NeqSim Design Framework

The Design Framework provides an integrated workflow for automated equipment sizing, process template-based design, and production optimization. This document describes the key components and usage patterns.

Document	Description
OPTIMIZATION_IMPROVEMENT_PROPOSAL.md	Implementation roadmap and status
PRODUCTION_OPTIMIZATION_GUIDE.md	Production optimization examples
CAPACITY_CONSTRAINT_FRAMEWORK.md	Multi-constraint equipment framework
process_design_guide.md	Complete process design workflow
mechanical_design.md	Mechanical design integration

Overview

The design framework consists of several integrated components:

Component	Purpose
`AutoSizeable`	Interface for equipment that can auto-size based on flow
`DesignSpecification`	Builder class for equipment configuration
`ProcessTemplate`	Interface for reusable process templates
`ProcessBasis`	Design basis with feed conditions and constraints
`EquipmentConstraintRegistry`	Registry of default constraint templates
`DesignOptimizer`	Integrated design-to-optimization workflow
`DesignResult`	Container for optimization results

Quick Start

Basic Auto-Sizing Example

// Create a fluid and feed stream
SystemInterface fluid = new SystemSrkEos(298.15, 80.0);
fluid.addComponent("methane", 0.9);
fluid.addComponent("ethane", 0.07);
fluid.addComponent("propane", 0.03);
fluid.setMixingRule("classic");

Stream feed = new Stream("Feed", fluid);
feed.setFlowRate(20000.0, "kg/hr");
feed.setTemperature(30.0, "C");
feed.setPressure(80.0, "bara");

// Create separator and auto-size it
Separator sep = new Separator("HP-Sep", feed);
sep.setDesignGasLoadFactor(0.08);  // K-factor
sep.autoSize(1.2);  // 20% safety factor

// Get sizing report
System.out.println(sep.getSizingReport());

Using Design Specifications

// Create design spec with fluent builder
DesignSpecification spec = DesignSpecification.forSeparator("HP-Separator")
    .setKFactor(0.08)
    .setDiameter(2.5, "m")
    .setLength(7.5, "m")
    .setMaterial("316L")
    .setStandard("ASME-VIII")
    .setSafetyFactor(1.25);

// Apply to equipment
spec.applyTo(separator);

Using Process Templates

// Define design basis
ProcessBasis basis = ProcessBasis.builder()
    .setFeedFluid(myOilGasFluid)
    .setFeedFlowRate(50000.0, "kg/hr")
    .setFeedPressure(85.0, "bara")
    .setFeedTemperature(50.0, "C")
    .addStagePressure(1, 80.0, "bara")  // HP
    .addStagePressure(2, 20.0, "bara")  // MP
    .addStagePressure(3, 2.0, "bara")   // LP
    .setCompanyStandard("Equinor", "TR2000")
    .build();

// Create process from template
ProcessTemplate template = new ThreeStageSeparationTemplate();
ProcessSystem process = template.create(basis);
process.run();

Integrated Design and Optimization

// Full workflow: template → auto-size → optimize
DesignOptimizer optimizer = DesignOptimizer.fromTemplate(template, basis)
    .autoSizeEquipment(1.2)
    .applyDefaultConstraints()
    .setObjective(DesignOptimizer.ObjectiveType.MAXIMIZE_PRODUCTION);

DesignResult result = optimizer.optimize();

if (result.isConverged()) {
    System.out.println(result.getSummary());
}

Component Details

AutoSizeable Interface

Equipment that implements AutoSizeable can automatically calculate their dimensions based on flow conditions.

Implemented by:

Separator - Sizes based on gas load factor (K-factor) and liquid residence time
ThreePhaseSeparator - Inherits from Separator with three-phase handling
GasScrubber - Inherits from Separator, defaults to vertical orientation
ThrottlingValve - Sizes based on Cv calculation using IEC 60534
PipeBeggsAndBrills - Sizes based on target velocity criteria
Heater - Sizes based on duty requirements with mechanical design
Cooler - Inherits from Heater
HeatExchanger - Sizes based on duty, UA value, and LMTD with two-stream support
Manifold - Sizes based on velocity limits, FIV analysis, and erosional velocity

Methods:

void autoSize(double safetyFactor);  // Size with specified margin
void autoSize();                      // Size with default 20% margin
void autoSize(String company, String tr);  // Size per company standard
boolean isAutoSized();                // Check if auto-sized
String getSizingReport();             // Get text report
String getSizingReportJson();         // Get JSON report

DesignSpecification

Builder pattern class for standardized equipment configuration.

