Process Mining for Power Grid Connection & Maintenance Ops

Process Mining: Power Grid Connection & Maintenance Ops

This workflow analyzes power grid connection and maintenance operations for an electric distribution network operator using process mining techniques:

• The workflow reads, prepares the event log and explores activities and performance patterns

• It discovers process models using both the Inductive Miner and the Inductive Miner (DFG) algorithms, converts the resulting process tree into Petri nets and BPMN diagrams

• It finally performs conformance checking to compare real execution behavior against the discovered models

Data Reading

Historic event log of power grid connections and maintenance ops for an electric distribution network operator

Data and Process Mining Exploration

Process Mining

• Inductive Miner: Discovers a sound, precise, auditable process model (for compliance, loops, optional steps)

• Inductive Miner (DFG): Performs a fast, high-level behavioral overview but slightly less accurate

Conformance Checking

To compare real process execution vs. discovered models