Pinned Repositories
data-science-bldg-energy-efficiency
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).
epwshiftr
Create future EnergyPlus Weather files using CMIP6 data
gbEplus
Open source gbXML to EnergyPlus convertor
lab-website
website for ideas lab
microclimate-dl-predict
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
reproducing-building-simulation
An example of reproducible building energy model calibration
SIMAUD2020-3tier-platform
vizpro
IDEAS-lab's Repositories
ideas-lab-nus/epwshiftr
Create future EnergyPlus Weather files using CMIP6 data
ideas-lab-nus/data-science-bldg-energy-efficiency
ideas-lab-nus/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).
ideas-lab-nus/SIMAUD2020-3tier-platform
ideas-lab-nus/microclimate-dl-predict
ideas-lab-nus/reproducing-building-simulation
An example of reproducible building energy model calibration
ideas-lab-nus/vizpro
ideas-lab-nus/calibrating-building-simulation-review
ideas-lab-nus/gbEplus
Open source gbXML to EnergyPlus convertor
ideas-lab-nus/lab-website
website for ideas lab
ideas-lab-nus/r4bes
Open-source book introducing the application of building science to building energy simulation with R
ideas-lab-nus/releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
ideas-lab-nus/bc-stan
Bayesian calibration of Building Energy Models using Stan modeling language
ideas-lab-nus/ComfortPredict-ActiveTL
ideas-lab-nus/eplusr
A Toolkit for Using EnergyPlus in R.
ideas-lab-nus/high-resolution_load_profiling
ideas-lab-nus/robod
This repository contains the data files and relevant analysis code for ROBOD, Room-level Occupancy and Building Operation Dataset.
ideas-lab-nus/single-and-multiple-output-Bayesian-calibration
For MOBC paper
ideas-lab-nus/aws-raspberrypi-sensing
This repository contains the source code for extracting raspberry pi motion and distance sensor data and uploading them to AWS DynamoDB.
ideas-lab-nus/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.
ideas-lab-nus/mixed-mode
This repository contains lab website for mixed mode ventilation in tropics
ideas-lab-nus/BEM_BMS_mapping
ideas-lab-nus/eplusrIntro
Interfacing EnergyPlus Using R -- Intro to 'eplusr' Package
ideas-lab-nus/epwshiftr-bs2023
Repository for the epwshiftr BS2023 conference paper
ideas-lab-nus/Gym-Eplus
ideas-lab-nus/HVAC-RL-Control
DRP Control for HVAC
ideas-lab-nus/knitr_case_studies
Inference case studies in knitr
ideas-lab-nus/reprod-bes
ideas-lab-nus/sbb-calibration
Repository describing the calibration of sbb testbed energyplus model