Factory Methods:

forSeparator(name) - Separator configuration
forValve(name) - Valve configuration
forPipeline(name) - Pipeline configuration
forHeater(name) - Heater configuration
forCompressor(name) - Compressor configuration

Common Settings:

DesignSpecification spec = DesignSpecification.forSeparator("HP-Sep")
    .setMaterial("316L")           // Material grade
    .setStandard("ASME-VIII")      // Design standard
    .setTRDocument("TR2000")       // Technical requirement
    .setSafetyFactor(1.25)         // Design margin
    .setCompanyStandard("Equinor"); // Company name

Equipment-Specific:

// Separator
spec.setKFactor(0.08);
spec.setDiameter(2.5, "m");
spec.setLength(7.5, "m");

// Valve  
spec.setCv(150.0);
spec.setMaxValveOpening(90.0);

// Pipeline
spec.setMaxVelocity(15.0, "m/s");
spec.setMaxPressureDrop(5.0, "bar");

// Heater
spec.setMaxDuty(5.0, "MW");

// Compressor
spec.setMaxSpeed(12000.0);
spec.setMinSurgeMargin(10.0);

ProcessBasis

Contains design basis information including feed conditions, stage pressures, and company standards.

ProcessBasis basis = ProcessBasis.builder()
    // Feed conditions
    .setFeedFluid(fluid)
    .setFeedFlowRate(50000.0, "kg/hr")
    .setFeedPressure(85.0, "bara")
    .setFeedTemperature(50.0, "C")
    
    // Stage pressures
    .addStagePressure(1, 80.0, "bara")
    .addStagePressure(2, 20.0, "bara")
    .addStagePressure(3, 2.0, "bara")
    
    // Company standards
    .setCompanyStandard("Equinor", "TR2000")
    .setSafetyFactor(1.15)
    
    // Ambient conditions
    .setAmbientTemperature(15.0, "C")
    
    .build();

EquipmentConstraintRegistry

Singleton registry of default constraint templates by equipment type.

EquipmentConstraintRegistry registry = EquipmentConstraintRegistry.getInstance();

// Get templates for equipment type
List<ConstraintTemplate> sepConstraints = registry.getConstraintTemplates("Separator");

// Available templates by type:
// Separator: gasLoadFactor, liquidResidenceTime
// Compressor: surgeLine, stonewallLine, maxSpeed, maxPower
// Valve: maxOpening, maxCv
// Pipeline: maxVelocity, maxPressureDrop, fivLOF
// Heater: maxDuty, maxOutletTemperature

ProcessTemplate Interface

Interface for creating reusable process configurations.

Available Templates:

ThreeStageSeparationTemplate - HP/MP/LP separation train

Methods:

ProcessSystem create(ProcessBasis basis);  // Create process
boolean isApplicable(SystemInterface fluid);  // Check applicability
String[] getRequiredEquipmentTypes();  // Equipment types used
String[] getExpectedOutputs();  // Output stream descriptions
String getName();  // Template name
String getDescription();  // Template description

DesignOptimizer

Integrated workflow manager for design and optimization.

// Create from existing ProcessSystem
DesignOptimizer optimizer = DesignOptimizer.forProcess(myProcess);

// Create from ProcessModule (multi-system modular processes)
DesignOptimizer optimizer = DesignOptimizer.forProcess(myModule);

// Or create from template
DesignOptimizer optimizer = DesignOptimizer.fromTemplate(template, basis);

// Configure workflow
optimizer
    .autoSizeEquipment(1.2)       // Auto-size all AutoSizeable equipment
    .applyDefaultConstraints()     // Apply registry constraints
    .setObjective(ObjectiveType.MAXIMIZE_PRODUCTION);

// Run
DesignResult result = optimizer.validate();  // Just validate
DesignResult result = optimizer.optimize();  // Full optimization

ProcessModule Support:

Use forProcess(ProcessModule) for modular process structures
Check mode with optimizer.isModuleMode()
Access the module with optimizer.getModule()
All child ProcessSystems are automatically evaluated for constraints

Objective Types:

MAXIMIZE_PRODUCTION - Maximize total hydrocarbon production
MAXIMIZE_OIL - Maximize oil production
MAXIMIZE_GAS - Maximize gas production
MINIMIZE_ENERGY - Minimize energy consumption
CUSTOM - Custom objective function

DesignResult

Container for design and optimization results.

