| contributor author | Bofinger, Philipp E. | |
| contributor author | Boelens, Jelle | |
| contributor author | Klaassen, Steven W. B. | |
| contributor author | de Klerk, Dennis | |
| date accessioned | 2025-04-21T10:28:33Z | |
| date available | 2025-04-21T10:28:33Z | |
| date copyright | 11/26/2024 12:00:00 AM | |
| date issued | 2024 | |
| identifier issn | 1048-9002 | |
| identifier other | vib_147_1_011002.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4306273 | |
| description abstract | Selecting the proper set of degrees-of-freedom (DoFs) is essential in inverse blocked force calculation. Including too many degrees-of-freedom in the computation can lead to overfitting, resulting in inaccurate force estimations and poor prediction quality. The discrepancy arises from errors within the dataset, such as measurement noise or other artifacts. This article presents a solution to the overfitting problem, introducing the X-DoF procedure to automatically identify the relevant subset of blocked force degrees-of-freedom. Its effectiveness is showed through numerical and experimental validation and compared against regularization techniques. | |
| publisher | The American Society of Mechanical Engineers (ASME) | |
| title | X-DoF: Automatic Degree-of-Freedom Subset Selection for Inverse Blocked Force Characterization | |
| type | Journal Paper | |
| journal volume | 147 | |
| journal issue | 1 | |
| journal title | Journal of Vibration and Acoustics | |
| identifier doi | 10.1115/1.4067081 | |
| journal fristpage | 11002-1 | |
| journal lastpage | 11002-10 | |
| page | 10 | |
| tree | Journal of Vibration and Acoustics:;2024:;volume( 147 ):;issue: 001 | |
| contenttype | Fulltext | |