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Process Mining for Power Grid Connection & Maintenance Ops

Process MiningEnergy & UtilitiesInductive MinerDFGConformal Checking
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Versionv1.4Latest, created on 
Dec 10, 2025 9:13 PM
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Process Mining for 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

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Used extensions & nodes

Created with KNIME Analytics Platform version 5.8.0
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.8.0

    knime profile image
    knime
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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.8.0

    knime profile image
    knime
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    KNIME ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.8.0

    knime profile image
    knime
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    Process Mining ExtensionTrusted extension

    Fraunhofer Institute for Applied Information Technology FIT

    Version 3.0.0

    pm4knime

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