DesignResult result = optimizer.optimize();

// Check convergence
if (result.isConverged()) {
    // Get metrics
    int iterations = result.getIterations();
    double objective = result.getObjectiveValue();
    
    // Get optimized values
    double gasFlow = result.getOptimizedFlowRate("Export Gas");
    
    // Get equipment sizes
    Map<String, Double> sizes = result.getEquipmentSizes("HP-Separator");
    double diameter = sizes.get("diameter");
    
    // Check constraints
    boolean violated = result.hasViolations();
    List<String> warnings = result.getWarnings();
    
    // Get summary report
    String summary = result.getSummary();
}

Best Practices

1. Always Set Design Basis First

// Create comprehensive design basis
ProcessBasis basis = ProcessBasis.builder()
    .setFeedFluid(fluid)
    .setFeedFlowRate(rate, "kg/hr")
    .setFeedPressure(pressure, "bara")
    .setFeedTemperature(temp, "C")
    .setSafetyFactor(1.2)
    .build();

2. Use Templates for Standard Configurations

// Use pre-built templates for common configurations
ProcessTemplate template = new ThreeStageSeparationTemplate();
if (template.isApplicable(myFluid)) {
    ProcessSystem process = template.create(basis);
}

3. Apply Company Standards

// Company-specific standards are used for sizing
separator.autoSize("Equinor", "TR2000");

4. Always Validate Before Optimization

// Validate first to catch configuration issues
DesignResult validation = optimizer.validate();
if (!validation.hasViolations()) {
    DesignResult result = optimizer.optimize();
}

5. Review Sizing Reports

// Check auto-sizing results
System.out.println(separator.getSizingReport());
System.out.println(valve.getSizingReportJson());

Integration with Mechanical Design System

The AutoSizeable interface connects to NeqSim’s comprehensive mechanical design system, which includes design standards, material databases, and company-specific technical requirements.

Architecture Overview

┌─────────────────────────────────────────────────────────────────┐
│                    AutoSizeable Interface                       │
│  autoSize(company, trDocument) ─────────────────────────────────┤
└───────────────────────────┬─────────────────────────────────────┘
                            │
                            ▼
┌─────────────────────────────────────────────────────────────────┐
│                    MechanicalDesign                             │
│  - setCompanySpecificDesignStandards(company)                   │
│  - readDesignSpecifications() ← loads from database             │
│  - calcDesign() ← applies standards                             │
└───────────────────────────┬─────────────────────────────────────┘
                            │
                            ▼
┌─────────────────────────────────────────────────────────────────┐
│              Design Standards (designstandards/)                │
│  ┌────────────────────┐  ┌────────────────────┐                │
│  │ SeparatorDesign    │  │ PipelineDesign     │                │
│  │ Standard           │  │ Standard           │                │
│  │ - getGasLoadFactor │  │ - getDesignFactor  │                │
│  │ - getFg            │  │ - getUsageFactor   │                │
│  └────────────────────┘  └────────────────────┘                │
└───────────────────────────┬─────────────────────────────────────┘
                            │
                            ▼
┌─────────────────────────────────────────────────────────────────┐
│          Database Tables (src/main/resources/designdata/)       │
│  ┌──────────────────────────────────────────────────────────┐  │
│  │ TechnicalRequirements_Process.csv                        │  │
│  │ - Equipment-specific parameters by Company               │  │
│  │ - NORSOK, ASME, DNV, API standard references             │  │
│  │ - TR document mappings (TR1414, TR2000, etc.)            │  │
│  └──────────────────────────────────────────────────────────┘  │
│  ┌──────────────────────────────────────────────────────────┐  │
│  │ MaterialPipeProperties.csv, MaterialPlateProperties.csv  │  │
│  │ - Material grades (SA-516, X65, 316L, etc.)              │  │
│  │ - SMYS, SMTS, density values                             │  │
│  └──────────────────────────────────────────────────────────┘  │
└─────────────────────────────────────────────────────────────────┘

Using Company-Specific Standards

When you call autoSize(company, trDocument), the system:

