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J-GLOBAL ID:202002276377442867   Reference number:20A0659393

Modeling and sensorless tension control of SMA actuator using GRU

GRUを用いたSMAアクチュエータのモデル化とセンサレス張力制御
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Volume: 86  Issue: 882  Page: ROMBUNNO.19-00143(J-STAGE)  Publication year: 2020 
JST Material Number: U0182B  ISSN: 2187-9761  Document type: Article
Article type: 原著論文  Country of issue: Japan (JPN)  Language: JAPANESE (JA)
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Design,manufacturing,and components of robots 
Reference (14):
  • Brinson, L. C., One-dimensional constitutive behavior of shape memory alloy: Thermomechanical derivation with non-constant material functions and redefined Martensite internal variable, Journal of the Intelligent Material System and structure, Vol.4 (1993), pp.229-242.
  • Cho, K., Van, B. M., Gulcehre, C., Bahdanau, D., Bougares, F., Schwenk, H. and Bengio, Y., Learning phrase representations using rnn encoder decoder for statistical machine translation (2014), arXiv preprint arXiv:1406.1078.
  • Fathi, A. and Mozaffari, A., Modeling a shape memory alloy actuator using an evolvable recursive black-box and hybrid heuristic algorithms inspired based on the annual migration of salmons in nature, Applied Soft Computing, Vol.14, Part B(2014), pp.229-251.
  • Grant, D. and Hayward, V., Constrained force control of shape memory alloy actuators, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065), Vol.2 (2000), pp.1314-1320.
  • Homma, D., Development and application of function anisotropic shape memory alloy, Journal of the Japan Society for Precision Engineering, Vol.75, No.6 (2009), pp.690-694 (in Japanese).
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