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. 2025 Dec 2;25(23):7332. doi: 10.3390/s25237332
tm time slots; per 60 min is a pest recording duration 0<t11
p1(tm) the phototactic rhythm of Cnaphalocrocis medinalis
p2(tm) the phototactic rhythm of Chilo suppressalis
pstatic(tm) the time dependent one-dimensional phototactic rhythm static model
f(tm) the dynamic phototactic rhythm of these two major rice pests
F(tm) the fitness function
ξtm the Gaussian white noise
σ the standard deviation
αtm the switching behavior over discretized time intervals
Ton the total insecticidal operation time
Toff the trap pest light source termed the non-operational period
E0 the initial remaining remaining energy of the SIL storage battery in the daytime
Ectm the energy consumed at night time
Elctm the energy consumption of the lamp
Emctm the energy consumption of the metal mesh
Epctm the energy consumption of the insecticidal
Etctm the energy consumption of the IoT communication transmission
Ea the total capacity of the 48V lead-acid battery
Ertm the residual energy of the SIL
SOC0 the energy state in the SIL’s 48V lead-acid battery from the moment the lamp is turned on at night time
SOCtm the energy state of the SIL at the tm time slot
Wtm the comprehensive benefit model
γ,β the weighting coefficients
Xid the candidate solution
i the particle
d dimension
k+1 the generation
ω                the inertia weight
Vid      the direction and step size of the search
c1,c2      the learning factors
r1,r2      the random numbers uniformly distributed
gbest,d      the historical best position of the swarm in dimension d (global best)
xidk      the position of particle i in dimension d at iteration k
xidk+1      the particle i in dimension d at iteration k+1