sustainable-energy

Python library for modeling, simulating, and analyzing district heating networks

Python translations of the ArkInvest solar battery bitcoin model.

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

An AI-powered sustainability analytics and energy forecasting platform built using Machine Learning, Data Science, and Interactive Visualization technologies.

多能互补调度系统 - LSTM风光预测, 绿电制氢, 热电联产协同优化 (Python, OPSD)

MATLAB simulator for integrating hybrid solar PV and wind generation into power distribution grids. Computes output from irradiance, temperature and wind speed with an MPPT approximation, and exports daily energy yield to CSV.

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.

Universe-E — Universal Energy System for Meaningful Transitions A dormant-by-default, significance-triggered energy delivery protocol that powers computation and actuation only upon meaningful transitions within the LPT Universe.

DAEG is about Decentralized and Autonomous Energy Grid project to provide a framework to manage clusters of DC microgrid.

Reinforcement learning system that optimizes energy distribution, predicts demand patterns, and prevents blackouts in smart power grids.

VoltSpot – A mobile app that helps EV owners find, compare, and reserve electric vehicle charging stations in real time with location-based search, availability tracking, and advance booking capabilities.

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

VORTEX: A modular inclined tunnel system for waste heat recovery, distributed power generation, and closed-loop thermal management. Designed for arcologies, industrial parks, and future space habitats. Open concepts for a more efficient, circular future.

Collaborative project using a Thermoelectric Generator (TEG) to harvest energy from bio-waste heat. ESP8266 + SinricPro IoT platform used for remote load control and real-time monitoring.

This repo is a GIS project identifying the potential impact on sustainable energy production - especifically Wind Farms - for different scenarios of Sea-Level Rise (SLR) in the UK.

Professional engineering portfolio of Xuenong Hu, Research Engineer at GE Vernova specializing in Sustainable Energy Systems, smart grids, and transient stability modeling.

Professional engineering portfolio of Xuenong Hu, Research Engineer at GE Vernova specializing in Sustainable Energy Systems, smart grids, and transient stability modeling.

End-to-end RAG pipeline over 2025 renewable-energy reports - local embeddings, Chroma vector store, and cited sources. Works with no API key.

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