ZHANG You-jun1, XIONG Wei-li1, ZHANG Lin2, et al. Application research of PSO-BP neural network in data fusion of greenhouse[J]. 2008, 27(12): 57-59. DOI: 10.13873/j.1000-97872008.12.014.
Many elements of the greenhouse are constraint and coordinate
in order to make an effective
rational decision
the global optimization capability of PSO algorithm and the nonlinear reflecting capability of BP neural network are applied to optimizate the weights and thresholds of BP neural network and fuse the data synchronously detected by multi-sensors(temperature sensors
humidity sensors and light sensor).The result of simulation shows that the data fusion algorithm of BP neural network based on PSO can get accurate information of the greenhouse
and improve the accuracy and effectiveness of greenhouse control.