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Process Optimization

AI & ML ENABLED ADVANCED PROCESS CONTROL

At the core of our optimization lies multivariable predictive control enhanced with AI. Our Advanced Process Control (APC) technology integr...

10-12%
Recovery improvement
8-15%
Steam reduction
<6 mo
Typical ROI

Overview

WHAT IT DOES

At the core of our optimization lies multivariable predictive control enhanced with AI. Our Advanced Process Control (APC) technology integrates with your existing DCS and PLC systems, continuously evaluating operating constraints, fuel costs, emission limits, and equipment performance curves to determine the most economically and environmentally optimal operating point.

Methodology

HOW IT WORKS

01

Fingerprint Study

Baseline analysis of your process to identify current performance levels, inefficiencies, and optimization opportunities.

02

AI & ML Model Development

Problem definition, data collection, variable identification, exploratory statistical analysis, and custom AI/ML model development.

03

Real-Time Deployment

Training, testing, tuning, and deployment of models for real-time closed-loop optimization and coordinated multi-asset control.

04

Continuous Adaptation

Continuous learning and adaptation: models evolve with your process, maintaining performance without manual recalibration.

What You Gain

OUTCOMES

Measurable results within weeks, not quarters.

01

APC reduces variability, stabilizes operations, and pushes performance closer to true operational limits

02

PID Loop Performance Monitoring: oscillation & valve stiction detection, systematic retuning

03

Coordinated control across boilers, turbines, and auxiliary systems

04

Emission-aware dispatch and scheduling

05

Base-layer control robustness improvement

Process Optimization

Deployed across industries where milliseconds and margins matter.

Applications

USE CASES

01

Sugar plant: Control Pol% in bagasse, minimize sugar losses, maximize recovery, optimize Brix, and stabilize crystallization

02

Cogeneration: Steam header stabilization, oxygen-based combustion optimization, and power generation maximization

03

Data centres: Dynamic cooling setpoint adjustment, chiller load allocation, and cooling tower balancing

04

Power plants: Boiler combustion control, turbine load dispatch, and steam network balancing

Ready to deploy process optimization in your plant?

Talk to us