Python library for modeling, simulating, and analyzing district heating networks
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Nov 1, 2024 - Python
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sustainable-energy
Here are 9 public repositories matching this topic...
Python translations of the ArkInvest solar battery bitcoin model.
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Jun 21, 2021 - Jupyter Notebook
This repository uses deep learning and machine learning for time series prediction of electricity demand and energy trends. Includes data, maps, and analysis.
python data-science machine-learning deep-learning tensorflow keras artificial-intelligence data-analytics data-analysis multi-layer-perceptron renewable-energy ironhack time-series-forecasting sustainable-energy multivariate-time-series-prediction ironhack-bootcamp
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Nov 28, 2024 - HTML
Solar Panel Fault Detection Using Deep Learning: A Computer Vision Approach This project presents an automated system for detecting and classifying faults in solar panels using state-of-the-art deep learning and computer vision techniques. Leveraging an EfficientNetB0-based architecture, the model accurately identifies six categories of faults: bi
docker computer-vision deep-learning tensorflow solar-panels fault-detection predictive-maintenance real-time-detection fastapi sustainable-energy efficieantnetb0
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Apr 24, 2025 - PureBasic
DAEG is about Decentralized and Autonomous Energy Grid project to provide a framework to manage clusters of DC microgrid.
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May 17, 2022 - Python
Introducing GardenPi, an automatic garden watering system with temperature/humidity sensors, camera, motion detection, and soil moisture sensor. It efficiently draws water from a tank and distributes it through tubing. Powered by Raspberry Pi Zero, it features an e-paper screen and solar panel for eco-friendly operation.
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Jul 21, 2023 - Python
This project demonstrates a complete pipeline for building a machine learning model using XGBoost on sustainable energy data, integrated with a FastAPI-based REST API. The application allows users to upload data, train the model, and make predictions via API endpoints. Docker and PostgreSQL are used for containerization and data management.
python docker data-science machine-learning docker-compose rest-api postgresql jupyter-notebook xgboost data-pipeline model-training fastapi api-development sustainable-energy
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Sep 15, 2024 - Jupyter Notebook
Lesson plans, training manuals, e-learning modules, presentation slides, and infographics on topics related to CLENT Africa’s mission and focus areas.
sustainability translation climate educators gender-equality training-materials climate-change educational-materials renewable-energy infographics lesson-plans educational-resources sustainable-development-goals training-management sustainable-energy lesson-material
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Jun 15, 2024
Powering the Future in a Sustainable way: Analysis and Forecasting of Lithium exports for Australia and Chile using Time series Analysis and Business Market Models
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Dec 3, 2024 - R
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