Energy Sector Forecasting ML Frameworks

ML/DL models for predicting energy demand, generation, and consumption across power grids, renewable sources, and microgrids. Does NOT include general time-series forecasting, carbon tracking apps, or non-energy infrastructure applications.

There are 207 energy sector forecasting frameworks tracked. 2 score above 70 (verified tier). The highest-rated is FlexMeasures/flexmeasures at 77/100 with 188 stars and 1,072 monthly downloads.

Get all 207 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	FlexMeasures/flexmeasures The intelligent & developer-friendly EMS to support real-time energy...	77	Verified	188	Python
2	ml-energy/zeus Measure and optimize the energy consumption of your AI applications!	74	Verified	341	Python
3	pyaf/load_forecasting Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models	61	Established	620	Jupyter Notebook
4	FateMurphy/CEEMDAN_LSTM CEEMDAN_LSTM is a Python project for decomposition-integration forecasting...	60	Established	292	Jupyter Notebook
5	saizk/Deep-Learning-for-Solar-Panel-Recognition CNN models for Solar Panel Detection and Segmentation in Aerial Images.	58	Established	125	Jupyter Notebook
6	sb-ai-lab/Eco2AI eco2AI is a python library which accumulates statistics about power...	57	Established	270	Python
7	yuhao-nie/Stanford-solar-forecasting-dataset Stanford sky images and PV power generation dataset for solar forecasting...	46	Emerging	228	Jupyter Notebook
8	goruck/nilm Energy Management Using Real-Time Non-Intrusive Load Monitoring	46	Emerging	91	Python
9	Sk70249/Wind-Energy-Analysis-and-Forecast-using-Deep-Learning-LSTM A Deep Learning model that predict forecast the power generated by wind...	44	Emerging	82	Jupyter Notebook
10	BUAABIGSCity/KDDCUP2022 [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network...	43	Emerging	65	Python
11	NatLabRockies/nsrdb NSRDB data processing pipeline. Includes satellite data assimilation, cloud...	43	Emerging	14	Python
12	abbey2017/wind-energy-analytics Physics-guided data-driven solutions for the wind energy industry	43	Emerging	28	Python
13	m4rz910/NYISOToolkit Access data, statistics, and visualizations for New York's electricity grid.	43	Emerging	67	Jupyter Notebook
14	ZongXR/DCIC2024-PhotoVoltaic 本赛题要求选手基于历史光伏发电数据、天气数据、光伏设备空间相对位置等信息，通过建立适当的模型，对未来一段时间内的光伏发电出力进行预测。A榜使用外部数据得分...	41	Emerging	32	Jupyter Notebook
15	yuhao-nie/SkyGPT A physics-constrained stochastic sky video prediction model for...	40	Emerging	63	Jupyter Notebook
16	erickCantu/TheGreenCitySolutionsGroup Forecasting building energy demand through time series analysis and machine learning.	39	Emerging	11	Jupyter Notebook
17	ShashwatArghode/Wind-Energy-Prediction-using-LSTM Time Series Analysis using LSTM for Wind Energy Prediction.	38	Emerging	87	Jupyter Notebook
18	m-zenker/ha-energy-forecast An AppDaemon app for Home Assistant that forecasts household electricity...	37	Emerging	3	Python
19	chandanc5525/EnergyConsumption_PredictionModel This project focuses on analyzing electricity consumption patterns in...	37	Emerging	1	Python
20	iceccarelli/GridOS Open-source energy operating system for managing Distributed Energy...	37	Emerging	1	Python
21	zhgqcn/awesome-NILM-with-code A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.	37	Emerging	132	—
22	ERMETE-Lab/NuSHRED Shallow Recurrent Decoder for Nuclear Reactors applications	37	Emerging	9	Jupyter Notebook
23	dscheepens/Deep-RNN-for-extreme-wind-speed-prediction Paper code for "Adapting a deep convolutional RNN model with imbalanced...	37	Emerging	16	Jupyter Notebook
24	LongxingTan/KDDCup2022-WPF 3rd Place Solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting	36	Emerging	148	Python
25	MohamadNach/Machine-Learning-to-Predict-Energy-Consumption Building a machine learning model to predict energy consumption using LSTM...	36	Emerging	64	Jupyter Notebook
