EffectOfFatigueModeling the influence of excessive workloads on productivity or quality |
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Fatigue is modeled as a smooth of the normalized input u which is indicating the current workload with regard to capital equipment or workers. The current workload will be normalized by dividing the input u by a constant or a variable reference workload (referenceWorkload
or u_ref
, respectively). The timeToGetFatigued
describes the time constant for the smooth and indicates the lag between beginning to work at an excessive level and the onset of the full effect on productivity (or quality).
Janoscheks growth curve is used to model the nonlinear effect of a prolonged work intensity. It describes a negatively sloping s-shaped curve that will pass through the reference point (1,1). The upper bound of the effect (effectMax
) must be given slightly above 1.0 as the curve will collapse in all other cases. If the effect is to be clipped at 1.0 then the parameter clipEffect
should be set to true
.
hours worked per month
, output per hour
etc.).init
in the Advanced tab allows to select →InitializationOptions:initialFatigue
to determine the initial output of the smoothed, normalized workload.fatigue
using initialFatigue
as an initial guess.timeToGetFatigued |
Value: Type: Time (s) Description: Time constant for the exponential smooth of overtime in periods |
---|---|
referenceWorkload |
Value: 1 Type: Rate (1/s) Description: Constant reference workload (optinal) |
delayOrder |
Value: 1 Type: Integer Description: Delay order of the smooth for workload |
effectMax |
Value: 1.1 Type: Real Description: The upper bound for the effect of less work than normal on PDY (MAX >= 1) |
effectMin |
Value: 0 Type: Real Description: The lower bound for the effect of fatigue on PDY (MIN >= 0) |
steepness |
Value: 10 Type: Real Description: High values indicate a steep gradient for the lookup curve (JanoschoekNegative.growthRate) |
hasConstantReference |
Value: true Type: Boolean Description: = true, if the reference workload is given by a constant parameter |
clipEffect |
Value: false Type: Boolean Description: = true, if the maximum effect is to be 1.0 |
initialFatigue |
Value: 1 Type: Real Description: Initial Output (fatigue.initialValue) |
init |
Value: modelSettings.init Type: InitializationOptions Description: Provide InitializationOptions (Free, FixedValue, SteadyState) |
strict |
Value: true Type: Boolean Description: = true, if strict limits with noEvent(..) (clippedEffect.strict) |
u |
Type: RealInput Description: Input of workload |
|
---|---|---|
u_ref |
Type: RealInput Description: Input for the reference workload (optional) |
|
y |
Type: RealOutput Description: Effect on Productivity given as a multiplier |
modelSettings |
Type: ModelSettings Description: Setting important global variables within a model |
|
---|---|---|
normalizedWorkload |
Type: DmnlInput Description: Workload divided by the normal workload |
|
parRef |
Type: ConstantConverter Description: Constant reference value for the workload (optional) |
|
effectOnOutcome |
Type: JanoschekNegative Description: The multiplicative effect of fatigue on productivity or quality |
|
fatigue |
Type: SmoothN Description: Fatigue is an n-th order smooth of overtime |
|
clippedEffect |
Type: Clip Description: Clip Effect to only allow values within the closed unit interval |
|
unchangedEffect |
Type: PassThrough Description: Leave the effect unchanged |