Ben Bartling
bbartling
BEN == HVAC == PYTHON = True
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Top Repositories
Fault Detection Diagnostics (FDD) for HVAC datasets
Niagara 4 optimization blocks mostly made by ChatGPT and tested out by Ben.
This is a framework for Automated Supervisory Optimization (ASO) with built-in BACnet methods.
Check out the website where an AI agent can generate .bog files for you. It runs on a free tier of Render web apps, which may fall asleep if no one has used the app recently—so you might need to wait for it to wake up. To get access, DM Ben on LinkedIn for the username and password to use on the ‘Generator’ page.
Exploration on making a Python based BACnet gRPC server with bacpypes3 to be used as a microservice
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.
Repositories
32Another AI generated course work in Python for 20 minute daily challenges in the Python BACnet stacks with BAC0 and bacpypes3.
Fault Detection Diagnostics (FDD) for HVAC datasets
Niagara 4 optimization blocks mostly made by ChatGPT and tested out by Ben.
Fast BACnet server deployment!
This is a framework for Automated Supervisory Optimization (ASO) with built-in BACnet methods.
BACnet communications library
Concept idea to predictive people occupancy for use in HVAC building automation industry.
Check out the website where an AI agent can generate .bog files for you. It runs on a free tier of Render web apps, which may fall asleep if no one has used the app recently—so you might need to wait for it to wake up. To get access, DM Ben on LinkedIn for the username and password to use on the ‘Generator’ page.
A crash course on smart building IoT data modeling with daily, AI-generated mini-lessons.
This repo teaches HVAC optimal-start math + contains Python learning playground material.
An experimental project utilizing hourly weather forecasts with EnergyPlus simulations to predict building power usage. This project aims to support model predictive control (MPC) strategies on IoT edge devices, enabling adaptive energy management for enhanced electrical efficiency.
[NeurIPS 2024 D&B] The Building TimeSeries (BTS) dataset covers three buildings over a three-year period, comprising more than ten thousand timeseries data points with hundreds of unique ontologies. Moreover, the metadata is standardized using the Brick schema.
Fine tuned LLM project for anything HVAC related...
Concept idea in WebAssembly for IoT edge for generic HVAC system optimization algorithms.
PNNL's VOLTTRON platform control agents for HVAC systems
Simple BACnet API IoT app for demand response on client side or building.
concept ideas of WebAssembly in HVAC controls PLC logic
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.
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.
Parallel computing hobby project for learning purposes
Django app for the py bog project
Self-study Linux development project to mimic how Home Assistant OS is built using Buildroot and GitHub Actions.
Unity Simulator for physics of a solar hot water heater for a house.
BACnet Protocol Stack library provides a BACnet application layer, network layer and media access (MAC) layer communications services.
Concept idea to create a generic icalender to BACnet gateway.
A Unity concept for learning 2-player game development: build a custom server on the internet that allows two Unity clients to play a game of Pong, using WebSockets to communicate data back and forth.
Python Fast API server for hosting 2 Player games in Unity
Hobby project to play around with reinforcement learning to see if it can play classic version of Hill Climb Racing.
hobby game in unity served with django
Exploration on making a Python based BACnet gRPC server with bacpypes3 to be used as a microservice