26	alanknguyen/OpenGreenMetric Open-source Life Cycle Assessment engine that scores any consumer product's...	36	Emerging	2	Python
27	irenekarijadi/CEEMDAN-EWT-LSTM Wind Power Forecasting Based on Hybrid CEEMDAN-EWT Deep Learning Method	35	Emerging	100	Python
28	irenekarijadi/RF-LSTM-CEEMDAN Building energy consumption prediction using hybrid RF-LSTM based CEEMDAN method	35	Emerging	36	Jupyter Notebook
29	chenxingqiang/dfig-wind-power MATLAB/Simulink implementation of a DFIG wind power system with energy...	35	Emerging	15	MATLAB
30	MathBunny/strava-wind-analysis Analytics and data visualization site for Strava	34	Emerging	46	JavaScript
31	faisalthaheem/machine-learnt-air-conditioning System that learns how often a room is occupied based on time, movement, air...	33	Emerging	16	JavaScript
32	jrcramos/Hybrid-modeling-of-bioreactor-with-LSTM Deep hybrid modeling of bioreactor cell culture data using Long Short-Term...	32	Emerging	20	MATLAB
33	FlorianK13/skyimages Download and manage sky images for solar power forecasting.	32	Emerging	15	Python
34	piekarsky/Short-Term-Electricity-Price-Forecasting-at-the-Polish-Day-Ahead-Market Modeling time series of electricity spot prices using Deep Learning.	31	Emerging	74	Jupyter Notebook
35	IBM/db2-event-store-iot-analytics IoT sensor temperature analysis and prediction with IBM Db2 Event Store	31	Emerging	4	Jupyter Notebook
36	bitstoenergy/iclr-tutorial Smart Meter Data Analytics Tutorial @ 11th International Conference on...	31	Emerging	17	Jupyter Notebook
37	andry06/SoLXter 🚀 Simplify interaction with solar data through an intuitive API for...	31	Emerging	5	PHP
38	kaymen99/AI-for-energy-sector Application of machine/deep learning models & algorithms in the energy sector	30	Emerging	16	Jupyter Notebook
39	TochusC/windpower-forecast-system [2024中国软件杯国家三等奖]TCN+LSTM+MLP实时风电预测网站。Realtime windpower forecast web system.	30	Emerging	24	Vue
40	vinsblack/energy-optimizer-pro AI-Powered Building Energy Management System with 91%+ ML Accuracy	30	Emerging	9	Python
41	JonasSievers/Transformer-based-Federated-Learning-for-Load-Forecasting Source code for our ICCEP paper "Secure short-term load forecasting for...	30	Emerging	18	PureBasic
42	PoeMadara/Sustainable-Energy-Analysis-Platform This repository uses deep learning and machine learning for time series...	30	Emerging	4	HTML
43	SyedHasnat/Papers Contains the code for the paper "Multi-Horizon Short-Term Load Forecasting...	29	Experimental	11	Jupyter Notebook
44	ThomasGust/SoilingNet This repository is for the SoilingNet Project. Soiling Net is an AI model to...	29	Experimental	10	Python
45	SQY2021/Effinformer_IEEE-TIM Effinformer: A Deep-Learning-Based Data-Driven Modeling of DC–DC...	28	Experimental	11	Jupyter Notebook
46	ArsamAryandoust/DataSelectionMaps Enhanced spatio-temporal electric load forecasts with less data using active...	28	Experimental	12	Jupyter Notebook
47	ZongXR/DCIC2024-Offshore-Wind-Power 本赛题要求选手基于风力海况气象数据、风机性能数据等，针对复杂多变气象和海况条件的深度耦合影响，提出海上风电出力预测模型，提升模型精度以及在工程应用中的可信...	28	Experimental	28	Jupyter Notebook
48	sintel-dev/Zephyr https://dtail.gitbook.io/zephyr/	27	Experimental	12	Python
49	siang-chang/aidea-solar-energy-surplux AIdea 太陽能發電量預測競賽, ITRI, Surplux Energy	27	Experimental	9	HTML
50	AIRI-Institute/eco4cast eco4cast library aims to reduce carbon footprint of machine learning models...	27	Experimental	16	Python
51	KishoreB25/Advancing-short-term-wind-power-forecasting-by-AI-driven-models-for-improved-accuracy This study introduces a comprehensive AI-driven framework for short-term...	27	Experimental	3	Jupyter Notebook
52	scalytics/LSTM-NNW Specialized LSTM & AI models	27	Experimental	6	Jupyter Notebook
