Expected Lead Time Deviation from time Limit

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eLTDL(g,val)\mathit{e}\mathit{LTDL}(g, \mathit{val})
Dimension:
Time
Granularity:
Group of cases

Description

Difference between the time that a case in a group of cases is expected to take and its lead time.

Potential use

Event log is associated with a process in which the lead time of a case should not exceed a specific value.

Assumptions

Exceeding the lead time limit value is undesired.

Desired Value:

MAXIMIZE

Required attributes

actinst
case
time
type

Equations

Formula for practitioners

cgLTDL(c,val)C(g)\frac{\sum _{c \in g} \mathit{LTDL}(c, \mathit{val})}{\mathit{C}(g)}

LTDL(c,val)\mathit{LTDL}(c, \mathit{val}) returns the lead time deviation from time Limit for case cc.
val\mathit{val} represents the predefined time Limit.
C(g)\mathit{C}(g) returns the number of cases in group gg.

Formal Definition

cgLTDL(c,val)C(g)\frac{\sum _{c \in g} \mathit{LTDL}(c, \mathit{val})}{\mathit{C}(g)}

Tags

actinst
case
time
type

Python implementation

This indicator is implemented in the process_performance_indicators Python library.

process_performance_indicators.indicators.time.groups.expected_lead_time_deviation_from_deadline