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Industrial Automatic Control Systems and Controllers

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Haploid genetic algorithms for a boiler house
ARTYUKHOV M.YU., DEMENKOV N.P.

A system allowing to rise central heating temperature and enabling the lack of thermal spikes in return heat carrier flow is developed. A knowledge accumulator that remembers system history and makes it possible to calculate the current heat need is offered. A model-based predictive controller is installed that estimates the temperatures of direct and return heat carriers. The model is based on ANN with genetic algorithm parameters tuning. Keywords: haploid genetic algorithms, boiler house, synthetic neuron network, RBF-net. Phone: (499) 263-67-27

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