Scenario 1: Before Optimization
Step 1: Initially, we develop a MATLAB-based machining productivity analysis model using Camshaft Gear production data with 43, 110, and 50 job configurations.Step 2: Then, we collect and preprocess process time, non-process time, and total cycle time data to identify bottlenecks and idle time.
Step 3: Next, we analyze workstation flow, machine utilization, and production throughput based on collected data.
Step 4: Finally, we plot performance metrics for the following:
4.1: Number of Jobs vs Process Time
4.2: Number of Jobs vs Non-Process Time
4.3: Number of Jobs vs Total Cycle Time
4.4: Number of Jobs vs Machine Utilization
4.5: Number of Jobs vs Production Throughput
Scenario 2: After Optimization
Step 1: Initially, we develop a MATLAB-based machining productivity analysis model using Camshaft Gear production data with 43, 110, and 50 job configurations with optimization techniques
Step 2: Then, we collect and preprocess process time, non-process time, and total cycle time data to identify bottlenecks and idle time.
Step 3: Next, we analyze workstation flow, machine utilization, and production throughput based on collected data.
Step 4: Finally, we plot performance metrics for the following:
4.1: Number of Jobs vs Process Time
4.2: Number of Jobs vs Non-Process Time
4.3: Number of Jobs vs Total Cycle Time
4.4: Number of Jobs vs Machine Utilization
4.5: Number of Jobs vs Production Throughput
Software Requirements:
1. Development Tool: MATLAB R2024a or above
2. Operating System: Windows-10 (64-bit) or above
Note:
1) If the proposed plan does not fully align with your requirements, please provide all necessary details—including steps, parameters, models, and expected outcomes—in advance.
2) Kindly ensure that any missing configurations or specifications are clearly outlined in the plan before confirming.
3) If there’s no built-in solution for what the project needs, we can always turn to reference models, customize our own, different math models or write the code ourselves to fulfil the process.
4) If the plan satisfies your requirement, Please confirm with us.
5) Project based on Simulation only.
