A nondestructive testing dataset of rocks with different section shapes, different integralities, and different flaws
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Structure of folders Dataset ├── 1.shape | ├── R-S-0-0-0(circle) | └── R-C-0-0-0(square) ├── 2.crackLengthAndShape | ├── G-I-0-0-0(no crack) | ├── G-N-1-1-5(1mmx5mm) | ├── G-N-1-1-10(1mmx10mm) | ├── G-N-1-1-15(1mmx15mm) | ├── G-N-1-1-20(1mmx20mm) | ├── G-N-1-2-5(2mmx5mm) | ├── G-N-1-3-5(3mmx5mm) | ├── G-N-1-4-5(4mmx5mm) | ├── G-N-1-5-5(5mmx5mm) | ├── G-N-2-1-5(double1mmx5mm) | ├── G-N-2-1-10(double1mmx5mm) | ├── G-N-4-1-5(quadruple1mmx5mm) └── README.md directory: 14Data formatIn the collection stage, samples for each time period are annotated through manual recording. During the dataset construction phase, the data is partitioned based on the index supplied by the internal data structure within the file. The mechanical wave detection captured a singular signal pulse spanning a duration of 1638.4 microseconds. In accordance with the instrument's sampling interval of 0.2 microseconds, Python was utilized to transfer signal data in the form of a matrix with dimensions 8192×2.Dataset overviewThis dataset can be very huge (192 GB), so it is compressed in zip format.The total data number in this dataset is summarized in Table: Subdirectory Number of data (Unit: unit) Subdirectory Number of data (Unit: unit) Subdirectory Number of data (Unit: unit) R-S-0-0-0 82930 G-N-1-1-15 59227 G-N-1-5-5 58696 R-C-0-0-0 109217 G-N-1-1-20 90721 G-N-2-1-5 61088 G-I-0-0-0 112596 G-N-1-2-5 53833 G-N-2-1-10 61340 G-N-1-1-5 31814 G-N-1-3-5 57700 G-N-4-1-5 81908 G-N-1-1-10 56403 G-N-1-4-5 77939 Total 995412 AcknowledgementReaders are welcome to use this dataset for any type of research.Creator: Zhuoran Tian, Chunjiang ZouDataset correspondence: 220204912@aa.seu.edu.cn, chunjiang.zou@brunel.ac.uk
创建时间:
2024-03-12