Sets company on MechanicalDesign - Triggers database lookup
Loads design parameters - K-factors, design factors, safety margins from TR documents
Applies standards - Uses NORSOK, ASME, DNV values per company specification

// Size separator using Equinor's NORSOK-based standards
Separator sep = new Separator("HP-Sep", feed);
sep.autoSize("Equinor", "NORSOK-P-001");

// The system automatically:
// 1. Queries TechnicalRequirements_Process for "Separator" + "Equinor"
// 2. Loads GasLoadFactor = 0.12-0.15 per NORSOK P-001
// 3. Applies to sizing calculation

Database Tables for Design Standards

TechnicalRequirements_Process.csv contains equipment-specific parameters:

EQUIPMENTTYPE	SPECIFICATION	VALUE	Company	DOCUMENTID
Separator	GasLoadFactor	0.12-0.15	Equinor	NORSOK-P-001
Pipeline	designFactor	0.72	Equinor	NORSOK-L-001
Gas scrubber	GasLoadFactor	0.11	StatoilTR	TR1414
Compressor	SurgeMargin	10%	Equinor	NORSOK-P-002
Pump	DriverPowerMargin	1.15	Equinor	API-610
Pump	NPSHMargin	0.6	Equinor	API-610
Manifold	HeaderVelocityLimit	15.0	Equinor	API-RP-14E
Manifold	LOFThreshold	0.5	Equinor	EI-GL-017

Standards Tables (in designdata/standards/ subdirectory):

File	Standards Covered
`api_standards.csv`	API-610 (pumps), API-674/675 (reciprocating/metering), API-682 (seals), API-RP-17A (subsea), API-RP-14E (erosional velocity)
`asme_standards.csv`	ASME B73 (pumps), ASME B31.3 (piping/manifolds), ASME B16.5 (flanges), ASME-PTC-8.2 (pump tests)
`dnv_iso_en_standards.csv`	ISO-13709 (pumps), ISO-21049 (seals), ISO-13628 (subsea manifolds), DNV-RP-A203 (subsea pumps)
`norsok_standards.csv`	NORSOK-L-002 (piping), NORSOK-P-001/P-002 (process/pumps), NORSOK-U-001 (subsea)

Example query flow:

// When Separator.autoSize("Equinor", "NORSOK-P-001") is called:
SELECT SPECIFICATION, MAXVALUE, MINVALUE 
FROM TechnicalRequirements_Process 
WHERE EQUIPMENTTYPE='Separator' AND Company='Equinor'

// Returns: GasLoadFactor = 0.12-0.15, LiquidRetentionTime = 2-5 min, etc.

Extending the Design Database

To add new company standards or equipment types:

Add rows to TechnicalRequirements_Process.csv:

"ID","EQUIPMENTTYPE","SPECIFICATION","MINVALUE","MAXVALUE","UNIT","Company","DOCUMENTID","DESCRIPTION"
100,"Separator","GasLoadFactor",0.10,0.12,"m/s","Shell","DEP-31.22.05.11","Shell K-factor"

Create or update DesignStandard subclass if custom logic is needed:

public class ShellSeparatorDesignStandard extends SeparatorDesignStandard {
 // Shell-specific sizing rules
}

Material Properties Database

MaterialPipeProperties.csv and MaterialPlateProperties.csv contain:

Material grades (API 5L X65, SA-516-70, etc.)
Mechanical properties (SMYS, SMTS, density)
Temperature derating factors

Used for wall thickness calculations:

// Pipeline wall thickness per ASME B31.8
double t = (P * D) / (2 * S * F * E * T)
// where S = SMYS from MaterialPipeProperties
//       F = design factor from TechnicalRequirements_Process

Integration with Existing Code

The design framework integrates with existing NeqSim capabilities:

With ProductionOptimizer

// DesignOptimizer can work with ProductionOptimizer
DesignOptimizer designOpt = DesignOptimizer.forProcess(process)
    .autoSizeEquipment()
    .applyDefaultConstraints()
    .setObjective(ObjectiveType.MAXIMIZE_PRODUCTION);

// The underlying ProductionOptimizer handles the mathematical optimization
DesignResult result = designOpt.optimize();

