Introduction -- Adaptive mixed edge detection of furnace flame image -- Intelligent flame image segmentation of furnace flame image -- Reconstruction of temperature field based on limited flame image information -- Furnace temperature prediction based on optimized kernel extreme learning machine -- Process modeling of power plant -- Fuzzy K-means network based generalized predictive control for power plant -- Deep-neural-network based nonlinear predictive control for power plant -- Intelligent virtual reference feedback tuning based data driven control for power plant.