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)
801
Figure10. Self‐costs of commercial moves in different
systems
In the beginning, with low average height of the
stack, the reachstacker as the handling machine is
betterdueto itsabilitytoworkoverthefirstrawof
boxes,butfurtheronthisadvantagedeterioratesdue
tothehigheroperationalcostofonehourandnearly
thesameamountof
moves.
The study above assumes the pure stochastic
mechanism of box selection from the stack. The
specialists in container business are aware of the
unpleasant fact that ‘hot boxes’ needed for selection
tendto‘sink’tothebottomofthestackbeingcovered
by‘coldboxes’arrivinglaterandexpected
todwellin
thestackforsometime.Thislabor‐addedmechanism
istobestudiedinthenextpaper.
6 CONCLUSIONS
1 Inmanycasesthecomplexbehaviorofbigsystems
is the result of big collection of simple but
interactingprocesses.
2 The identification and resultative study of these
mechanism require the regular methodological
approachfromsimpletocomplexperception.
3 The problem of the box selectivity is well
recognized and studied, but the results of these
researches cannot be acknowledged as complete
andfinal.
4 The paper deals with the most primal
mathematical mechanisms responsible for the
selectivity
of boxes from the stack, taking into
account specific features of generalized cargo
handlingsystems.
5 Thestudyendsupwithsimpleformulawhichcan
be used for practical purposes and theoretical
studiesofcontaineroperations.
6 The labor‐added mechanism is not taken into
accounthere,aswellasthe
procedureof putting
boxesintostack.
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