Digital Twin based Building Environment Monitoring using BIM, IoT, AI
demonstration
DTB-BMS sensor data
anomaly detection using deep learing model
This R&D project(2021) has the purpose of developing the simple prototype related to Digital Twin based Building Environment Monitoring using BIM, IoT, AI.
This project includes like below.
Digital Twin concpet implimentation
Open source based digital twin development method
Connection dataset between BIM and IoT
Anomaly detection based on environmantal data pattern using deep learing
Visualize monitoring dataaset based on Web
Develop RESTful API
Develop anomaly detection model using deep learning
In reference, this source code shows how to use Autodesk Forge, Node red, Arduino BLE sense, Mongo DB, node.js.
MIT License