Asynchronous Synthesis of a Neural Network Applied on Head Load Prediction

Local weather prediction system for a heating plant using cognitive approaches

“…Concerning weather prediction there have been proposed several prediction systems using various types of NNs, from simple multilayer perceptrons (MLP) [31,32], through more complicated types like recurrent NNs [33,34] up to hybrid combinations with other means of artificial intelligence as fuzzy logic for possibility of processing uncertain information, especially the well known architecture ANFIS [22], or evolutionary algorithms [35] for adjusting the parameters of NNs, e.g. NN with particle swarm optimization (PSO) [36] or NN with migration algorithm [37].…”