A comparison of accelerometer and piezofilm-based force balances for hypersonic shock tunnels
| Autor: | Soumya Ranjan Nanda, Niranjan Sahoo, Vinayak Kulkarni, Viren Menezes |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
Physics
020301 aerospace & aeronautics Adaptive neuro fuzzy inference system Hypersonic speed Mechanical Engineering Hypersonic flow Expansion tunnel Aerospace Engineering 02 engineering and technology Mechanics Force balance Accelerometer Shock (mechanics) 020303 mechanical engineering & transports 0203 mechanical engineering |
| Zdroj: | Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering. 233:5310-5320 |
| ISSN: | 2041-3025 0954-4100 |
| DOI: | 10.1177/0954410019845200 |
| Popis: | A blunt double-cone model, equipped with a three-component accelerometer or piezofilm-based force balance system, is tested in the IITB-Shock Tunnel at 0 º and 10 º angle of inclinations during force measurement experiments. Conventional accelerometer force balance theory and soft computing-based adaptive neuro fuzzy inference system have been adopted to recover the axial and normal forces. In order to arrive at the time varying forces, these balances are calibrated using impulse hammer tests at single or multiple points. Necessity of multipoint calibration has also been demonstrated during recovery of forces for both the balances. Genetic algorithm in conjunction with adaptive neuro fuzzy inference system has been implemented herein to train the system for force prediction. Encouraging agreement has been noted between the predictions made using accelerometer force balance theory and adaptive neuro fuzzy inference system-based recovery of forces from accelerometer and piezofilm balances. Thus, present studies not only provide the methodology for calibration and implementation of piezofilm based force measurement, but also recommend its usage in short duration impulse facilities. |
| Databáze: | OpenAIRE |
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