VIP20

本课程属于：028-CAE Data Science & AIML English Technical Courses · 共 20 门相关课程，组合学习更完整。

查看所属VIP全部课程 →

← 返回所属目录咨询 / 购买

Excel Automation for CAE Data Analysis and Engineering Reports

30 Chapters

View Course Samples Online

Course overview

scope, CAE data workflows, Excel automation benefits, and toolchain integration.

Excel object model fundamentals

Workbook, Worksheet, Range, Cells, and their automation via VBA and Office Scripts.

WorkbookWorksheet

Reading CAE output files

parsing CSV, text, and structured result files from solvers into Excel using VBA and Power Query.

Automating data import from CAE post-processing tools

extracting nodal and elemental results via APIs and file exports.

Data cleaning and validation for CAE results

handling missing values, unit consistency, and outlier detection in Excel.

cleaningvalidation

Structuring CAE data in Excel

tables, named ranges, and dynamic arrays for efficient analysis.

Automated calculation of derived CAE metrics

stress averages, safety factors, and margin calculations using Excel formulas and VBA.

Automatedcalculation

Statistical analysis of CAE results

distributions, percentiles, and correlation analysis with Excel functions and Data Analysis ToolPak.

Statisticalanalysis

Design of experiments (DOE) and sensitivity analysis

automating parametric studies and result tabulation in Excel.

Creating automated charts for CAE data

contour plots, XY scatter, and trendlines via VBA and chart objects.

Creatingautomated

Building interactive dashboards for CAE results

slicers, pivot tables, and form controls linked to solver outputs.

Buildinginteractive

Automating report generation

populating Word templates from Excel CAE data using VBA and bookmarks.

Automatinggeneration

Generating PowerPoint summaries from CAE results

automating slide creation with charts and tables via VBA.

GeneratingPowerPoint

Excel-based post-processing for structural FEA

extracting max/min values, probe locations, and result tables.

Excel-basedpost-processing

CFD data reduction in Excel

automating flow rate, pressure drop, and efficiency calculations from solver exports.

Thermal analysis automation

processing temperature distributions and heat flux results in Excel.

analysisautomation

Fatigue and durability data processing

automating rainflow counting and damage summation using Excel VBA.

durabilityprocessing

Modal analysis results handling

automating frequency extraction and mode shape data organization in Excel.

analysishandling

Automation of mesh convergence studies

batch processing result files and generating convergence plots.

Automationconvergence

Integrating Excel with Python for CAE data

using xlwings and openpyxl to bridge solver APIs and Excel automation.

Error handling and logging in Excel automation

robust VBA scripts for CAE data pipelines.

handlingautomation

Performance optimization for large CAE datasets

efficient VBA, array formulas, and Power Pivot.

Performanceoptimization

Version control and reproducibility for Excel automation

managing macros, templates, and data lineage.

reproducibilityautomation

Automated validation of CAE results against test data

importing experimental data and computing correlation metrics.

Automatedvalidation

automating a full CAE report workflow from solver output to Excel dashboard and Word report.

batch processing multiple load cases and generating comparative result tables and charts.

processingmultiple

automating DOE for a structural component and visualizing response surfaces in Excel.

integrating Excel with a CAE solver via COM interface for automated parametric runs.

Deploying Excel automation tools

packaging macros as add-ins and sharing with engineering teams.

Deployingautomation

cloud automation, Office Scripts, and integration with CAE platforms for real-time data analysis.

automationintegration