Conceptual ideas for how AI can be used to help setup building automation system (BAS) at the supervisory programming level.

Backend code for data-driven hurricane regional loss estimation of actual constructed buildings

Remotely Monitors Run and Fault States of Building Ventilation Fans

Integration tool for Ampac FireFinder PLUS. Reads Ampac FireFinder PLUS *.ffp Configuration Files and exports into human-readable csv and Excel workbooks

Exploration on making a Python based BACnet gRPC server with bacpypes3 to be used as a microservice

The idea I cannot shake is why is there not a free building automation system (BAS) server in the modern times of FreeRTOS, HomeAssistant, Linux, Blender, Unity, Roblox, Apache, and the explosion of free and open sourced Home Automation industries?.... AND also explore ontologies of the future for the smart building industry meta data.

Library for managing outdoor lighting when building occupancy and available daylight must be considered.

HVACGraphicsClassifier is an experimental tinyML project aimed at classifying HVAC control system graphics using computer vision. A project goal from the start is support of Tiny ML Micro, allowing models to be quantized to run on microcontrollers with the TensorFlow C library.

OpenADR-2B-PyServer is a free, open-source, and secure implementation of an OpenADR 2.0B server written in Python. Utilizing the OpenLEADR library, this project aims to provide a robust and reliable platform for Automated Demand Response (ADR) solutions.

Buildings Unified Data point naming schema for Operation management

A framework and build automation tool to process exploits/payloads to evade antivirus and endpoint detection response products using reusable building-blocks like encryption or obfuscation. Mirrors: https://gitlab.com/0xCCF4/expkit . Create issues and merge request on gitlab.

Python API client for https://portal.onboarddata.io

API for RL algorithm design & testing of BCA (Building Control Agent) HVAC on EnergyPlus building energy simulator by wrapping their EMS Python API

Pyhaystack is a module that allow python programs to connect to a haystack server project-haystack.org. Connection can be established with Niagara Platform running the nhaystack, Skyspark and Widesky. For this to work with Anaconda IPython Notebook in Windows, be sure to use "python setup.py install" using the Anaconda Command Prompt in Windows.…