AnyLogic Simulation Expert Needed for Sheet Metal Stamping Process Optimization Project
Budget: $30 – $250 USD
I am looking for an experienced freelancer to develop an AnyLogic simulation model for a sheet metal stamping process in automotive manufacturing, as part of an academic project. The goal is to simulate the production line, analyze performance metrics, and conduct sensitivity analyses based on provided guidelines.
Project Scope:
* Model Development:
* Simulate the sheet metal stamping process using AnyLogic, including:
* Poisson-distributed arrival of sheets.
* Visual inspection with operator allocation and defect detection.
* Batch preheating in a furnace with energy-saving logic.
* Molding using two types of machines with maintenance schedules.
* Final inspection and defect detection.
Deliverables:
* A detailed PDF report including:
* Input data used (modifiable for sensitivity analysis).
* Model implementation steps.
* Simulation results (tables/graphs) and sensitivity analyses.
* An AnyLogic project file (.alp) and supporting files (e.g., Excel for data).
* Compressed folder named "project-group-XX" containing all files.
Key Requirements:
* Simulate a 16-hour working day with ≥10 replications.
* Analyze statistics like average pieces machined, queue times, machine utilization, and workforce efficiency.
* Conduct sensitivity analyses on:
* Workforce size (N) and its impact on production.
* Furnace batch timeout (H) and its effect on system performance.
Additional Notes:
* Data provided can be adjusted for meaningful outputs.
* Clarity, accuracy, and visual representation in the report are critical.
Skills Required:
* Proficiency in AnyLogic simulation software.
* Strong understanding of manufacturing processes and queueing systems.
* Ability to analyze and present data (Excel, graphs, tables).
* Experience in sensitivity analysis and optimization.
If you have the expertise and can deliver a high-quality simulation model and report, please submit your proposal with:
* Relevant experience (especially with AnyLogic).
* Estimated timeline and cost.
* Any questions or clarifications needed.
Looking forward to working with a detail-oriented professional!
Project Scope:
* Model Development:
* Simulate the sheet metal stamping process using AnyLogic, including:
* Poisson-distributed arrival of sheets.
* Visual inspection with operator allocation and defect detection.
* Batch preheating in a furnace with energy-saving logic.
* Molding using two types of machines with maintenance schedules.
* Final inspection and defect detection.
Deliverables:
* A detailed PDF report including:
* Input data used (modifiable for sensitivity analysis).
* Model implementation steps.
* Simulation results (tables/graphs) and sensitivity analyses.
* An AnyLogic project file (.alp) and supporting files (e.g., Excel for data).
* Compressed folder named "project-group-XX" containing all files.
Key Requirements:
* Simulate a 16-hour working day with ≥10 replications.
* Analyze statistics like average pieces machined, queue times, machine utilization, and workforce efficiency.
* Conduct sensitivity analyses on:
* Workforce size (N) and its impact on production.
* Furnace batch timeout (H) and its effect on system performance.
Additional Notes:
* Data provided can be adjusted for meaningful outputs.
* Clarity, accuracy, and visual representation in the report are critical.
Skills Required:
* Proficiency in AnyLogic simulation software.
* Strong understanding of manufacturing processes and queueing systems.
* Ability to analyze and present data (Excel, graphs, tables).
* Experience in sensitivity analysis and optimization.
If you have the expertise and can deliver a high-quality simulation model and report, please submit your proposal with:
* Relevant experience (especially with AnyLogic).
* Estimated timeline and cost.
* Any questions or clarifications needed.
Looking forward to working with a detail-oriented professional!