Expected Active Time

View in library docs
eAT(g)\mathit{e}\mathit{AT}(g)
Dimension:
Time
Granularity:
Group of cases

Description

Expected difference between the lead time and the idle time of a case belonging to a group of cases.

Potential use

Event log that contains lifecycle information for activity instances where the actual time that the case is active is of interest.

Assumptions

Maximizing active time is desirable.

Desired Value:

MAXIMIZE

Required attributes

actinst
case
time
type

Equations

Formula for practitioners

cgAT(c)C(g)\frac{\sum _{c \in g} \mathit{AT}(c)}{\mathit{C}(g)}

AT(c)\mathit{AT}(c) returns the Active Time of case cc.
C(g)\mathit{C}(g) returns the number of cases in group gg.

Formal Definition

cgAT(c)C(g)\frac{\sum _{c \in g} \mathit{AT}(c)}{\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_active_time