With CapacityConstrainedEquipment

// Auto-sized equipment maintains capacity constraints
separator.autoSize(1.2);
separator.addCapacityConstraint(new CapacityConstraint.Builder()
    .name("K-factor")
    .type("gasLoadFactor")
    .maxValue(0.08)
    .build());

With Mechanical Design

// Auto-sizing uses mechanical design calculations
valve.autoSize(1.2);  // Uses IEC 60534 via MechanicalDesign
double cv = valve.getMechanicalDesign().getValveCvMax();

// Company-specific sizing
separator.autoSize("Equinor", "NORSOK-P-001");
// → Loads K-factor from TechnicalRequirements_Process
// → Applies NORSOK design rules via SeparatorDesignStandard

Full Example with Standards

// Create separator with company standards
Separator sep = new Separator("HP-Sep", feed);

// Method 1: Direct auto-size with company standard
sep.autoSize("Equinor", "NORSOK-P-001");

// Method 2: Manual configuration then auto-size
sep.getMechanicalDesign().setCompanySpecificDesignStandards("Equinor");
sep.getMechanicalDesign().readDesignSpecifications();
sep.autoSize(1.15);  // Use 15% margin per company policy

// Get full mechanical design report
sep.getMechanicalDesign().displayResults();

Future Enhancements

Planned improvements include:

Additional process templates (compression trains, fractionation)
More equipment types implementing AutoSizeable
Enhanced company-specific standards from database
Export to design tools (PFD generation, data sheets)
Machine learning-based sizing recommendations

AutoSizing, Mechanical Design, and Optimization Integration

This section explains how AutoSizing, Mechanical Design, and Production Optimization work together to create a complete equipment sizing and process optimization workflow.

The Complete Workflow

┌─────────────────────────────────────────────────────────────────────────────┐
│                           1. EQUIPMENT CREATION                              │
│  Equipment is created with basic process specifications                      │
│  (flow rate, inlet/outlet conditions)                                       │
└────────────────────────────────────┬────────────────────────────────────────┘
                                     │
                                     ▼
┌─────────────────────────────────────────────────────────────────────────────┐
│                           2. AUTO-SIZING (autoSize)                          │
│  ┌──────────────────────────────────────────────────────────────────────┐   │
│  │ • Calculates physical dimensions (diameter, length, impeller size)    │   │
│  │ • Generates compressor curves (for Compressor)                        │   │
│  │ • Sets operational modes (solveSpeed=true for compressors)            │   │
│  │ • Uses company standards from database (TR documents)                 │   │
│  └──────────────────────────────────────────────────────────────────────┘   │
│                                     │                                        │
│                                     ▼                                        │
│  ┌──────────────────────────────────────────────────────────────────────┐   │
│  │             MECHANICAL DESIGN (calcDesign)                            │   │
│  │ • Wall thickness, material selection, weight estimation               │   │
│  │ • Driver power sizing, stage calculations                             │   │
│  │ • Cost estimation, bill of materials                                  │   │
│  └──────────────────────────────────────────────────────────────────────┘   │
└────────────────────────────────────┬────────────────────────────────────────┘
                                     │
                                     ▼
┌─────────────────────────────────────────────────────────────────────────────┐
│                    3. CAPACITY CONSTRAINTS ARE SET                           │
│  ┌──────────────────────────────────────────────────────────────────────┐   │
│  │ Each equipment has constraints based on mechanical design:            │   │
│  │                                                                       │   │
│  │ Separator:    gasLoadFactor, liquidResidenceTime                     │   │
│  │ Compressor:   speed, power, surgeMargin, stonewallMargin             │   │
│  │ Pump:         npshMargin, power, flowRate                            │   │
│  │ Valve:        valveOpening, cvUtilization                            │   │
│  │ Pipeline:     velocity, pressureDrop, FIV_LOF, FIV_FRMS              │   │
│  │ Heater:       duty, outletTemperature                                │   │
│  └──────────────────────────────────────────────────────────────────────┘   │
└────────────────────────────────────┬────────────────────────────────────────┘
                                     │
                                     ▼
┌─────────────────────────────────────────────────────────────────────────────┐
│                    4. PRODUCTION OPTIMIZATION                                │
│  ┌──────────────────────────────────────────────────────────────────────┐   │
│  │ Optimizer increases feed rate until an ACTIVE CONSTRAINT is hit       │   │
│  │                                                                       │   │
│  │ • Checks ALL CapacityConstrainedEquipment in the process             │   │
│  │ • The equipment with highest utilization is the BOTTLENECK           │   │
│  │ • The specific constraint limiting that equipment is ACTIVE          │   │
│  │ • Reports optimal flow and which constraint limits production         │   │
│  └──────────────────────────────────────────────────────────────────────┘   │
└─────────────────────────────────────────────────────────────────────────────┘

