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Welcome to the Talk2PowerSystem wiki!

• Project Management: working with Github issues, epic-story-task hierarchy, projects, boards, labels
  • Project Description (Short): our mission
  • Related Repositories
  • ModelOps SchemaOps MLOps
  • Wiki Editing
• Datasets and data understanding:
  • Dataset Telemark-120
  • CIM Primer
  • Connection Questions
  • Areas and Zones and Bidding Zone
  • Time Series
  • Inference
  • Named Graphs
  • Data Checks
• Demos (question batches)
  • Demo0: in proposal
  • Demo1: 5 questions before kickoff
  • Demo2: targeting 15 questions for milestone M2
  • Demo3: targeting further 20 questions for milestone M2 or later
  • Demo4 Telemark 120: queries that are unique to some classes found in Telemark-120 but not in Nordic-44
  • Demo5 CimSparql: complex real-world queries used in production
  • Demo6 Diagrams: diagram competency questions
  • Demo7 Timeseries
• Talk2PowerSystem Chatbot
  • Architecture
  • Components-Healthcheck-Corrective Actions
  • KGQA Corpus Generation
    • Manual Templates for Questions
  • Quality Evaluation
    • LLM and KGQA Evaluation Tools
    • Evaluation Results
    • Evaluation Slow Query Performance
  • Chatbot Backend Application and Chatbot UI Application
  • Diagrams
    • Electrical Diagrams
    • Visual Graph
  • Experiments
  • Code Generation
  • SOTA on Local LLMs
  • Fine‐Tuning Experiments
  • Local LLM fine‐tuning Blueprint
• BIM-CIM: BIM-CIM integration about Substation data
  • RSE IFC CIM Work
  • ICDD as CIM Container
  • BIM data for CIM components
  • BIM CIM Semantic Interoperability
  • BIM CIM Integration Requirements and Technical Design
• Dissemination
  • Blog Ontology Simplification for LLM
  • Blog Using Semantic Reasoning to Help LLM with SPARQL Generation in Electrical CIM
  • Blog Trying ChatGPT for Electrical CIM Data Validation
  • Blog Using Double Optional to Select Preferred Value in SPARQL
  • Blog Mapping Electrical Resources with GeoSPARQL
  • Blog GW Chatbot knows about CIMon
  • Training Materials