Rule-based Local Distribution Grid Design Tool

This paper introduces an expert tool to assist in designing power distribution grids within the context of diverse regulatory frameworks and standards across different regions worldwide. Recognizing the absence of a universal grid design system, the proposed solution leverages a rule-based tool that empowers experts and non-experts to craft grid designs aligned with regional standards. The tool can also help to start and support a dialogue between experts and non-experts for example in the context of citizen energy communities. The tool employs a questionnaire to capture desired grid specifications, subsequently utilizing a rule engine informed by knowledge tables derived from existing standards and expert insights to generate tailored design suggestions. The proposed tool creates a detailed data flow diagram that illustrates the connection between questionnaire inputs and generated outcomes, facilitating decision-making. To validate its functionality, the tool is employed to generate suggestions for 20 diverse cases, showcasing its adaptability to varied scenarios. Additionally, the tool is applied to design a grid for the SYSLAB living lab, further demonstrating its practical utility and effectiveness in real-world contexts.

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Publication Details

Published
2024-09-16
DOI
https://doi.org/10.1109/isap63260.2024.10744262
Primary Topic
Distributed and Parallel Computing Systems
Type
article
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article

Rule-based Local Distribution Grid Design Tool

Oliver Gehrke, Tilman Weckesser, Seyede Zahra Tajalli
Distributed and Parallel Computing Systems
article

Rule-based Local Distribution Grid Design Tool

Oliver Gehrke, Tilman Weckesser, Seyede Zahra Tajalli
article en

Abstract

This paper introduces an expert tool to assist in designing power distribution grids within the context of diverse regulatory frameworks and standards across different regions worldwide. Recognizing the absence of a universal grid design system, the proposed solution leverages a rule-based tool that empowers experts and non-experts to craft grid designs aligned with regional standards. The tool can also help to start and support a dialogue between experts and non-experts for example in the context of citizen energy communities. The tool employs a questionnaire to capture desired grid specifications, subsequently utilizing a rule engine informed by knowledge tables derived from existing standards and expert insights to generate tailored design suggestions. The proposed tool creates a detailed data flow diagram that illustrates the connection between questionnaire inputs and generated outcomes, facilitating decision-making. To validate its functionality, the tool is employed to generate suggestions for 20 diverse cases, showcasing its adaptability to varied scenarios. Additionally, the tool is applied to design a grid for the SYSLAB living lab, further demonstrating its practical utility and effectiveness in real-world contexts.

Technical University of Denmark (DK)
Openalex Percentile: Top 77%
Distributed and Parallel Computing Systems
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Rule-based Local Distribution Grid Design Tool — Oliver Gehrke, Tilman Weckesser, et al. · (2024) | TGRS Research Map | TGRS