Dissemination - statnett/Talk2PowerSystem GitHub Wiki
Current status: 25-Apr-2025.
This document describes the Communication, Dissemination, Exploitation and Sustainability aspects of the project. They are important to ensure the impact and sustainability of the development efforts.
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Communication: write blog posts, attend trade events
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Dissemination: write joint research papers, attend scientific conferences
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Exploitation: work with Statnett application owners and end-users to make the project results more usable and reusable in day-to-day work
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Sustainability and Proliferation: work with other electrical enterprises to attract them for joint exploitation and development
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Research Proposals: research appropriate funding calls, build appropriate consortia, write research proposals.
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Also work towards securing GPU funding for joint training/fine-tuning of an electrical-CIM specific LLM.
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This is a living document that will evolve with the project. It tracks ideas and actions, organized around a Timeline of monthly activities:
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Actual: We clearly indicate DONE and provide as much information as possible (links to call for papers, presentation, recording, etc)
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Planned: The timing of future activities can change multiple times
Exploitation and Sustainability are covered in a separate confidential document.
Participation in events and quarterly blog posts about the project.
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DONE: Project kickoff Blogpost. Graphwise website, 19 Mar 2025. LinkedIn 1, LinkedIn 2, Twitter
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DONE: SmartGrid Forum. Svein Olsen. The Hague, Netherlands, 18-20 Mar 2025. Statnett presented the project.
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DONE: EDF’s RDF Community Workshop. Nikola Tulechki. EDF, Paris, 27 Mar 2025. Graphwise attended this whole-day workshop and presented the project, with a view of attracting EDF as a collaborator.
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DONE: Statnett-LLM project: Talk2PowerSystem. Vladimir Alexiev and Neli Hateva. Graphwise LastFriday meeting, 25 Apr 2025
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Abstract: Electricity is one of the early domains to use semantic technologies (starting in the 1990s). The IEC electrical CIM and ENTSO-E CGMES are comprehensive UML models of the electrical enterprise, from which RDFS/OWL ontologies and SHACL shapes are derived. They are the foundation of managing the electrical grid (Transmission System Operators), distribution (Distribution System Operators) and markets. Statnett is the Norwegian TSO and a leader in applying and extending CIM/CGMES. They have been using GraphDB (and we have been working on electricity) for about 5 years. The Talk2PowerSystem project aims to "democratise power system analytics" by enabling Natural Language Querying (NLQ) over electrical KGs through SPARQL (and later GraphQL) generation, and related use cases such as integration with their enterprise systems, time-series processing, code generation for power system analytics libraries, etc. We are creating a comprehensive Q&A dataset for electricity, and will likely store it in RDF (e.g. by extending the QADO ontology). We are currently working with OpenAI models, but also plan to work with local LLMs, and perhaps train an Electricity-specific model. The project started in Feb 2025 and will continue until Mar 2026. Significant dissemination is planned (blogs but also research papers). We hope to continue it with large-scale EU funded projects, and extend it in other electrical enterprises, such as the Swedish TSO and EDF (largest French producer).
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DONE: 4 slides from the above presentation were presented by Graphwise president Atanas Kiryakov at Knowledge Graph Conference (New York) and the Boston Data Summit
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DONE: Supercharge Enterprise GenAI Applications with TTYG 2.0 by Graphwise partner Zenia Graph.
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DONE: How Talk-To-Your-Graph Transforms AI-Powered Knowledge Retrieval: about Enterprise Knowledge’s collaborative experience with GraphDB and its Talk to Your Graph interface. 27 May 2025
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TODO: these are part of a blog post series on GraphDB TTYG by Graphwise partners, find all of them and list here
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DONE: LinkedIn Post about ontology cleanup work:
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As part of "Talk2PowerSystem" project of Statnett SF, we at Graphwise are giving the ENTSO-E/IEC (International Electrotechnical Commission) electrical #CIM and #CGMES ontologies some very deep clean & wash.
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See https://github.com/statnett/Nordic44/issues , https://github.com/sveino/Inst4CIM-KG/issues for details.
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DONE: Presentation at CIM IEC TC57 meeting, EDF R&D, Paris-Saclay, 6 June 2025. Vladimir Alexiev and Svein Harald Olsen. Talk2PowerSystem: Democratizing power system analytics. And a call for collaboration with other electrical enterprises!
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DONE: Blog: Ontology Simplification for LLM. Vladimir Alexiev.
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DONE: Practical Approach to Leveraging IoT Data in Energy Sector: shares insights from Tietoevry’s collaborative experience with GraphDB and its Talk to Your Graph interface provided by Graphwise. 20 June 2025
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Blog: Using Semantic Reasoning to Help LLM with SPARQL Generation in Electrical CIM.
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Talk2PowerSystem presentation at Digitization in the Automation Domain. Svein Olsen. Oslo, Norway, 22-23 Oct 2025.