Code Repository for: "Multitask Learning for Estimating Power Plant Greenhouse Gas Emissions from Satellite Imagery" from NeurIPS 2021 Workshop on "Tackling Climate Change with Machine Learning"

OpenPyTEA: An open-source python toolkit for techno-economic assessment of process plants with economic sensitivity and uncertainty evaluation

A basic interactive dashboard with streamlit, plotly and powerplantmatching.

Simulation package for parametric optimization of a two-phase geothermal source ORC powerplant using TESPy

Power plan switcher for Windows 11. Inspired by Windows Keyboard Layout.

This repository contains working notebooks and data files for the Platinum Jamat Khana's data wrangling online classes.

Is a tool for calculating process of power generating plant from geothermal energy resources.

Digital Twin for Combined Cycle Power Plant Control and Monitoring using MATLAB/Simulink and Python

Power Plant

Coauthored project comparing ANFIS and machine learning models for forecasting electricity production in a combined cycle power plant. Forked from ear-analytics.

Given some data regarding power plants, clean the data to a useable format, and visualise the data.

Deep learning regression project that predicts power plant energy output using an Artificial Neural Network (PyTorch) with live deployment via Streamlit.

An industrial digital twin solution for Combined Cycle Power Plants (CCPP). This project leverages XGBoost machine learning models and mathematical optimization (SLSQP) to predict net electrical output and prescribe the optimal exhaust vacuum setpoint, maximizing thermal efficiency based on real-time environmental conditions.

Resources for the N3uron&balena demo on AWS

Chairperson Award — 1st Position · AppSheet + Google Sheets app digitising SOPs, manuals, Signal Flow Diagrams & hardware schemes with digital checklists, calibration records & one-click HOD email approval workflow · Jindal Power Limited

Personal machine learning project for predicting specific emissions of power plants in Europe

Punch List API - Pending Registration - Back-end

SCADA system implemented in Node-RED. It includes customizable data visualization tabs, a login panel and a login log.

燃机性能监测平台 — 把 DCS 运行参数按 ISO 大气工况秒级修正，跟出厂基线一比，0.5% 的悄悄退化当场显形