53	RichardFindlay/day-ahead-probablistic-forecasting-with-quantile-regression Using an integrated pinball-loss objective function in various recurrent...	27	Experimental	43	Python
54	martymcenroe/ai-power-systems-compendium An eclectic compendium of AI/ML resources for the Bulk Power System (BPS)...	27	Experimental	12	Shell
55	thuemah/heating_analytics Machine learning heating analytics for Home Assistant. Predicts expected...	26	Experimental	6	Python
56	SverreNystad/power-predictor Using Machine Learning for time series forecasting of photovoltaic...	26	Experimental	6	Jupyter Notebook
57	JamesTwallin/GridSeis Predicting Carbon Intensity from Grid Frequency Data Using FFT Analysis and...	26	Experimental	29	Python
58	Aeris451/enhanced-nbeats-midterm Enhanced N-BEATS for Mid-Term Electricity Demand Forecasting	26	Experimental	4	Jupyter Notebook
59	alwaysbyx/e2e-DR-learning Code for our paper Demand Response Model Identification and Behavior...	26	Experimental	11	Python
60	Ahmed-Maher77/Wind-Turbine-Power-Predictor___using-Machine-Learning Wind Turbine Power Predictor is a smart web app that uses real-time wind...	26	Experimental	14	HTML
61	markub3327/NASA-POWER-BOT Bot for downloading Solar irradiance data at target locations and region...	25	Experimental	4	Julia
62	adamd1985/Temporal_Convolution_Networks_for_Energy_Demand_Forecast Temporal Convolution Neural Networks applied to the Electricity Demand...	25	Experimental	4	Jupyter Notebook
63	ShashankSingh614/EcoAIFinder The EcoAIFinder focuses on discovering AI models designed for eco-friendly...	25	Experimental	3	JavaScript
64	brprojects/Energy-Prediction-ML Predicted Spanish day-ahead energy demand and price with 97.5% accuracy...	25	Experimental	6	Jupyter Notebook
65	samresume/FlaPLeT FlaPLeT is an open-source, full-stack web platform that enables end-to-end...	25	Experimental	2	JavaScript
66	turhancan97/LLC-Resonant-Converter-and-Battery-Charge-Discharge-Regression-Model Turhan Can Kargın BACHELOR OF SCIENCE GRADUATION PROJECT	25	Experimental	26	Python
67	FernandoSchett/wind_speed_prediction Code to analyze diverse data and predict wind velocity with tensorflow. It...	25	Experimental	5	Python
68	Kali-Decoder/Eco_GRiD_H23 Energy Trading marketplace between P2P and P2G or G2P. ...	24	Experimental	11	Jupyter Notebook
69	markub3327/Solar-Transformer Solar Irradiance Forecasting with Transformer model	24	Experimental	28	Jupyter Notebook
70	al-chris/MicrogridSim MicrogridSim is a MATLAB project designed for simulating and optimizing...	24	Experimental	9	MATLAB
71	DiogoRibeiro7/wind-clean-hybrid Professional R package implementing a hybrid FCM + Mahalanobis + ANN model...	24	Experimental	—	R
72	Rosvend/Medellin-metro-LSTM This project develops a long short-term memory-based (LTSM-based) deep...	24	Experimental	4	Jupyter Notebook
73	doguilmak/Predict-Heating-and-Cooling-Load The aim is to use the eight features to predict each of the two responses...	24	Experimental	4	Jupyter Notebook
74	nivmukka/AI-residential-electricity-bill-prediction Prediction of Residential Electricty Bill Amount using Aritificial Intelligence	24	Experimental	24	Python
75	prathimacode-hub/Increasing-Renewable-Energy-Access-India This project focuses on increasing renewable energy access in India using AI. ✨👌	24	Experimental	3	Python
76	amangupta982/Eco-Commit-AI AI-powered carbon footprint tracker — log eco-friendly habits (walking,...	23	Experimental	1	Python
77	JishnuPG-tech/SmartWatt SmartWatt is a hybrid AI and physics-based residential energy estimation...	23	Experimental	1	Python
78	haripatel07/SmartSolarPanelTiltOptimization This project optimizes solar panel performance by predicting POA Global...	23	Experimental	2	Jupyter Notebook
79	JDPS/pricesentinel Multi-country energy price forecasting system with event awareness and data...	23	Experimental	6	Python