Equipment That Can Be Bottlenecks

ANY equipment implementing CapacityConstrainedEquipment can be a bottleneck, not just compressors:

Equipment Class	Constraints	When It Limits
Separator	`gasLoadFactor`, `liquidResidenceTime`	High gas/liquid rates
Compressor	`speed`, `power`, `surgeMargin`, `stonewallMargin`	High gas rates, high compression ratios
Pump	`npshMargin`, `power`, `flowRate`	High liquid rates, low suction pressure
ThrottlingValve	`valveOpening`, `cvUtilization`	High flow through restriction
Pipeline	`velocity`, `pressureDrop`, `FIV_LOF`, `FIV_FRMS`	High velocities, long pipelines
Heater	`duty`, `outletTemperature`	High heating demand

What is an “Active Constraint”?

An active constraint is the specific limit on a piece of equipment that currently restricts the process from operating at a higher rate.

// Example: Finding the active constraint
ProcessSystem process = new ProcessSystem();
// ... add equipment ...
process.run();

// Find the bottleneck equipment
ProcessEquipmentInterface bottleneck = process.getBottleneck();
System.out.println("Bottleneck equipment: " + bottleneck.getName());

// Find the specific active constraint on that equipment
if (bottleneck instanceof CapacityConstrainedEquipment) {
    CapacityConstrainedEquipment constrained = (CapacityConstrainedEquipment) bottleneck;
    CapacityConstraint activeConstraint = constrained.getBottleneckConstraint();
    
    System.out.println("Active constraint: " + activeConstraint.getName());
    System.out.println("Current value: " + activeConstraint.getCurrentValue());
    System.out.println("Design limit: " + activeConstraint.getDesignValue());
    System.out.println("Utilization: " + activeConstraint.getUtilizationPercent() + "%");
}

Example outputs:

“Bottleneck: HP Separator, Active constraint: gasLoadFactor at 95%”
“Bottleneck: Export Compressor, Active constraint: power at 92%”
“Bottleneck: Feed Valve, Active constraint: valveOpening at 88%”
“Bottleneck: Export Pipeline, Active constraint: velocity at 97%”

How Constraints Are Set

Constraints are initialized automatically when equipment is auto-sized or when initMechanicalDesign() is called:

// Method 1: Auto-sizing sets constraints automatically
Separator sep = new Separator("HP-Sep", feed);
sep.autoSize(1.2);  // Sets gasLoadFactor constraint based on design K-factor

// Method 2: Manual constraint setup
Compressor comp = new Compressor("Export Comp", gasStream);
comp.setMaximumSpeed(11000.0);   // Sets HARD speed constraint
comp.setMaximumPower(2000.0);    // Sets HARD power constraint
comp.setSurgeMargin(10.0);       // Sets SOFT surge margin constraint

// Method 3: Programmatic constraint addition
Pipeline pipe = new Pipeline("Export Line", compOutput);
pipe.addCapacityConstraint(new CapacityConstraint("velocity", "m/s", ConstraintType.DESIGN)
    .setDesignValue(15.0)
    .setMaxValue(20.0)
    .setWarningThreshold(0.8)
    .setValueSupplier(() -> pipe.getVelocity()));

Constraint Types and Optimization Behavior

Constraint Type	During Optimization	Example
HARD	Cannot be exceeded - optimization stops	Compressor trip speed, vessel MAWP
SOFT	Can be exceeded with penalty/warning	Efficiency degradation zone
DESIGN	Target limit for normal operation	Design K-factor, rated flow

// Setting constraint types
CapacityConstraint speedLimit = new CapacityConstraint("speed", ConstraintType.HARD)
    .setDesignValue(10000.0)   // Normal operating speed
    .setMaxValue(11000.0);      // Trip point - HARD limit

CapacityConstraint surgeMargin = new CapacityConstraint("surgeMargin", ConstraintType.SOFT)
    .setDesignValue(10.0)      // 10% margin from surge
    .setMinValue(5.0);         // Absolute minimum - warning

