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AI-Driven Water Treatment Plant Wins Prestigious Award for Innovation

Drayton Valley, Alberta
Jul 09, 2024
Alberta Municipalities

Project Overview

In collaboration with the University of Alberta, the Alberta Machine Intelligence Institute (Amii), and ISL Adapt, and with funding from Alberta Innovates, Drayton Valley is piloting an AI-driven ultrafiltration system. This system utilizes AI to predict the quality of incoming water from the North Saskatchewan River, optimizing the dosing of coagulating chemicals to treat raw water. By adapting in real-time to fluctuations in water quality—such as those caused by seasonal changes or environmental events like wildfires—the AI system aims to reduce chemical usage, minimize energy consumption, and lower operational costs, all while ensuring the provision of clean and safe drinking water.

Key Features

• Real-Time Water Quality Prediction: AI algorithms analyze data from optical sensors to forecast changes in water quality, allowing for timely adjustments in treatment processes. • Optimized Chemical Dosing: The system determines precise coagulant dosages needed to effectively treat varying water conditions, preventing issues like membrane clogging. • Adaptive Process Control: Utilizes reinforcement learning to adjust pumping and cleaning cycles, enhancing operational efficiency. • Environmental Resilience: Capable of responding to sudden changes in water quality due to events like wildfires, ensuring consistent water safety. • Scalability: Designed for potential expansion to industrial-scale operations, making it applicable to other municipalities and regions.

AI Risk Assessment Framework

No risk assessments available.

Project Details

Government

Drayton Valley, Alberta

Estimated Cost

Not specified

Status

Active

Source

Alberta Municipalities