80	Simarbir2112006/electricity-demand-forecasting-nsw Hybrid Ridge + LightGBM pipeline over 95k+ half-hourly demand records....	23	Experimental	1	Python
81	ZongXR/Baidu_KDD_CUP_2022 Spatial Dynamic Wind Power Forecasting. This task has practical importance...	23	Experimental	19	Jupyter Notebook
82	openclimatefix-archives/power_perceiver Machine learning experiments using the Perceiver IO model to forecast the...	22	Experimental	7	Jupyter Notebook
83	atsawinkz/smart-grid-stability-decision-tree A Machine Learning project implementing a Decision Tree Classifier to...	22	Experimental	—	Jupyter Notebook
84	Vipin-Baniya/UrjaRakshak It is a Physics-Aware Energy Integrity & Grid Intelligence Platform designed...	22	Experimental	—	Python
85	Karim123495/solar-image-recognition 🌞 Enhance solar energy monitoring with this image recognition tool that...	22	Experimental	—	Astro
86	DarthAether/outage-prediction-system Compound weather event modeling for state-agnostic power outage prediction....	22	Experimental	—	Python
87	tiwariji623/power-output-prediction-ann ⚡ Predict electrical power output of a Combined Cycle Power Plant using...	22	Experimental	—	Jupyter Notebook
88	Aditya-Khankar/dc-wue-prediction Predicting cooling water consumption in data centres using KNN regression.	22	Experimental	—	Python
89	jaivantr/VAMP-Guard AI + DSP powered energy vampire detection system for institutional...	22	Experimental	—	—
90	LindaCatalina/ancla-a-xm-energy-demand-forecast Forecasting de demanda energética con series de tiempo, machine learning,...	22	Experimental	—	—
91	antilneeraj/EnergyConsumptionAnalysis Analyzing and predicting future energy consumption trends using Python,...	22	Experimental	7	Python
92	SuperDataScience-Community-Projects/SDS-CP027-watt-wise Timeseries forecasting of energy consumption	22	Experimental	2	Jupyter Notebook
93	artichectJ/energy-forecaster Production-grade energy forecasting app · XGBoost (R² 0.9981) · Prophet ·...	22	Experimental	—	Python
94	ViswaBai/sea-level-app 🌊 Forecast global sea level rise with our interactive app by comparing three...	22	Experimental	—	Python
95	maoooooooo123/MeterSense-Smart-Meter-Analytics-Database 📊 Analyze and optimize smart LPG meter performance with our SQL Server-based...	22	Experimental	—	TSQL
96	kenkao05/greenenergy This project uses machine learning to analyze and predict global renewable...	22	Experimental	—	HTML
97	MuhammadTalhaPawa/Energy-Optimization-OR-and-ML ⚡ Optimize energy generation using Operations Research and Machine Learning...	22	Experimental	—	Jupyter Notebook
98	Adrien-1997/elec-forecast End-to-end ML pipeline for 24h-ahead electricity demand forecasting across...	22	Experimental	—	Jupyter Notebook
99	Dazzle13/ai-energy-saver 🌱 Forecast energy use, detect anomalies, and receive actionable savings...	22	Experimental	—	Python
100	pratiksingh1296/electricity-demand-forecasting Electricity demand forecasting using time-series feature engineering and ML...	22	Experimental	—	Jupyter Notebook
101	adrienpetralia/ApplianceDetectionBenchmark [ACM e-Energy23] Appliance Detection Using Very Low Frequency Smart Meters...	21	Experimental	21	Python
102	alvgaona/hotspots-web Thermal Hotspots Detection in Photovoltaic Modules	21	Experimental	2	Astro
103	adrienpetralia/CamAL [ICDE 2025] CamAL: A Weakly Supervised Framework for Appliance Localization...	21	Experimental	7	Python
104	Googol2002/Energy-Consumption-Forecasting 预测区域电力负荷的深度学习模型	21	Experimental	32	Python
105	mehakagg1313/SOLAR-AND-WIND-ENERGY-PREDICTION Predicts real-time solar and wind energy	21	Experimental	9	Jupyter Notebook
106	AMINmiNn/Energy_Internet_Final Prediction of PV power and wind power oiutputs（光伏风电出力预测）	21	Experimental	30	Python
107	dawidemmm/wind-farm-power-forecasting The project aims to utilize deep learning models to forecast wind farm power...	20	Experimental	16	Jupyter Notebook
