A modified impact force measurement system based on a reconstruction method
The inaccurate solution of the force measurement comes from the lateral attenuation of loads on mechanical structure. To correct this inaccurate solution, the impact force acting on hammer are reconstructed by a Hybrid Grey-Genetic Algorithm (HGGA). This algorithm integrates a modeling process and an optimization process. A fractional order differential model is built from the observed impact force by using the Fractional Order Accumulated Generating Operation (FAGO) method. After that, the growth coefficients of this model are refined through the Genetic Algorithm (GA). This method is applied to modify an impact force measurement system. The effectiveness of the HGGA is experimentally validated by comparing with the classical force reconstruction model, which shows its superiority.
Authors
- Xiao Hu (ORCID: https://orcid.org/0000-0003-1128-4099)
- Zai Luo
- Yang Li (ORCID: https://orcid.org/0000-0003-4786-735X)
- Wensong Jiang
- Linzhen Shi (ORCID: https://orcid.org/0009-0008-0679-7192)
Institutions
- China Jiliang University (CN)
Publication Details
- Published
- 2024-09-13
- DOI
- https://doi.org/10.1117/12.3032505
- Primary Topic
- Engineering Applied Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00