Design posters showcasing your country's electrical grid
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Jul 14, 2026 - Python
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distribution-grid
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Physics-Informed Reinforcement Learning for Smart V2G EV Charging and Distribution Network Voltage Support.
reinforcement-learning voltage-control physics-informed-neural-networks distribution-grid electric-vehicle-charging
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Jun 16, 2026 - Python
A data-driven deep learning based fault diagnosis application for radial, active distribution grids
cnn smart-grids anomaly-detection dataset-generator distribution-grid fault-detection-classification fault-dataset-generator cwt-cnn
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Mar 17, 2023 - Python
Open-source Julia tool for transmission and distribution expansion planning considering storage and demand flexibility
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Jul 3, 2026 - Julia
[AI-EFFECT] Synthetic power transmission and distribution grid generation.
synthesizer powerflow powergrid pandapower synthetic-dataset-generation powsybl distribution-grid transmission-grid
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Aug 27, 2026 - Python
中国10kV/0.4kV配电网工程参数库 - Chinese Distribution Grid Engineering Parameter Library
electrical-engineering renewable-energy pandapower power-system power-grid distribution-grid gb-t chinese-standards 10kv parameter-library
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Jun 7, 2026 - Python
Grid-Gent is a lightweight agentic assistant for early-stage distribution grid scenario screening (load, solar, hosting capacity)
utilities python3 power-systems energy-transition load-flow scenario-analysis distribution-grid agentic-ai grid-planning
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Nov 20, 2025 - Python
Do topology-aware grid foundation models survive feeder reconfiguration? SimBench MV study: the topology encoding is what transfers (2-8% voltage error on unseen feeders, flat across switching states) — with zero-shot, DC-baseline, and scale gaps named plainly.
topology pytorch power-systems smart-grid power-flow pandapower network-reconfiguration graph-neural-networks self-supervised-learning pytorch-geometric positional-encoding simbench distribution-grid foundation-models
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Jul 21, 2026 - Jupyter Notebook
Szenariobasierte EV-Impact-Analyse in einem repräsentativen Niederspannungsnetz mit Python und pandapower.
power-systems portfolio-project grid-analysis ev-charging electric-vehicle low-voltage distribution-grid hosting-capacity python-pandapower netzplanung
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Apr 12, 2026 - Jupyter Notebook
Does an IEEE C57.91 cumulative-ageing model beat "peak load" at ranking which distribution transformers fail? No — uplift +0.014 AUC against a pre-registered 0.05 threshold. A killing experiment run in two days, before building the product. Six of eight predictions hit; two informative misses.
energy reproducible-research numpy transformers open-science ranking power-systems identifiability asset-management synthetic-data predictive-maintenance failure-prediction negative-results distribution-grid arrhenius iec-60076-7 thermal-modeling cramer-rao-bound ieee-c57-91 insulation-aging
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Aug 14, 2026 - Python
Genetic algorithm optimization for DER allocation in distribution grids using pandapower
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Jun 11, 2026 - Jupyter Notebook
Distribution system DMDU engine (OpenDSS + Smart-DS + NREL EULP + RDM).
battery storage electricity rdm electric-vehicles heatpump opendss electrification distribution-grid dmdu
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Mar 24, 2026 - Python
A tool that solves a variation of the SwitchSelection problem for MV distribution grids. This repository accompanies our contribution to PSCC 2024.
parallel-computing dynamic-programming treewidth tree-decompositions voltage-control distribution-grid pscc pscc-2024
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Jun 26, 2024 - Rust
Generative models of distribution-feeder operating data with power-flow guarantees: physics by representation beats physics by penalty. Full-year SimBench AC-PF datasets, graph-conditioned flows, calibrated pseudo-measurement generation — eight evidenced findings incl. three negative results.
pytorch state-estimation uncertainty-quantification power-systems normalizing-flows smart-grid power-flow synthetic-data generative-models pandapower energy-systems graph-neural-networks scenario-generation simbench distribution-grid physics-informed-machine-learning
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Jul 18, 2026 - Jupyter Notebook
Scenario-based PV hosting capacity analysis for a medium-voltage grid using Python and pandapower.
power-systems portfolio-project grid-analysis distribution-grid hosting-capacity medium-voltage python-pandapower pv-integration netzplanung
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Apr 22, 2026 - Jupyter Notebook
Design posters showcasing your country's electrical grid
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Updated
Jun 9, 2026 - Python
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