108	antongiannis/dr-behaviour-modelling-residential Code repository for the paper "Data-driven modelling of energy demand...	20	Experimental	14	Jupyter Notebook
109	kamlesh0928/energy-track IoT-powered‍‌‍‍‌‍‌‍‍‌ smart factory simulation that combines Kafka,...	20	Experimental	1	TypeScript
110	AlexGiazitzis/LSTM-Power-Consumption-Forecasting Implementation of an LSTM network in MATLAB that predicts future power...	20	Experimental	16	MATLAB
111	tbrumue/heapo HEAPO – An Open Dataset for Heat Pump Optimization with Smart Electricity...	20	Experimental	13	Jupyter Notebook
112	Shengwei-Peng/PV-Power-Generation-Forecasting A project focused on forecasting solar photovoltaic (PV) power generation...	20	Experimental	17	Jupyter Notebook
113	jaksanders/electric-load-forecasting Deep learning models for short term electric load forecasting	19	Experimental	5	Jupyter Notebook
114	Gnowak73/Pocky A TUI application for analyzing, filtering, and downloading solar flare FITs.	19	Experimental	—	Go
115	theresearchai/energy_management_rl MIDS Capstone Project, Duke University, 2021	19	Experimental	10	Jupyter Notebook
116	John-Pinto/energy-consumption-forecasting A MLOps project on Denmark's Energy Consumption Forecasting.	19	Experimental	6	Jupyter Notebook
117	Ishita95-Harvard/Merged--AI-Smart-Grid-Modules-into-MAS-Grid-LAB-D-Simulation Merge Workflow - 1. Renewable-Forecasting-and-Optimization 2. Experimental...	19	Experimental	—	Jupyter Notebook
118	carmenabans/Solar-energy-production-forecasting-with-ML Machine learning models for forecasting of solar power generation	18	Experimental	6	Jupyter Notebook
119	kalesha681/Load-Forecasting Developed a modular electrical load forecasting and grid analytics system...	18	Experimental	4	Python
120	UCY-LINC-LAB/GreenAnalyzer-Project A framework for Geo-distRibuted Edge-cloud Energy consumption ANALYsis...	18	Experimental	4	Jupyter Notebook
121	PiyushBagde/SolarMap Deep learning project is designed to detect small-sized rooftop photovoltaic...	18	Experimental	3	Jupyter Notebook
122	DanLeiria/from-watts-to-clustering Medium article regarding the clustering of the monthly electricity usage in Portugal	18	Experimental	3	R
123	Pegah-Ardehkhani/Energy-Optimization-OR-and-ML An energy optimization linear problem using a combination of Operations...	18	Experimental	3	Jupyter Notebook
124	Khalid-Sultan/Solar-Energy-Prediction-using-ML-alongside-Flask-Website A Single Page website built using Flask to show solar energy prediction on...	17	Experimental	4	JavaScript
125	ChristianInterno/SIDED Dataset for Industrial Energy Disaggregation (NILM)	17	Experimental	2	—
126	yajasarora/Solar-Energy-Prediction-with-Machine-Learning This project uses machine learning to predict solar energy output based on...	17	Experimental	5	Jupyter Notebook
127	MFHChehade/Medium-Term-Load-Forecasting-using-TCN-LSTM-ARIMA The work develops a multi-step time series load forecasting model that...	17	Experimental	24	Jupyter Notebook
128	Alireza-Motazedian/GIC__Geomagnetic_Induced_Current GIC Forecasting & Analysis — A data-driven framework for modeling...	17	Experimental	6	Jupyter Notebook
129	FaithEX1331/Hack4IMPACTTrack2-RoofWatt Hyperlocal rooftop solar yield estimation for every Indian — accurate,...	17	Experimental	—	JavaScript
130	kahramankostas/Prediction-of-wind-turbine-power-generation-from-real-time-SCADA-data Prediction of wind turbine power generation from real-time SCADA data	17	Experimental	15	Jupyter Notebook
131	PrudhviRaavi/Bill-Guard-AI BillGuard is an AI-powered bill auditor that instantly detects electricity...	17	Experimental	—	TypeScript
132	OkeMoyo/BENV0148_Group_3 Project Title: Forecasting the Impact of Climate Change on Great Britain's...	16	Experimental	1	Jupyter Notebook
