AI Coding Of OEE of Lean Manufacturing

 def calculate_oee(planned_minutes, downtime_minutes, ideal_cycle_seconds, total_units, good_units):

    planned_seconds = planned_minutes * 60

    downtime_seconds = downtime_minutes * 60

    run_time = planned_seconds - downtime_seconds

    if planned_seconds <= 0:

        raise ValueError("Planned production time must be greater than zero.")

    availability = run_time / planned_seconds if planned_seconds > 0 else 0.0

    if run_time <= 0:

        performance = 0.0

    else:

        performance = (ideal_cycle_seconds * total_units) / run_time

    if total_units <= 0:

        quality = 0.0

    else:

        quality = good_units / total_units

    oee = availability * performance * quality

    return {

        "Availability": availability,

        "Performance": performance,

        "Quality": quality,

        "OEE": oee

    }

#Example

result = calculate_oee(

    planned_minutes=480,      # 8 hours

    downtime_minutes=60,       # 1 hour lost

    ideal_cycle_seconds=10,    # machine ideal time per unit

    total_units=1800,

    good_units=1700

)

print(result)

#Example Output

{

    'Availability': 0.875,

    'Performance': 0.7142857142857143,

    'Quality': 0.9444444444444444,

    'OEE': 0.589

}