Research & Development Commercialization & Maintenance PIDO Technology Transfered Development of PIDO Tool Engineering Consulting Business Area Customization of Design Software Technical Support & Training
Initial design hour (Manual Process) = 6months 3men 160hrs/month = 2,880hrs PIAnO design hour (Automatic Process) = 2months 3men 64hrs/month = 384hrs Reduced design time over 80%
rocess ntegration, utomation a d ptimization CFD Analysis Crash Analysis Dynamics Analysis Control Algorithm Cost Calculation Simulation Database Automated analysis process by integrating various CAE tools in a distributed computing environment Structural Analysis PIAnO Player PIAnO Reviewer Moldflow, MAPS-3D SimulationX, AMESim, CarSim, CATIA, NX, SolidWorks, HyperMesh,
Car Body Design Problem Result Drum Washer Suspension System Design Problem Result Torsion Beam Axle Design Problem Result Air-Conditioner Piping System Design Problem Result y x z
Excel Matlab Script In-house code... Pre-Processor (Journal / Script / Macro / Command Batch execution) HyperMesh Abaqus/CAE Patran LS-Pre Gambit/Tqrid Star-CCM+ Adams/View Daful......... Solver (CAE Batch execution) Ansys Abaqus Nastran LS-Dyna... Fluent Star-CD... Adams Daful... Excel Matlab Script In-house code HyperView Abaqus/CAE Patran LS-Post Fluent Star-CCM+ Adams/Post Daful.Post......... Post-Processor (Journal / Script / Macro / Command Batch execution) Excel Matlab Script In-house code Data Transform (Optional) VBScript Analyzer JScript Analyzer Matlab Analyzer (M-files) Approximate Model Analyzer (RSM, Kriging,..) Reusable Custom Analyzer BeanShell Analyzer Excel Analyzer Commercial CAEs in PC (MSC.Nastran/ MSC.ADAMS/MSC.Fatigue/LS-Dyna/Abaqus/ Ansys/Fluent/DAFUL/Moldflow, etc.) Commercial CAEs in HPC Commercial CAEs in Distributed Computing Coupled Analyzer (Sub-Projects inside) Others Data Tracking tool for simulation data management
Sub ReportValue(value) If value = 0 Then MsgBox value ElseIf value = 1 Then MsgBox value ElseIf value = 2 then Msgbox value Else Msgbox Value out of range! End If What-If Study Design Sensitivity Analysis Parametric Study 1-D Parametric Study Vector Parametric Study Reliability Analysis FORM Monte Carlo Sampling (MCS) Latin Hypercube Sampling (LHS) enhanced Dimension Reduction (edr) Design Optimization Progressive Quadratic Response Surface Method (PQRSM) Micro Genetic Algorithm (Micro-GA) Evolutionary Algorithm (EA) Hybrid Optimization Algorithm (v4.x ) Metamodel-Based Sequential Approx. Opt. (v4.x ) Apporoximations Response Surface Model (RSM) Radial Basis Function for Regression Kriging Model Radial Basis Function for Interpolation Design of Experiments Full Factorial Design (FFD) Orthogonal Array (OA, 122 ) Central Composite Design (CCD/ICCD/FCCD) Plackett-Burman Design (PBD) Box-BehnKen Design (BBD) LHD/OLHD Augmented LHD (ALHD) Inherited LHD (ILHD) Reliability-Based Design Optimization Advanced Single Loop Single Vector (ASLSV) Enhanced Reliability-Based design Optimization with Smart Initiation Approach (ERBOSIA, v4.x ) edr-based Robust Design Optimization (v4.x ) Design Concept Build Analysis Task Build Design Task Run & Monitoring Postprocessing & Visualization Others JScript VBScript BeanShell Script Excel Matlab Daful RecurDyn ADAMS SAMCEF COMSOL ANSYS ABAQUS Nastran LS-Dyna PAM-Crash MSC.Fatique FEMFAT DesignLife Star-CCM Fluent CFD-Ace FloTHERM Moldflow MAPS-3D In-house Code
Approximation Wizard for Beginner Regression Models (RSM, RBFr) Interpolation Models (Kriging, RBFi) Automatic approximate model selection Automatic outlier removal DOE Wizard for Beginner DOE Table for Expert Conventional DOE (FFD, PBD, BBD, 122OA, CCD/ICCD/FCCD) Space-Filling DOE (LHD/OLHD) Additional DOE (ALHD, ILHD) Parametric Study Design Sensitivity Analysis DOE Wizard for Beginner Vast DOE methods Function-based SAO (PQRSM) Gradient-based SAO (STDQAO) Function-based Design Optimization (Micro GA) Global Design Optimization (EA) RBDO (Advanced SLSV) Sampling Method (MCS, LHS) Taylor Expansion Method (FORM) Approximate Integration Method (edr)
Smart Screening Plot Reliability Analysis Plot Screening dashboard Effect matrix Row: Design variables Column: Responses User-defined cut-off value slide Effect plot for selected response Scatter Plot Parallel Plot ANOM Plot Contour & 3D Plot
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