid ◽  
Network Optimization ◽  
Computation Time ◽  
Optimization Approach ◽  
Neural Network Optimization ◽  
Control Approach ◽  
Optimal Power ◽  
Control Layer

This paper presents a neural network based optimal control approach for the power allocation problem of smart grid. Firstly the optimal control framework which consists of center control layer, area control layer and generator control layer is presented. In order to reduce computation time of optimal control, the neural network optimization method and schematic diagram is proposed. Simulation is implemented in a modified IEEE30-bus power system comprising 6 conventional generators and a wind plant. Simulation results demonstrate that the proposed neural network optimization approach is satisfied the demand of computation time and the optimal power controller can allocate the power into loads reasonably and cope with the fluctuation of the load and renewable energy source’s output power.

Greedy based convolutional neural network optimization for detecting apnea

2020 ◽  
Vol 197 ◽  
pp. 105640 ◽  
Author(s):  
Sheikh Shanawaz Mostafa ◽  
Darío Baptista ◽  
Antonio G. Ravelo-García ◽  
Gabriel Juliá-Serdá ◽  
Fernando Morgado-Dias
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Network Optimization ◽  
Neural Network Optimization
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