133	Kamal-Shirupa/Photovoltaic-Power-Forecasting-using-Hybrid-Model Our project focuses on forecasting photovoltaic (solar) power generation...	16	Experimental	10	Jupyter Notebook
134	mralisoltani/auhack2026 Interactive dashboard for energy market analysis and ML spot price forecasting	16	Experimental	2	Jupyter Notebook
135	ShivamBharti-29/PowerPlant-Energy-Output-Predictor Deep learning regression project that predicts power plant energy output...	15	Experimental	1	Jupyter Notebook
136	Sumanth1410-git/SOLARIS-X 🛰️ Production-ready ML system for geomagnetic storm prediction \| 98% AUC,...	15	Experimental	6	Python
137	craigm26/energy-ai-education Energy AI Education Hub — curated ML/AI learning materials for the energy...	15	Experimental	1	Python
138	Vipul-Mhatre/Thundervine A full-stack application for analyzing carbon emissions and energy...	15	Experimental	1	JavaScript
139	Ahmad-Ali-Rafique/Electricity-Consumption-Analysis-Household-Dataset This repository contains analysis and predictive modeling of household...	15	Experimental	1	Jupyter Notebook
140	SafwanAlselwi/AAO-BiLSTM The code and dataset used in the published paper: Smart grid stability...	15	Experimental	5	Jupyter Notebook
141	raputra18/Solar-Power-MachineLearning Machine learning-based prediction of solar panel power output using LDR...	15	Experimental	—	Jupyter Notebook
142	vk6373092-bot/My-WattWise-project AI-Powered Smart Energy Optimization System	14	Experimental	—	HTML
143	Mezz27/strategic-explainable-electricity-load-forecasting Time-series electricity load forecasting using XGBoost and LSTM, enhanced...	14	Experimental	—	Jupyter Notebook
144	Priyanshgupta108/energy-demand-forecast-ml ML-based energy demand forecasting using Random Forest, Gradient Boosting,...	14	Experimental	—	Jupyter Notebook
145	shozenchalla/energy-forecasting-zurich Time series forecasting of 15-minute electricity consumption in Zurich using...	14	Experimental	—	Jupyter Notebook
146	ShreyasLengade/Energy-Consumption-Forecasting Worked in a four-member team on a project to forecast energy consumption in...	14	Experimental	7	Jupyter Notebook
147	jacquesbach/balkonkraftwerk Balkonkraftwerk Analytics	14	Experimental	—	JavaScript
148	Yash-Bhatt-me/electricity-demand-prediction Electricity demand forecasting using XGBoost with time-series feature...	14	Experimental	—	Jupyter Notebook
149	noahlips/green-ai-solar-backend FastAPI backend for solar panel efficiency prediction — GradientBoosting ML model	14	Experimental	—	Python
150	Lipranj14/Hourly_Energy_Consumption_Forecasting Time-series forecasting using XGBoost to predict hourly energy consumption...	14	Experimental	—	Python
151	mcnaim0/Optimal_Engine_Crankshaft_Fatigue_Life_using_XGBoost Optimizing engine crankshaft fatigue life using XGBoost	14	Experimental	—	Jupyter Notebook
152	liam-abrahams/wind-turbine-performance-analysis-and-forecasting Wind turbine SCADA Analysis \| Power curves, KPI dashboard, loss analysis,...	14	Experimental	—	Jupyter Notebook
153	agarcia196/talentotech2_bootcamp_ia_intermediate Predicción horaria del precio de bolsa eléctrica en Colombia con RNN, usando...	14	Experimental	—	Jupyter Notebook
154	Luca080808/energy_arbitrage_strategy ML-based energy arbitrage strategy for intraday and imbalance electricity...	14	Experimental	—	Jupyter Notebook
155	Thomasetiawan/power-inspection 🔍 Inspect and analyze power system data efficiently to enhance performance...	14	Experimental	—	C++
156	Msturroc/nuclear_impact_prediction XGBoost models in pure Julia for rapid prediction of radiological impact on...	14	Experimental	—	Julia
157	Adarshds-pixel/electricity-consumption-forecasting-ai AI-based electricity consumption forecasting system using LSTM with cost...	14	Experimental	—	JavaScript
158	KrisN13/Forecasting-UK-Grid-Carbon-Intensity Is it possible to predict near-term UK carbon intensity and show people that...	14	Experimental	—	Jupyter Notebook
