Light-Lumificient

Project for COMP-3710

About

A smart home simulator used to monitor variables like light, temperature, wind, and noise levels in order to produce the most energy-efficient results for devices.

This project is based on an original simulation built on Prolog for logic comparisons (site: https://github.com/andmon97/es-smartHome) where this simulation used user preferences to make decisions for effector agents. Our simulation builds off this repository to build a comparison with a new approach that uses two A* search algorithms (light and temperature). These algorithms manage light and temperature levels to get the minimum energy-cost path to the goal.

For the A* algorithm concerning light, the algorithm iterates through every light fixture, dynamically adjusting their brightness levels, in order to oversee the usage of light energy and achieve light brightness goal.

For the A* algorithm concerning temperature, it manages heating, cooling, and resting actions to achieve the temperature goal.

The results are shown from the two columns on the right where the left column represents logic results and right column represents A* results

Setup Instructions

1. Clone the repository:

   git clone https://github.com/rbrueda/Light-Lumificient.git

2. Navigate to the Project Directory:

   cd Light-Lumificient

3. Setup Python Virtual Environment (Optional):

   • First, ensure virtualenv is installed:

     pip install virtualenv

   • Second, create a virtual environment:

     virtualenv venv

   • Third, activate the virtual environment:

     source venv/bin/activate

4. Install Library Dependencies:

   pip install -r requirements.txt

5. Installation for Tkinter: Sometimes tkinter is not detected after installing Python libraries in requirements.txt. To fix the issue, run:

   sudo apt-get install python3-tk

6. Install SWI-Prolog:

   • Find more info at: SWI-Prolog Installation Guide
   • To install in Linux, ensure SWI-Prolog 8.4.2 or 8.4.3 for compatibility:
     • Check for available versions (Ubuntu):

       apt-cache madison swi-prolog

     • Install the desired version:

       sudo apt-get install swi-prolog=8.4.2+dfsg-2ubuntu1

   • To install with MacOS:
     • Install Homebrew if not installed:

       /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install.sh)"

     • Install SWI-Prolog:

       brew install swi-prolog

7. Create API Key for OpenWeatherMap API:

   • Create an account from: OpenWeatherMap API
   • Once created, go to "API key" and copy the default key
   • Create a new file in the cloned directory named "credentials.txt" and paste the API key into this file (may take a few minutes to work)

8. Run the Program:

   • In MacOS:

     python main.py

   • In Linux:

     python main1.py

Other Notes

MacOS Issues

If you having issues with pyswip running, then you must go to your python site-packages folder (this should be inside your virtual environment folder, if you are running through a virtual environment, or should be found where you installed Python locally).

Once you find it, you must locate folder called pyswip (if it is not there then it is not installed). Inside this folder you should find python file core.py. In around line 587, if you change the line:

PL_version = _lib.PL_version

to

PL_version = _lib.PL_version_info

this could fix the issue.

Windows OS Issues

If you are running natively on Windows, you may get an error message similar to below:

SWI-Prolog: [FATAL ERROR: at Fri Mar 29 12:59:54 2024 Could not find system resources]

A possible fix is to run program using a Virtual Machine with a Linux distro (like Ubuntu) or using WSL.

Screenshots

Video About Project (+ Demo)

https://www.youtube.com/watch?v=VAvU_nkWC7k

Research Paper

https://drive.google.com/file/d/17rS3E_lTol5x54aTG_l7Y3O9ZAQxqoVM/view?usp=sharing