Poultry house temperature prediction control system and control method based on LMBP neural network

The invention relates to the technical field of poultry house cultivation, in particular to a poultry house temperature prediction control system and control method based on an LMBP neural network. The system comprises the following components: a temperature controller module which comprises a temperature prediction model, carries out online prediction according to an LMBP neural network model provided by a server module, obtains the predicted temperature of the poultry house, and calculates the target temperature of the poultry house according to the difference value between the target temperature of the poultry house and the predicted temperature of the poultry house; the operation state of the control equipment is determined through a temperature control algorithm in the temperature controller module; the server module comprises an LMBP neural network model and is used for updating the training data set in the moving window in real time according to the environmental data uploaded by the temperature contro