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Intelligent Optimization
PID, APC and RTO for Smarter Process Performance
overview
From Loop Stability to Plant-Wide Economic Optimization
Most plants already have DCS and PID control — but loops drift, models degrade, and manual operation creeps back in. SUPCON's Intelligent Optimization Suite offers a staged path: PID restores loop performance, APC coordinates multivariable control, and RTO sets economically optimal targets.
>0%
Key Variable Deviation Reduction
+1–5%
Capacity / Yield increment up to
-2–5%
Energy Savings up to
-2–5%
PID Loop Health
0%
APC Multivariable Control
0%
RTO Economic Optimization
Key Capabilities
Key Capabilities
PID Loop Monitoring
Collect real-time data from DCS, PLC, instruments, OPC servers, or third-party historians to monitor loop status and performance.
Loop Performance Evaluation
Classify loops as excellent, good, average, poor, or manual, and surface loop-health issues for maintenance and operations teams.
Intelligent Diagnostics
Identify common loop problems such as instability, disturbance response issues, valve dead zone, instrument noise, coupling, and poor tuning.
PID Parameter Tuning
Support multiple tuning modes and tuning recommendations to improve control performance and restore automatic control rate.
APC Multivariable Control
Use model predictive control, soft sensors, and agile control to stabilize key variables, coordinate constraints, and reduce operator intervention.
APC Performance Monitoring
Monitor APC controller health, commissioning rate, control performance, model quality, and long-term optimization benefits.
Applications
Optimization Across Energy-Intensive Process Industries





Refining & Petrochemical
Higher yield, lower energy, tighter control
- Catalytic reforming, distillation, ethylene, and other process units
- APC for multivariable constraints and quality control
- RTO for economic targets based on raw materials, load, equipment, and price changes

Chemical & Coal Chemical
Stable operation in strongly coupled processes
- Loop-health monitoring across large controller populations
- APC for production stability and constraint handling
- RTO for energy-saving and efficiency improvement

Cement, Power & Metallurgy
Reduce variability in energy-intensive assets
- PID tuning for stable base control
- APC for coordinated unit control
- RTO for operating-point optimization and energy reduction

Food, Pharmaceuticals & Specialty Manufacturing
Improve consistency and repeatability
- Loop-performance monitoring for quality-sensitive processes
- Soft sensors and advanced control for hard-to-measure variables
- Optimization for recipe, quality, and energy objectives

Enterprise Autonomous Operation
Build the control foundation for AOP
- PID for loop health
- APC for stable autonomous control
- RTO for real-time economic optimization
- OMC for operation supervision and continuous improvement

FAQ
Frequently Asked Questions
What is the difference between PID, APC, and RTO?
- PID improves the performance of basic control loops. APC coordinates multivariable control and constraints for stable optimized operation. RTO calculates real-time optimal operating targets based on process and economic objectives.
Do we need PID optimization before APC?
- Usually, yes. Strong base-layer PID performance improves APC stability and benefit realization because APC depends on reliable underlying control loops.
How does APC create value?
- APC can help our clients to reduce key-variable deviation, increase production capacity and target-product yield, reduce energy and material consumption, reduce off-spec products, and reduce operator intervention.
How does RTO work with APC?
- RTO calculates optimal operating targets using mechanism models and online calibration, then optimized targets can be passed to APC for closed-loop execution.
Can SUPCON optimization work with third-party DCS systems?
- Yes. Data collection can be achieved through OPC and third-party data sources, so projects can be designed for SUPCON or non-SUPCON control environments depending on site architecture.
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