Submerged Arc Welding Open Repository

This dataset collects data from various test coupons subjected to the submerged arc welding (SAW) process. It includes not only the process data, but also the design of the experiment including process window parameterization setup, as well as NDT (Non-Destructive Testing) data.

Motivation

The industrialization of manufacturing processes requires comprehensive data management and system automation to ensure production quality, reliability, and efficiency. In this context, SAW has become a key technology in fabricating of high-strength, high-performance metal components. However, quality control and early defect detection remain critical challenges in ensuring process stability, repeatability, and traceability.

To address this, we present an open dataset on SAW, covering all stages of the manufacturing process, from design and planning to validation and quality control. This resource aims to serve as a foundation for developing new data-driven methodologies, contributing to the continuous optimization and improvement of SAW processes while accelerating their digital transformation.

Authors

Estefanía Tapia Suárez: main contact ([e-mail])

Inés Pérez Couñago

Juan Manuel Fernández

Christian Eike Precker

Cristina Ruiz

Entities

This dataset was collected under the PENELOPE project. Attributions:

AIMEN: Process data collection and manufacturing of X-joint coupons.

IDESA: Process window parametrization setup.

Structure

The dataset follows this structure:

Database

[SAMPLE 1 NAME]

process_data

[BEAD 1 NAME]

Photo: pictures of the manufactured bead sample. Format: jpg.

Process data: data recorded from the process. Format hdf5.

Profilometer: data from a 3D bead reconstruction. Format: txt.

[BEAD 2 NAME]

Same structure as for BEAD 1.

NDT_data

X-ray: radiographic test report. Format pdf.

UT: ultrasonic testing report. Format pdf.

PAUT: phase array ultrasonic testing. Format nde.

defects locations: Location of defects identified along each weld bead. Format xlsx.

pics

Photo: pictures of the completed weld coupon. Format jpg.

[SAMPLE 2 NAME]

Same structure as for SAMPLE 1. 

Design_materials_settings: information on the welding parameters and welding sequence used in the manufacturing of each coupon. Format: pdf.

README: metadata and information about the sample. Format: txt.

Software

To open the different files that conform the dataset, we recommend the following Open softwares:

hdf5 -> HDF5 Viewer: https://www.hdfgroup.org/downloads/hdfview/

txt -> cloud compare: https://cloudcompare.org/

nde -> ShareCad: https://beta.sharecad.org/

More information on how to open the files of the dataset can be found in the README.