摘要
With smart grid development, intelligent substation operation and maintenance (O&M) demands advanced equipment monitoring. Though infrared thermography effectively captures temperatures, its 2D nature limits spatial context and complicates fault localization. This paper studies 2D infrared data and 3D point cloud matching/fusion for substation equipment. We map 2D pixels to 3D coordinates via camera calibration and pose estimation, then propose a modified two-stage registration algorithm: a dynamic asymmetric four-point set (DA-4PCS) for efficient coarse registration and a region-corresponding iterative closest point (RC-ICP) for accurate fine registration. A 3D temperature field is constructed using fused temporal data, enabling dynamic digital twin integration. Experiments show high-precision fusion (200ms mapping), transitioning from 2D to 3D perception and supporting intelligent O&M.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | Intelligent Manufacturing and Cloud Computing - Proceedings of the 2nd International Conference, ICIMCC 2025 |
| 编辑 | Isabel S. Jesus, Ke Wang |
| 出版商 | IOS Press BV |
| 页 | 660-670 |
| 页数 | 11 |
| ISBN(电子版) | 9781643686561 |
| DOI | |
| 出版状态 | 已出版 - 13 3月 2026 |
| 活动 | 2nd Annual International Conference on Intelligent Manufacturing and Cloud Computing, ICIMCC 2025 - Wuhan, 中国 期限: 12 12月 2025 → 14 12月 2025 |
出版系列
| 姓名 | Advances in Transdisciplinary Engineering |
|---|---|
| 卷 | 91 |
| ISSN(印刷版) | 2352-751X |
| ISSN(电子版) | 2352-7528 |
会议
| 会议 | 2nd Annual International Conference on Intelligent Manufacturing and Cloud Computing, ICIMCC 2025 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Wuhan |
| 时期 | 12/12/25 → 14/12/25 |
联合国可持续发展目标
此成果有助于实现下列可持续发展目标:
-
可持续发展目标 7 经济适用的清洁能源
学术指纹
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