Research Article

Optimal Regulation Method of Greenhouse Light Environment considering Photosynthetic Rate Model Error

Table 2

Nomenclature.

SymbolDefinitionUnit

Photosynthetic rate
Mathematical model of photosynthetic rate
TemperatureoC
Humidity%RH
CO2 concentration
Light intensity
The jth inequality constraint among multiple environmental factors
Number of inequality constraints
Lower limit of ith environmental factor in greenhouse
Upper limit of ith environmental factor in greenhouse
Number of iterations
Velocity of the th particle on the -dimensional component of the th iteration(, , )
Position of the th particle on the -dimensional component of the th iteration
Individual optimal solution of the th iteration
Global optimal solution of the th iteration
, Learning factors
, Random numbers with uniform distribution on
Inertia weight
Value before the normalization of the th variable
Value after the normalization of the th variable
Maximum value before the normalization of the th variable
Minimum value before the normalization of the th variable
Photosynthetic rate actual value of the kth sample
Photosynthetic rate prediction value of the kth sample
Average values of the actual value
Average values of the prediction value
Standard deviations of the actual value
Standard deviations of the prediction value
Optimal setting value of light intensity
Optimal value of photosynthetic rate