Optimal discrete-time Prony series fitting method for viscoelastic materials

被引:24
作者
Barrientos, Eva [1 ]
Pelayo, Fernandez [1 ]
Noriega, Alvaro [1 ]
Jesus Lamela, Maria [1 ]
Fernandez-Canteli, Alfonso [1 ]
Tanaka, Eiji [2 ]
机构
[1] Univ Oviedo, Dept Construct & Mfg Engn, Oviedo, Spain
[2] Tokushima Univ, Grad Sch, Inst Biomed Sci, Dept Orthodont & Dentofacial Orthoped, Tokushima, Japan
关键词
Viscoelastic; Prony series; Optimization; Relaxation; Soft materials; Viscoelastic behaviour; TEMPOROMANDIBULAR-JOINT DISC; GENERATING LINE SPECTRA; EXPERIMENTAL RESPONSES; RELAXATION; LAW;
D O I
10.1007/s11043-018-9394-z
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Viscoelastic models based on Prony series are usually used due to easy implementation in finite element analysis codes. The experimental data are fitted to a Prony series using a user-chosen number of terms represented by two coefficients. The time coefficients i are previously fixed in the time scale to determine the second parameter of the model. Usually, a homogeneous distribution in the logarithmic-time scale is used for i. When short-time curves must be fitted or the relaxation curve shape is not uniformly distributed in time, the homogeneous distribution of time coefficients could be a significant drawback, since a large number of coefficients might be needed or even a reasonable fitting is not possible.In this study, an optimized i distribution method for fitting master curves of viscoelastic materials based on Prony series model is proposed. The method is based on an optimization algorithm strategy to allocate the time coefficients along the time scale to obtain the best fit. The method is validated by using experimental data of temporomandibular joint disc, which presents a short-time and high relaxation rate viscoelastic curve. The method improves significantly the fitting of the viscoelastic curves when compared with uniformly distributed time fittings.Furthermore, the optimized coefficients are also used to obtain the complex moduli of the material using an analytical conversion, which are then compared with the experimental complex moduli curves of the material.
引用
收藏
页码:193 / 206
页数:14
相关论文
共 50 条
  • [31] Optimal Output Regulation of Linear Discrete-Time Systems With Unknown Dynamics Using Reinforcement Learning
    Jiang, Yi
    Kiumarsi, Bahare
    Fan, Jialu
    Chai, Tianyou
    Li, Jinna
    Lewis, Frank L.
    IEEE TRANSACTIONS ON CYBERNETICS, 2020, 50 (07) : 3147 - 3156
  • [32] Discrete-time mean variance optimal control of linear systems with Markovian jumps and multiplicative noise
    Costa, O. L. V.
    Okimura, R. T.
    INTERNATIONAL JOURNAL OF CONTROL, 2009, 82 (02) : 256 - 267
  • [33] Strategic Joining Behaviors and Optimal Control for Discrete-Time Passenger-Taxi Matching Queues
    Moon, Sung Dong
    Lee, Doo Ho
    INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS, 2019, 18 (02): : 234 - 244
  • [34] A Three-Step Interval Estimation Method for Discrete-Time Linear Switched Systems
    Wang, Zhenhua
    Liu, Xinyang
    Raissi, Tarek
    Shen, Yi
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2025,
  • [35] Hidden invariant convexity for global and conic-intersection optimality guarantees in discrete-time optimal control
    Baayen, Jorn H.
    Postek, Krzysztof
    JOURNAL OF GLOBAL OPTIMIZATION, 2022, 82 (02) : 263 - 281
  • [36] Optimistic planning for the near-optimal control of nonlinear switched discrete-time systems with stability guarantees
    Granzotto, Mathieu
    Postoyan, Romain
    Busoniu, Lucian
    Nesic, Dragan
    Daafouz, Jamal
    2019 IEEE 58TH CONFERENCE ON DECISION AND CONTROL (CDC), 2019, : 3405 - 3410
  • [37] Unified Solutions to Optimal Fuzzy Observer-Based Fault Detection for Discrete-Time Nonlinear Systems
    Li, Linlin
    Zhang, Haili
    Ding, Steven X.
    Qiao, Liang
    Peng, Kaixiang
    Peng, Xin
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (04) : 1991 - 2004
  • [38] Event-Triggered Optimal Control for Discrete-Time Switched Nonlinear Systems With Constrained Control Input
    Han, Xiumei
    Zhao, Xudong
    Sun, Tao
    Wu, Yuhu
    Xu, Ning
    Zong, Guangdeng
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (12): : 7850 - 7859
  • [39] A Discrete-time MILP Formulation for the Optimal Scheduling of Maintenance Tasks on Oil and Gas Wells and Surface Facilities
    Achkar, Victoria G.
    Cafiaro, Vanina G.
    Mendez, Carlos A.
    Cafaro, Diego C.
    29TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, PT A, 2019, 46 : 727 - 732
  • [40] Optimal finite-precision state-estimate feedback controller realizations of discrete-time systems
    Wu, J
    Chen, S
    Li, G
    Chu, J
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 45 (08) : 1550 - 1554