IDEAS-lab's repositories
eplusr-paper
Data and code for Jia and Chong (2020): Hongyuan Jia and Adrian Chong (2020). eplusr: A framework for integrating building energy simulation and data-driven analytics. (Accepted in Energy and Buildings).
reproducing-building-simulation
An example of reproducible building energy model calibration
lab-website
website for ideas lab
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
single-and-multiple-output-Bayesian-calibration
For MOBC paper
aws-raspberrypi-sensing
This repository contains the source code for extracting raspberry pi motion and distance sensor data and uploading them to AWS DynamoDB.
deep-occupancy-detection
This repository contains the source code for the feature selection algorithm and deep learning models (DNN, GRU, bi-GRU, LSTM, bi-LSTM) implemented for occupancy prediction across multiple space types based on a minimum sensing approach.
mixed-mode
This repository contains lab website for mixed mode ventilation in tropics
eplusrIntro
Interfacing EnergyPlus Using R -- Intro to 'eplusr' Package
epwshiftr-bs2023
Repository for the epwshiftr BS2023 conference paper
HVAC-RL-Control
DRP Control for HVAC
knitr_case_studies
Inference case studies in knitr
sbb-calibration
Repository describing the calibration of sbb testbed energyplus model