ideas-lab-nus Goto Github PK

aws-raspberrypi-sensing

This repository contains the source code for extracting raspberry pi motion and distance sensor data and uploading them to AWS DynamoDB.

bc-stan

Bayesian calibration of Building Energy Models using Stan modeling language

bem_bms_mapping

calibrating-building-simulation-review

comfortpredict-activetl

data-science-bldg-energy-efficiency

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.

eplusr

A Toolkit for Using EnergyPlus in R.

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).

eplusrintro

Interfacing EnergyPlus Using R -- Intro to 'eplusr' Package

epwshiftr

Create future EnergyPlus Weather files using CMIP6 data

epwshiftr-bs2023

Repository for the epwshiftr BS2023 conference paper

gbeplus

Open source gbXML to EnergyPlus convertor

gym-eplus

high-resolution_load_profiling

hvac-rl-control

DRP Control for HVAC

knitr_case_studies

Inference case studies in knitr

lab-website

website for ideas lab

microclimate-dl-predict

mixed-mode

This repository contains lab website for mixed mode ventilation in tropics

r4bes

Open-source book introducing the application of building science to building energy simulation with R

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

reprod-bes

reproducing-building-simulation

An example of reproducible building energy model calibration

robod

This repository contains the data files and relevant analysis code for ROBOD, Room-level Occupancy and Building Operation Dataset.

sbb-calibration

Repository describing the calibration of sbb testbed energyplus model

simaud2020-3tier-platform

single-and-multiple-output-bayesian-calibration

For MOBC paper

vizpro