159	Negin-Hadad/hydrogen-leakage-detection Machine learning pipeline for hydrogen leak detection and response...	14	Experimental	—	Jupyter Notebook
160	shomerthesec/Research-Buildings-Energy-forecasting-using-Deep-Learning Research done by me and @mennanawar on load forecasting using the ASHRAE...	14	Experimental	7	Jupyter Notebook
161	malachi-wx/grid-demand-analysis Probabilistic PJM load forecasting using GFS temperature scenarios and Monte...	14	Experimental	—	Python
162	habibsaboahmad/solar-power-forecasting-ml Machine learning model for solar power forecasting using time-series features	14	Experimental	—	Jupyter Notebook
163	Venkat-023/Power-Consumption-Regressor A full-stack machine learning project that compares and optimizes multiple...	14	Experimental	—	Jupyter Notebook
164	br0kenSVK121/ecoflight-ai ✈️ Optimize flight routes with AI to reduce carbon emissions and fuel use,...	14	Experimental	—	Python
165	alopezberm/Data-Driven-Strategies-for-Financial-Resilience-in-Energy-Procurement A Data-Driven Decision Support System to optimize industrial energy...	14	Experimental	—	Jupyter Notebook
166	k4niissg/octogreen 🌍 Analyze energy consumption, detect anomalies, and get personalized savings...	14	Experimental	—	Python
167	Stefen-Taime/databricks-ml-energy-pipeline MLOps pipeline for predicting electricity consumption (kWh) with Terraform,...	14	Experimental	—	Python
168	MalikSaqib47/Solar-Power-Prediction Solar power prediction using Machine Learning for efficient renewable energy...	14	Experimental	—	Jupyter Notebook
169	C10H15NN/Smart-Energy-Meter-Management Monitor real-time energy use with ESP32, display data locally and remotely,...	14	Experimental	—	—
170	MGdark77/T5-EDA Determine the best sites in Saudi Arabia for solar and wind energy projects.	14	Experimental	1	Jupyter Notebook
171	angshumancertified/ML-XGBoost-for-Solar-Power-Generation-Forecast Machine Learning based forecast system for Solar PV Power Generation.	14	Experimental	4	—
172	ghsmc/lightgrid Predicting U.S. power outages with EAGLE-I data and a snow storm headed for NYC.	14	Experimental	3	HTML
173	Emmyme/ai-impact-tracker CLI tool that automatically tracks environmental impact of AI training runs...	14	Experimental	3	TypeScript
174	oosei25/energy-rnn-forecasting A PyTorch-based, end-to-end energy time-series forecasting demo with...	14	Experimental	4	Jupyter Notebook
175	lavishly-deathly/energy-consumption-ml-prediction ⚡ Predict energy consumption in buildings using machine learning, revealing...	14	Experimental	—	Jupyter Notebook
176	AStroCvijo/power_consumption_prediction Future power consumption prediction using LSTM, GRU and Transformer models	14	Experimental	10	Python
177	Uttarayan002/Energy-Forecast-Optimization-with-XGBoost-for-Operational-Efficiency Developed a robust machine learning model (XGBoost), to demonstrate how data...	14	Experimental	4	Jupyter Notebook
178	harshitrana81/Machine-Learning-Projects2 This project is an end-to-end Machine Learning solution designed to predict...	14	Experimental	—	Python
179	JonasSievers/Mixture-of-Experts-based-Federated-Learning-for-Energy-Forecasting Source code for our preprint paper "Advancing Accuracy in Load Forecasting...	13	Experimental	8	—
180	ethicalByte1443/Intelligent-Secure-Backup-System An ML-powered hybrid backup system that optimizes energy usage, balances...	13	Experimental	17	Python
181	thatipamula-jashwanth/SmartEco SmartEco is an open-source ML ecosystem for production-focused machine...	13	Experimental	2	—
182	Sivatech24/AI-Driven-Solar-Energy-Management-Forecasting-Optimization-Fault-Detection Developing AI models to predict solar power production, detect inverter...	13	Experimental	—	Jupyter Notebook
