Module engineering_analysis

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Engineering Analysis Library - Structural, Mechanical, and Systems Engineering Analysis

This module provides high-performance engineering analysis operations leveraging Phase 2 enhancements:

Linear Algebra Library for matrix computations and finite element analysis
Physics Simulation Library for structural dynamics and thermal analysis
Hardware-Sympathetic Storage (ZNS) for zero-copy engineering data
Statistical Computing Library for reliability analysis and optimization

Modules§

cfd: Real 2-D incompressible Navier–Stokes finite-volume solver (Chorin projection method on a staggered Cartesian grid). Backs perform_fluid_analysis. Split into its own library submodule (PROJECT RULE §11); carries its own correctness tests (lid-driven cavity, channel flow, pressure outlet). Real 2-D incompressible Navier–Stokes finite-volume solver.
fem: Real finite-element subsystem (element library, global assembly, static solve, Newmark-β time integration, Newton–Raphson nonlinear solve). Backs the structural NonlinearStatic / LinearDynamic / NonlinearDynamic analysis types. Split into its own library submodule (PROJECT RULE §11); carries its own reference tests (cantilever tip deflection, axial/two-bar truss, SDOF Newmark, cubic-spring Newton). Real finite-element subsystem for structural static / dynamic / nonlinear analysis.
thermal_conduction: Real 1-D steady-state heat-conduction solver (Fourier’s law, finite-difference

Structs§

AccelerationAnalysis: Acceleration analysis
AnalysisResults: Analysis results
AssemblyConstraint: Assembly constraints
AssemblyDesign: Assembly design
BasicEvent: Basic events
BoundaryCondition: Boundary conditions
BucklingAnalysis: Buckling analysis
BucklingMode: Buckling modes
CFDMeshGenerator: CFD mesh generator
ChannelGeometry: Channel geometry
Component: Components
ComponentDesign: Component design
ComponentReliability: A single component’s reliability description for the general reliability analysis. failure_probability is the probability that the component is in a failed state on any given demand; mean_time_to_failure is the component’s MTTF in arbitrary time units (used to scale the system MTBF).
ComputationalFluidDynamics: Computational fluid dynamics
ConditionBasedMaintenance: Condition-based maintenance
Conduction: Conduction
ConfidenceInterval: Confidence intervals
Constraint: Constraints
Convection: Convection
ConvergenceCriteria: Convergence criteria
ConvergenceInfo: Convergence information
DesignVariable: Design variables
Dynamics: Dynamics
DynamicsResults: Results of a dynamics time-history analysis (Newton’s second law, F = m·a). Energy is reported in the constant-applied-force potential convention so that total mechanical energy is conserved: PE = −F·x and KE + PE = ½·m·v₀² (constant).
EigenvalueBuckling: Eigenvalue buckling
EigenvalueSolver: Eigenvalue solver
Element: Elements
ElementLibrary: Element library
ElementProperties: Element properties
EnergyAnalysis: Energy analysis
EngineeringAnalysisLibrary: Engineering Analysis Library Manager
EngineeringModel: Engineering model representation
EngineeringOperationResult: Engineering operation result
EngineeringPerformanceMetrics: Engineering library performance summary metrics
FMEA: FMEA
FMEAItem: FMEA items
FailureAnalysis: Failure analysis
FailureCause: Failure causes
FailureEffect: Failure effects
FailureModes: Failure modes
FaultTree: Fault tree
FiniteElementSolver: Finite element solver
FluidAnalyzer: Fluid analyzer for fluid dynamics analysis
ForceAnalysis: Force analysis
ForcedVibration: Forced vibration
FreeVibration: Free vibration
FrequencyResponse: Frequency response
GeometricFeature: Geometric features
GeometricProperties: Geometric properties
GeometricTolerance: Geometric tolerance
Geometry: Geometry
HarmonicAnalysis: Harmonic analysis
HeatTransfer: Heat transfer
HypothesisTesting: Hypothesis testing
InertiaAnalysis: Inertia analysis
Kinematics: Kinematics
KinematicsResults: Results of a kinematic time-history analysis (constant acceleration). Positions, velocities and accelerations are evaluated at each requested time step using the standard SUVAT equations.
Load: Loads
LoadingHistory: Loading history
LogicGate: Logic gates
MachineDesign: Machine design
MaintenanceOptimization: Maintenance optimization
MaintenanceTask: Maintenance tasks
Material: Materials
MaterialProperties: Material properties
MaterialSelection: Material selection
MechanicalAnalyzer: Mechanical analyzer for mechanical engineering analysis
MechanismAnalysis: Mechanism analysis
MechanismAnalysisEngine: Mechanism analysis engine
MechanismOptimization: Mechanism optimization
MechanismSynthesis: Mechanism synthesis
MeshAlgorithm: Mesh algorithms
MeshAlgorithmParameters: Mesh algorithm parameters
MeshGenerator: Mesh generator
MeshQuality: Mesh quality
MeshRefinement: Mesh refinement
ModalAnalysis: Modal analysis
ModalParameters: Modal parameters
ModeShape: Mode shapes
MonitoringParameter: Monitoring parameters
MonteCarlo: Monte Carlo
NavierStokesSolver: Navier-Stokes solver
Node: Nodes
NonlinearBuckling: Nonlinear buckling
OpenChannelFlow: Open channel flow
PipeFlow: Pipe flow
PipeGeometry: Pipe geometry
PositionAnalysis: Position analysis
PostProcessor: Post processor
PredictiveMaintenance: Predictive maintenance
PreventiveMaintenance: Preventive maintenance
ProbabilityAnalysis: Probability analysis
QualityAssessment: Quality assessment
QualityCriterion: Quality criteria
QualityMetric: Quality metrics
Radiation: Radiation
RandomVariable: Random variables
RandomVibration: Random vibration
RefinementCriterion: Refinement criteria
ReliabilityAnalyzer: Reliability analyzer for reliability engineering analysis
ReliabilityConfig: Configuration for the general Monte-Carlo reliability analysis (ReliabilityAnalyzer::analyze_reliability).
ReliabilityFunction: Reliability functions
ReliabilityMethods: Reliability methods
ReliabilityResult: Result of the general Monte-Carlo reliability analysis.
ReliabilityResults: Reliability analysis results
RenderingEngine: Rendering engine
RenderingOptions: Rendering options
ReportGenerator: Report generator
ReportSection: Report sections
ReportTemplate: Report templates
ResonanceDetection: Resonance detection
ResponseCalculation: Response calculation
ResultExtractor: Result extractors
SectionContent: Section content
SectionProperties: Section properties
SelectionCriterion: Selection criteria
Solver: Solvers
SolverCapabilities: Solver capabilities
SolverEngine: Solver engine
SolverParameters: Solver parameters
StatisticalAnalysis: Statistical analysis
StatisticalTolerance: Statistical tolerance
SteadyState: Steady state
StressState: The reduced state of a 3×3 Cauchy stress tensor.
StructuralAnalyzer: Structural analyzer for structural engineering analysis
StructuralDynamics: Structural dynamics
ThermalAnalysis: Thermal analysis
ThermalAnalyzer: Thermal analyzer for thermal engineering analysis
ThermalStress: Thermal stress
TimeIntegration: Time integration
ToleranceAnalysis: Tolerance analysis
ToleranceStackup: Tolerance stackup
Transient: Transient
TransientAnalysis: Transient analysis
TurbulenceModeling: Turbulence modeling
TurbulenceParameters: Turbulence parameters
VelocityAnalysis: Velocity analysis
VibrationAnalysis: Vibration analysis
VisualizationEngine: Visualization engine

