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Pythia Industries

Sample Plant

Why it works

Mechanism
  • A part can come out once its thickest wall is stiff enough to keep its shape.
  • Each second the mold stays shut after that makes nothing.
  • A shorter timer ends each cycle sooner, so the same job needs fewer press hours.
Math
  • The five longest-running jobs ran about 18,000 press hours in twelve months, at an average cycle of 30 seconds.
  • One second off each cycle frees about 600 of those hours.
  • We assume orders fill 70 percent of them, 420 hours, and each filled hour earns $55: about $23,100 per year.
  • The trials cost about $2,100 once: five jobs at about 8 hours each of a process technician, at $52 an hour.
  • That pays back in about 1 month.
Industry evidence
  • In published cases of shorter molding cycles, cooling is often 60 to 80 percent of the cycle.
  • Molding handbooks give a standard formula: the cooling time a part needs rises with the square of its thickest wall.
  • So each timer can be checked against its part.
  • No published figure gives the spare time in cooling timers, so the seconds here are our estimate.
Limitations
  • A freed press hour earns money only if an order fills it.
  • A round number is only a sign, so some timers may already be right.
  • A timer cut too far lets a part warp after it leaves the press, so each step is checked on cold parts.
  • A part whose process a customer approved waits for the customer's sign-off, which can take four to twelve weeks.
  • And where the press needs that time to melt plastic for the next shot, a shorter timer saves nothing.

Illustrative sample. The plant, the walk and the footage are synthetic. Figures from our analysis are estimates made with AI, not guarantees.