183	TahaBinhuraib/energy_datascience Price Forecasting and System Direction Determination in the Balancing Power Market	13	Experimental	6	Jupyter Notebook
184	WaniaKhance/Real-Time_Data_Center_Energy_Management This project is Master thesis research conducted at ENEA Portici Research...	13	Experimental	8	Jupyter Notebook
185	sugatagh/Electron-Energy-Flux-Prediction-using-Deep-Learning The objective of the project is to predict the total electron energy flux...	13	Experimental	7	Jupyter Notebook
186	Chaitanya-030/Solar-Panel-Optimization In this project, we focused on optimizing the efficiency of solar panels. By...	13	Experimental	8	Jupyter Notebook
187	karami-mehdi/SolarPowerGenerationAnalysis Machine learning analysis for predicting solar power generation using...	13	Experimental	6	Jupyter Notebook
188	paresh1901/Parameter_Prediction_WSN Evaluation of Machine Learning Models such as Linear Regression, Decision...	12	Experimental	3	Jupyter Notebook
189	santidrj/DL-energetic-impact-analysis Replication package for the data analysis of the master thesis "An analysis...	12	Experimental	3	Jupyter Notebook
190	LightRitter/Frequency-and-Power-Prediction-System Machine Learning Tool to Forecast Grid Frequency and Scheduled Power...	12	Experimental	15	MATLAB
191	16kushaal/Energy-Grid-Load-Forecasting Project uses machine learning to predict energy load in Spanish cities based...	12	Experimental	4	Jupyter Notebook
192	Furk4nBulut/SolarVizyon-Solar-Panel-Detection This project contains the code for the SolarVizyon solar panel initiative....	12	Experimental	3	Jupyter Notebook
193	smanotasa/ForecastingEnergyPrices Predictive Modeling for Day-Ahead Pricing in the Colombian Electricity Market	11	Experimental	2	Jupyter Notebook
194	pranavnpk/Electricity-Load-Forecasting Electricity load forecasting using time series analysis and machine learning...	11	Experimental	—	Jupyter Notebook
195	aneeshmurali-n/AI-Turbine-Energy-Yield-Predictor Maximize turbine performance and energy output with this AI. By entering key...	11	Experimental	2	Python
196	SimranS2875/Solar-Energy-Prediction Prototype Streamlit application for Solar Energy Prediction using CNN and...	11	Experimental	—	Python
197	nghn0/SolarCycle-analysis_and_prediction Sunspot cycle analysis and SSN forecasting using LSTM.	11	Experimental	—	Jupyter Notebook
198	ashworks1706/AI-Solar-Panel An innovative self-adjusting solar panel system that maximizes energy...	11	Experimental	2	Python
199	patricksferraz/wind-speed-forecast ML-based wind speed forecasting using a 4-layer MLP neural network. Achieves...	11	Experimental	2	Jupyter Notebook
200	KayloPortal/kaggle_appliances_energy_prediction Ablation study on appliance energy prediction using L1/L2 regularized...	11	Experimental	—	Jupyter Notebook
201	JJSanabriaS/2005_AI-energy_markets_cesar_y_acevedo technical support for msc thesis on electrical eng	11	Experimental	—	MATLAB
202	Alaina1713/Smart-Energy-Consumption-Forecasting-System A full-stack IoT and AI-powered platform that predicts electricity usage for...	11	Experimental	—	JavaScript
203	MitullGoel-05/SMART-CAMPUS-ENERGY-MANAGEMENT-SYSTEM- IoT-integrated energy management system featuring ensemble learning models...	11	Experimental	—	JavaScript
204	bistuwangqiyuan/solar-image-recognition-demo A modern, high-performance solar image recognition demo website with AI integration	11	Experimental	—	TypeScript
205	ManviPanjwani/sustainability-ai-platform Real-time, AI-powered sustainability platform (FastAPI + Next.js) to...	11	Experimental	—	TypeScript
206	glezdiazh/BIOFUELS.PTML BIOFUELS.PTML: AI-Driven Design of Eco-friendly Gasoline or Biofuels blends	11	Experimental	—	Rich Text Format
207	azizdeniz890/sunspot-time-series End-to-end time series analysis and forecasting of monthly sunspot numbers...	10	Experimental	4	Jupyter Notebook