Exploring a comprehensive knowledge map for bridge management research: a Delphi-enhanced scientometric analysis
Peng Peng, Zuocai Wang, Peng Cui, Hongzhe Yue, Junfeng Yao, Sainan Lyu · 2026
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Description
Peng Peng and five co-authors map, in 2026 work, the whole field of bridge care research. Bridges age while calls for safety, green gains, and low cost all grow. The team set out to chart the field's shape, its hot zones, and its gaps, so later work can aim well.
They ran a counting study of more than fifteen hundred papers across two decades, with five senior experts to sharpen the terms. The field fell into three eras: early probing, steady growth, then a digital shift. Ten themes stood out, from smart care to life-cycle green aims. Hot zones now run to digital twins, learning tools, and health checks of structures. Five next steps close the map, from joined smart frames to stronger risk models.
Catalog record
| CREATOR | Peng Peng, Zuocai Wang, Peng Cui, Hongzhe Yue, Junfeng Yao, Sainan Lyu |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 60 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |