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How AI Utility Optimization Improves Efficiency and Reduces Costs

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Author Megan Corley

Overview

  • Water utilities are under growing pressure to reduce operating costs, improve water quality, ensure regulatory compliance, and extend the life of critical infrastructure — all while managing workforce and resource constraints.
  • Leading municipalities are looking to TriNova for industry-accepted application of Artificially Intelligent Control from Ai-OPs to deliver real-time, data-driven predictive maintenance, optimized resource management, proactive problem-solving and control and across treatment, distribution, and collection systems.
  • These Ai-enabled operations will demonstrate how new levels of automation can unlock measurable performance gains.

Below are the most popular use cases already launched or in development.

AI-Enabled Control Drives

Wastewater Optimization:

  • Coagulant Feed Optimization
  • Polymer Feed Optimization
  • Deepwell Injection Pump Control
  • Disinfection Systems (i.e.: Dosing Pumps)
  • Aeration Basin Oxygen and Blower Control
  • OCS (order control scrubber)

Water Optimization:

  • Well Operations & Monitoring
  • Pretreatment (sand filters, cartridge filters)
  • Chemical dosing system optimization
  • Membrane Life Extension & CIP optimization
  • Nano & RO membrane performance improvement
  • High pressure pumping system optimization
  • Post treatment
  • Blending basin optimization
  • Lime dosing optimization
  • Dechlorination optimization


Multi-Objective Reward Functions

Optimized across a unified model to balance:

  • Water Quality
  • Energy Consumption
  • Chemical Usage
  • Regulatory Compliance
  • Operational Safety

Enabled Through:

  • Valve Position Control
  • Chemical Addition Control
  • Blower Speed Control
  • Pump Speed Control

Customer Demand

New technology options from TriNova / Ai-OPs drive higher levels of water efficiencies that help you meet increasing customer demand.

Let’s Build Smarter Utilities Together

Join leading utilities in transforming water and wastewater operations through AI-enabled control systems. Our scalable pilot programs are helping cities reduce operational costs, improve compliance, and drive long-term sustainability.

Want to learn how AI-powered optimization can support your utility’s goals?
Fill out the short form below to receive more information, request a case study, or connect with a TriNova expert.

We’ll follow up with insights tailored to your interests—no pressure, just smarter operations.

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Who is TriNova?

TriNova is a team of field-tested industrial experts who’ve been helping businesses run smarter for more than 70 years.We don’t just offer products and services — we deliver confidence. From calibration to commissioning, training to troubleshooting, we’ve done it all — and done it well. Our customers know they can count on us to deliver reliable service with a human touch.

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