Enums§

AnalysisMethod: Analysis methods
AnalysisType: Analysis types
AssemblyType: Assembly types
BoundaryConditionType: Boundary condition types
CalculationMethod: Calculation methods
ComponentType: Component types
ConstraintType: Constraint types
ContentFormat: Content formats
ContentType: Content types
ConvectionType: Convection types
ConvergenceAcceleration: Convergence acceleration
ConvergenceType: Convergence types
CrossSection: Cross sections
DOF: Degrees of freedom
DiscretizationScheme: Discretization schemes
DistributionType: Distribution types
EffectSeverity: Effect severity
EigenvalueSolverType: Eigenvalue solver types
ElementType: Element types
EngineeringError: Engineering error types
ExportFormat: Export formats
ExtractionMethod: Extraction methods
FeatureType: Feature types
FlowRegime: Flow regimes
FlowType: Flow types
GeometricToleranceType: Geometric tolerance types
GeometryType: Geometry types
IntegrationMethod: Integration methods
LoadDistributionType: Load distribution types
LoadType: Load types
LogicGateType: Logic gate types
MeasurementMethod: Measurement methods
MechanismType: Mechanism types
MeshAlgorithmType: Mesh algorithm types
MeshType: Mesh types
MetricType: Metric types
ModelType: Model types
NSSolverType: NS solver types
ObjectiveFunction: Objective functions
OptimizationAlgorithm: Optimization algorithms
PostBucklingBehavior: Post-buckling behavior
PredictionModel: Prediction models
ProbabilityDistribution: Probability distributions
QualityGrade: Quality grades
ReliabilityFunctionType: Reliability function types
RenderingEngineType: Rendering engine types
ResponseType: Response types
ResultType: Result types
SolverType: Solver types
SynthesisType: Synthesis types
SystemModel: System reliability model topology used by ReliabilityAnalyzer::analyze_reliability.
TemplateType: Template types
ToleranceType: Tolerance types
TurbulenceModel: Turbulence models
VariableType: Variable types
VisualizationType: Visualization types

Functions§

cauchy_stress_analysis: Analyse a 3×3 Cauchy stress tensor (e.g. chassis shear on an off-road camper): von Mises equivalent stress, principal stresses, maximum shear, hydrostatic stress.
drag_force: Aerodynamic drag / wind-load force (N): F = ½·ρ·v²·C_d·A — wind-load on a rapid-deployment structure or drag on a moving camper.
fatigue_cycles_basquin: Cycles-to-failure under a constant stress amplitude via Basquin’s law σ_a = σ_f'·(2N)^b ⇒ N = ½·(σ_a/σ_f')^(1/b) (b is the negative fatigue strength exponent). Below the endurance behaviour this is huge (effectively infinite life). Feeds the probabilistic failure-prediction model.
miner_cumulative_damage: Palmgren–Miner cumulative fatigue damage D = Σ nᵢ/Nᵢ over load blocks (applied_cycles, allowable_cycles). Failure is predicted when D ≥ 1. Zero-heap.
reynolds_number: Reynolds number Re = ρ·v·L / μ — laminar/turbulent regime for the wind-load model.

Module engineering_analysis

Module engineering_analysis Copy item path

Modules§

Structs§

Enums§

Functions§

Module engineering_analysis