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A method for determining the optimal number of machines to assign to operators based on cycle time, worker idleness, machine interference idleness, labor rate, production cost per hour, and unit production. A three-step method for finding the optimal number of machines and calculating the associated costs and output per hour.
Typology: Assignments
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S For K = 1 (1 machine assigned to a single operator), know :
S C (cycle time) = R + S (run time + setup time) {C in minutes} S W (worker idleness per cycle) = R minutes/cycle S M (machine interference idleness) = 0 minutes per cycle S # cycle/hr = 60/C S #unit/cycle = U; #unit/hour = Q = [60U]/C; #unit/shift = [hr/shift]*[60U]/C S System cost per hour = Z = L + P (Labor rate + Production cost/hr per machine) S Mfg cost/unit = T[1] = Z/Q = [ (R+S)/(60U) ][L + P]
S To find optimal # machines to assign, use 3-step method:
S Step 1 : Compute K # R/S + 1; that is, round down to nearest integer below; then K’ = K +
S Step 2 : Find costs for K and K’ = K+1 machines; one of these is the optimal number of machines to assign: S T[K] = [ (R+S)/60U][(L/K + P] S T[K’] = [ (K’S)/60U][ (L/(K’) + P] S Step 3 : chose either K or K’ machines, whichever has lower per-unit mfg cost
S Conduct follow-on analyses for optimal assignment:
S If K is optimal : S C = R+S S M {per cycle} = Max{ [(K-1)S - R]; 0} S W {per cycle} = Max{ [R - (K-1)S]; 0} S Output: Q = KU per cycle = [KU](60/C) per hour = [60KU/C](hr/shift) output per shift S Cost/unit - T[K]
S If K’ = (K+1) is optimal S C = K’S S M & W computed same as above; remember MW = 0 S Output: Q = K’U per cycle = [K’U](60/C) per hour = [60K’U/C]*(hr/shift) output per shift S Cost/unit - T[K]
S conduct sensitivity analyses on L, P
S If K is optimal , set up relationship as T[K] < T[K’] S [ (R+S)/(60U][(L/K) +P] < [ (K’S)/(60U)][ (L/K’) +P] S Plug in values for R. S. U. K. K’, P; and solve for range for L S Plug in values for R, S, U, K, K’, L; and solve for range for P S Note that range for P should be in opposite direction as range for L { # versus $, or vice versa}
S if K’ optimal , set up relationship as T[K’] < T[K] S [ (K’S)/(6-U)][L/K’ + P] < [ (R+S)/60U][ L/K + P] S Proceed with analyzing L and P as above.
S Maximum output per hour for operator and assigned machines is at K’ machines