CapacityConstraint kFactor = new CapacityConstraint("gasLoadFactor", ConstraintType.DESIGN)
    .setDesignValue(0.08)      // Design basis
    .setWarningThreshold(0.9); // Warn at 90% utilization

Optimization with Multiple Equipment Types

The optimizer checks all constrained equipment, not just compressors:

// Create process with multiple equipment types
ProcessSystem process = new ProcessSystem();

Stream feed = new Stream("Feed", fluid);
feed.setFlowRate(10000.0, "kg/hr");

Separator sep = new Separator("Inlet Sep", feed);
sep.autoSize(1.2);  // Sets gasLoadFactor constraint

ThrottlingValve valve = new ThrottlingValve("HP Valve", sep.getGasOutStream());
valve.setOutletPressure(30.0, "bara");
valve.autoSize(1.2);  // Sets valveOpening constraint

Compressor comp = new Compressor("Export Comp", valve.getOutletStream());
comp.setOutletPressure(100.0);
comp.autoSize(1.2);  // Sets speed, power, surge constraints

Pipeline pipe = new PipeBeggsAndBrills("Export Pipeline", comp.getOutletStream());
pipe.setLength(50000.0);
pipe.setDiameter(0.4);
// Pipeline has velocity, pressureDrop, FIV constraints

process.add(feed);
process.add(sep);
process.add(valve);
process.add(comp);
process.add(pipe);

// Run optimization - checks ALL equipment constraints
OptimizationConfig config = new OptimizationConfig(1000.0, 50000.0)
    .defaultUtilizationLimit(0.95);

OptimizationResult result = ProductionOptimizer.optimize(process, feed, config);

// The bottleneck could be ANY of: separator, valve, compressor, or pipeline
System.out.println("Bottleneck: " + result.getBottleneck().getName());
System.out.println("Active constraint: " + result.getActiveConstraintName());
System.out.println("Optimal rate: " + result.getOptimalRate() + " kg/hr");

Viewing All Constraints in a Process

// Get all constrained equipment
for (CapacityConstrainedEquipment equip : process.getConstrainedEquipment()) {
    System.out.println("\n" + equip.getName() + ":");
    
    for (CapacityConstraint c : equip.getCapacityConstraints().values()) {
        String status = c.isViolated() ? "⚠️ EXCEEDED" : 
                       c.isNearLimit() ? "⚡ NEAR LIMIT" : "✓ OK";
        System.out.printf("  %-20s: %6.1f / %6.1f %s (%5.1f%%) %s%n",
            c.getName(),
            c.getCurrentValue(),
            c.getDesignValue(),
            c.getUnit(),
            c.getUtilizationPercent(),
            status);
    }
}

Example output:

Inlet Sep:
  gasLoadFactor       :   0.07 /   0.08 m/s  (87.5%) ✓ OK
  liquidResidenceTime :   3.20 /   3.00 min  (106.7%) ⚠️ EXCEEDED

HP Valve:
  valveOpening        :  72.00 /  90.00 %    (80.0%) ✓ OK
  cvUtilization       :  45.00 /  50.00 -    (90.0%) ⚡ NEAR LIMIT

Export Comp:
  speed               : 9500.0 /10000.0 RPM  (95.0%) ⚡ NEAR LIMIT
  power               : 1650.0 / 2000.0 kW   (82.5%) ✓ OK
  surgeMargin         :  12.00 /  10.00 %    (83.3%) ✓ OK

Export Pipeline:
  velocity            :  14.50 /  15.00 m/s  (96.7%) ⚡ NEAR LIMIT
  pressureDrop        :   4.20 /   5.00 bara (84.0%) ✓ OK
  FIV_LOF             :   0.35 /   1.00 -    (35.0%) ✓ OK

Summary: AutoSizing → Mechanical Design → Constraints → Optimization

AutoSizing (autoSize()) calculates equipment dimensions from process conditions
Mechanical Design (calcDesign()) determines detailed specifications (materials, wall thickness, etc.)
Constraints are set based on the design limits (K-factor, max speed, rated power, etc.)
Optimization finds the maximum flow rate that respects ALL constraints across ALL equipment
The Active Constraint is the specific limit currently preventing higher production
The Bottleneck is the equipment where that active constraint exists