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. 2024 Mar 6;14:5543. doi: 10.1038/s41598-024-55725-y

Table 2.

Optimal trip-oriented PMS, fleet sizing, and charge scheduling algorithm.

Algorithm: Optimal trip-oriented PMS, fleet sizing, and charge scheduling [u, uf]
1 Inputs Route and driveline characteristics
χ, Eqs. (1)–(4)
2 Initialize Representative driving cycle and significant speed profile clusters
vdc, ddc, C1,C2,,Ck
3 Solve Optimal route-oriented power management problem, Eq. (14)
Using NSGA-II (10 levels for u=[ib¯ib/t¯] over 10 generations)
find u achieving J=min.J(u,v,t)
interim Output u=[ib¯ib/t¯],
4 Initialize Headway requirements, Eq. (14)
H,Fr,ϑ,VO,
5 Solve Optimal fleet sizing and charge scheduling problem, Eq. (25)
Using NSGA-II (10 levels for uf=[ZfNCBhch] over 10 generations )
find uf achieving Jf=min.Jf(uf,vf)
interim Output uf=[ZfNCBhch],
Outputs       optimal PMS, fleet size, and charge schedule u and uf