This repository contains solutions to four data science questions focused on time series analysis and wastewater management, inspired by real-world applications.
- Pump Operations: Determine how many times a wastewater pump operates given inflow data and tank capacity.
- Flow Volatility: Measure the volatility of inflows to optimize wastewater treatment efficiency.
- Next Flow Prediction: Predict the next inflow value using time series similarity.
- Load Balancing: Minimize volatility in combined wastewater inflows by delaying flows.
- Python
- Kerui Huang
- University of Melbourne COMP10001 Teaching Team (Question Provider)
This project is for academic purposes under the University of Melbourne's COMP10001 course.
Clone the repository and run the Python scripts for each question:
git clone https://github.com/MoltoRubato/FOC_Project2.git
cd FOC_Project2
python3 P1Q1.py
python3 P1Q2.py
python3 P1Q3.py
python3 P1Q4.py