Irioxr's starred repositories
CFD-learning-programs
用于保存CFD学习过程中的程序算例
Occupancy-detection-data
This is a repository for data for the publication: Accurate occupancy detection of an office room from light, temperature, humidity and CO2 measurements using statistical learning models. Luis M. Candanedo, Véronique Feldheim. Energy and Buildings. Volume 112, 15 January 2016, Pages 28-39.
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
pso_particle_swarm_optimization
Implemented fully documented Particle Swarm Optimization algorithm (basic model with few advanced features) using Python programming language
hvac-optimization
HVAC optimization case study
Particle-Swarm-Optimization-PSO-using-Python
Vectorized general particle swarm optimization code using python.
particle-swarm-optimization
Learn about particle swarm optimization (PSO) through Python!
PFFRA
An Interpretable Machine Learning technique to analyse the contribution of features in the frequency domain. This method is inspired by permutation feature importance analysis but aims to quantify and analyse the time-series predictive model's mechanism from a global perspective.
DRL-Building-Energy-Ctr
Harness the power of deep reinforcement learning to optimize your Home Energy Management System (HEMS). Our tailored agent, trained on the CoSES ProHMo Modelica framework, efficiently controls a building's heat pump and thermal storage valve.
MPC-in-heat-pump-
Model Predicti Control in Heat Pump with Thermal Energy Storage
Automatic-Control-System-for-Heat-Pump
This Automatic Control System is to provide simulation kits for heat pumps and room models, and automatically control the heat pump at home.
AI-Pump-for-Underfloor-Heating-systems
Deep reinforcement learning algorithms is applied on a pump which control temperature of water floating into the underfloor heating system and controlling open/close valves for circuits depending on the chosen environment.
python-daikinapi
Python library to control Daikin Airconditioners and Air source heat pumps
Interpretable-machine-learning-for-HVAC-predictive-control
The open-access code of an interpretable machine learning-based method for room temperature prediction in a non-domestic building.
Online_Self-Learning_For_Smart_HVAC_Control
This is the upgrade version of our publication Online Self-Learning For Smart HVAC Control, named OSLN+.
hvac_volttron_agents
PNNL's VOLTTRON platform control agents for HVAC systems
RL_hvac_ctrl
Repository of functions for HVAC systems control and optimization using reinforcement learning.
My-machine-learning-course-project
This is a meteorological prediction model based on BP neural network.
stock-price-prediction-algorithms
使用随机森林、bp神经网络、LSTM神经网络、GRU对股票收盘价进行回归预测。Random forest, BP neural network, LSTM neural network and GRU are used to predict the closing price.
LSTM-BPNN-Prediction
Using LSTM and BP Neural Networks to predict stock price and volume.
HVAC-RL-Control
DRP Control for HVAC
HVAC-Energy-Predictions-for-Residential-Buildings-by-utilising-Ensemble-Techniques
Predicting HVAC functionality of Residential Buildings by applying ML Models
HAMK_Smart_City
Smart City project - Forecasting and optimizing HVAC system parameters in a large public building.