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EPI Lab
EPI Lab

Van der Aalst Energy Process Intelligence Laboratory

The laboratory focuses on Energy Process Intelligence for new power systems, studying multi-object operational processes formed by coupled business activities, physical operations, information interactions, and decision-control behaviors.

Signage of Van der Aalst Energy Process Intelligence Laboratory

Laboratory Profile

Building process awareness, anomaly explanation, and decision support for energy operations.

The Van der Aalst Energy Process Intelligence Laboratory, named after Professor Wil van der Aalst, the “Godfather of Process Mining”, is established at North China Electric Power University. The laboratory addresses key challenges in representing business activities, physical operations, information interactions, and decision-control processes across source-grid-load-storage operations and coordination within a unified process-aware framework.

The laboratory aims to make energy operational processes visible, anomalies explainable, and decisions controllable. Its work spans multi-object process representation, anomaly explanation and risk analysis, and human-in-the-loop safe optimization.

By connecting process mining, object-centric process mining, explainable process intelligence, and operational needs of new power systems, the laboratory develops trustworthy intelligence for source-grid-load-storage operations and coordination.

Positioning
Energy Process Intelligence
Core goals
Process visibility, anomaly explanation, controllable decisions
Scope
Source-grid-load-storage operations and coordination
Appointment ceremony and unveiling of the Van der Aalst Energy Process Intelligence Laboratory

Inauguration Ceremony of the Van der Aalst Energy Process Intelligence Laboratory

On May 26, 2026, North China Electric Power University held a ceremony to appoint Prof. Wil van der Aalst as Honorary Professor and inaugurate the Van der Aalst Energy Process Intelligence Laboratory. Prof. van der Aalst is an internationally renowned computer scientist and a founding figure of process mining.

According to the university report, President Tianshu Bi welcomed Prof. van der Aalst to NCEPU and highlighted his foundational contributions to process intelligence and process mining. She noted that the inauguration would support international research collaboration, frontier discipline development, and intelligent energy and power research.

During the ceremony, President Bi presented Prof. van der Aalst with the NCEPU Honorary Professor certificate. The two then jointly unveiled the laboratory plaque.

Source: North China Electric Power University News

Research Directions

The laboratory organizes its research around the chain of representation, explanation, and optimization.

Object-Centric Energy Process Mining
Object-Centric Process MiningEnergy Event LogsPhysics-Constrained Process ModelsConformance CheckingEnergy Process Digital Twins
Energy Process Explanation and Risk Analysis
Explainable Process IntelligenceRoot-Cause AnalysisAnomaly EvolutionInformation Mismatch DiagnosisTrustworthy PredictionRule Compliance CheckingRisk Propagation Analysis
Human-in-the-loop Safe Energy Process Optimization
Safe Reinforcement LearningProcess-Aware AgentsHuman-in-the-Loop OptimizationTrustworthy Decision-MakingReversible ExecutionVirtual Power PlantsStorage SchedulingSource-Grid-Load-Storage Operations and Coordination