Pinned Repositories
Adafruit-Eagle-Library
Slowly building up a collection of parts we use here ... This file includes some library parts from microbuilder.eu Most of 'em are either Eagle parts that I've changed a little to make them easier to solder, some are 'handmade' and a few are from microbuilder.eu Its released into the Public Domain - that means you can do whatever you want. We'd like it if you kept the author email/url in the part description, just so we can be alerted if there are errors. Enjoy!
AixLib
A Modelica model library for building performance simulations
Arduino
open-source electronics prototyping platform
ASHRAE---Great-Energy-Predictor-III
This is my first contribution to kaggle competitions. In this competition, We are demanded to develop accurate models of metered building energy usage in the following areas: chilled water, electric, hot water, and steam meters. The data comes from over 1,000 buildings over a three-year timeframe. With better estimates of these energy-saving investments, large scale investors and financial institutions will be more inclined to invest in this area to enable progress in building efficiencies.
ashrae-great-energy-predictor-3-solution-analysis
Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition
ASHRAE-Great-Energy-Predictor-III
We are using a dataset related to ASHRAE – Great Energy Predictor III (How much energy will a building consume?). The goal is to develop models from ASHRAE’s 2016 data in order to better understand metered building energy usage in the following areas: chilled water, electric, hot water, and steam meters. The data comes from over 1,000 buildings over a one-year timeframe. The method chosen to solve the problem is Linear Regression.
bcvtb
Building Controls Virtual Test Bed
BeSim
Building Energy Simulation (BeSim) toolbox for user-friendly and fast development and simulation of advanced building climate controllers in Matlab.
bldg-analytic
test a set of building load analytic algorithms.
bldg-load-forecast
A collection of models for building load forecasting
JasonSheng's Repositories
JasonSheng/AixLib
A Modelica model library for building performance simulations
JasonSheng/ASHRAE---Great-Energy-Predictor-III
This is my first contribution to kaggle competitions. In this competition, We are demanded to develop accurate models of metered building energy usage in the following areas: chilled water, electric, hot water, and steam meters. The data comes from over 1,000 buildings over a three-year timeframe. With better estimates of these energy-saving investments, large scale investors and financial institutions will be more inclined to invest in this area to enable progress in building efficiencies.
JasonSheng/ashrae-great-energy-predictor-3-solution-analysis
Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition
JasonSheng/BeSim
Building Energy Simulation (BeSim) toolbox for user-friendly and fast development and simulation of advanced building climate controllers in Matlab.
JasonSheng/bldg-load-forecast
A collection of models for building load forecasting
JasonSheng/building-data-genome-project-2
Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition
JasonSheng/BuildingsPy
Python modules for automating Modelica simulations and for running unit test for the Buildings library
JasonSheng/CFBCPC
Containerized Framework for Building Control Performance Comparisons (CFBCPC)
JasonSheng/docker-ubuntu-jmodelica
Dockerfile that is used for the JModelica regression testing of the Buildings library and of BuildingsPy
JasonSheng/docker_gym_pytorch_jmodelica
Docker file for OpenAI gym, pyTorch and jModelica. This is the virtual environment for deep reinforcement learning control on a Modelica/EnergyPlus environment.
JasonSheng/drl-hpc
deep reinforcement learning control for a building energy system using high performance computing
JasonSheng/dspace-modelica-example
Modelica example model for hardware-in-the-loop using dSpace
JasonSheng/Energy-Co-Simulation-Pre-and-Post-Processing
Automatically generate weather and electric price input data files using real-life historical data from free, open datasets. A selection of pre-made .epw files. Quickly analyze results of EnergyPlus simulations.
JasonSheng/EnergyPrediction
End-to-end ML approach for predicting counterfactual building energy consumption
JasonSheng/linkage.js
Specification of a graphical user interface for editing Modelica models of HVAC and control systems
JasonSheng/Model-Predictive-Control
MPC controllers for temperature regulation of a building. Graded project for the ETH course "Model Predictive Control".
JasonSheng/model-predictive-control-demand-response
MATLAB code on project: Role of Energy Positive Buildings in Future Low-Carbon Energy Systems.
JasonSheng/Model_Predictive_Control
Controlling the internal temperature of a building using an MPC framework
JasonSheng/modelica-tutorial
A tutorial repo for modeling, simulation and optimization in Modelica/FMU environments. The tutorials are mostly developed for thermal fluid systems if complex nonlinear systems need to be studied.
JasonSheng/MPC-code
A multipurpose, easy-to-use Model Predictive Control design and simulation code
JasonSheng/MPC-GUI
Graphical user interface for designing and simulating model predictive control using MATLAB and the Multi-Parametric Toolbox 3
JasonSheng/MPC_template-model_predictive_control_for_reinforcement_learning
Pytorch version of the MPC in model-based reinforcement learning (MBRL), currently only test in the CartPole-swing-up environment
JasonSheng/MPCPy
Open-source platform for model predictive control (MPC) in buildings.
JasonSheng/Predictive_Control_for_Thermal_comfort
This repository aims to utilize building automation system and model predict control for human thermal comfort in office building.
JasonSheng/project1-boptest
Building Optimization Performance Tests
JasonSheng/project1-destest
District Energy Simulation Test Procedure
JasonSheng/pyDMPC
A Python tool for distributed model-based predictive control of energy suppy chains
JasonSheng/python_quant
python与量化投资样例代码
JasonSheng/RC_BuildingSimulator
A Resistance Capacitance Model for an Energetic Simulation of a Building
JasonSheng/snl-quest
An open source, Python-based software application suite for energy storage simulation and analysis developed by Sandia National Laboratories.