audreyntep / 3dprinter_dataset_generator

dataset generator

3D Printer dataset generator

1. Printer head deprecation based on quality

Run dataset_printerhead_quality.py to generate a dataset csv file with 5000 rows.

Columns : index, elapsed_time, uv_temperature, material_used, linear_speed, zaxis_speed, perimeter, quality, timestamp, datetime

Starting date can be change by modifying variable line 93 :

• start = 1600779498 (22/09/2020 - 14:58:18)

Quality is deprecated over time :

• theorical_time_deprecation = (30006060)** (seconds)
• theorical_perimeter_deprecation = 400000 (milimeters)
• theorical_material_deprecation = (191001000)** (grammes)
• uv_over_exposed = 1000 (reached 100 degrees more than 1000 times)

2. Job printing deprecation

Run dataset_job_quality.py to generate a dataset csv file with 5000 rows.