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International Journal of Control Volume 87, 2014 - Issue 7: Applications of Continuous-Time Model Identification and Estimation
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Original Articles

The advantages of directly identifying continuous-time transfer function models in practical applications

Hugues GarnierUniversity of Lorraine, CRAN, UMR 7039, 2 rue Jean Lamour, 54519Vandœuvre-les-Nancy, France;CNRS, CRAN, UMR7039, FranceCorrespondence[email protected]
&
Peter C. YoungSystems and Control Group, Lancaster Environment Centre, Lancaster University, Bailrigg, Lancaster, LancashireLA1 4YW, UK;Integrated Catchment Assessment and Management Centre, Australian National University College of Medicine, Biology & Environment, Canberra, ACT, Australia
Pages 1319-1338 | Received 14 Mar 2013, Accepted 27 Aug 2013, Published online: 04 Dec 2013

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Rodrigo A. González, Cristian R. Rojas, Siqi Pan & James S. Welsh. (2023) Refined instrumental variable methods for unstable continuous-time systems in closed-loop. International Journal of Control 96:10, pages 2527-2541.
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Dario Piga. (2020) Finite-horizon integration for continuous-time identification: bias analysis and application to variable stiffness actuators. International Journal of Control 93:10, pages 2378-2391.
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Jonas Linder & Martin Enqvist. (2017) Identification of systems with unknown inputs using indirect input measurements. International Journal of Control 90:4, pages 729-745.
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Yangsheng Hu, Yuan Fan, Yiheng Wei, Yong Wang & Qing Liang. (2016) Subspace-based continuous-time identification of fractional order systems from non-uniformly sampled data. International Journal of Systems Science 47:1, pages 122-134.
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Articles from other publishers (61)

Rodrigo A. González, Koen Tiels & Tom Oomen. (2024) Kernel-based identification using Lebesgue-sampled data. Automatica 164, pages 111648.
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Augustus Elton, Rodrigo A. González, James S. Welsh, Cristian R. Rojas & Minyue Fu. (2023) Parametric Continuous-Time Blind System Identification. Parametric Continuous-Time Blind System Identification.
Enea Monzio Compagnoni, Anna Scampicchio, Luca Biggio, Antonio Orvieto, Thomas Hofmann & Josef Teichmann. (2023) On the effectiveness of Randomized Signatures as Reservoir for Learning Rough Dynamics. On the effectiveness of Randomized Signatures as Reservoir for Learning Rough Dynamics.
Javier G. Fontanet. (2023) Continuous-Time Model Identification of the Subglottal System. SSRN Electronic Journal.
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Rodrigo A. González, Cristian R. Rojas, Siqi Pan & James S. Welsh. (2023) On the Relation Between Discrete and Continuous-Time Refined Instrumental Variable Methods. IEEE Control Systems Letters 7, pages 2233-2238.
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Suraj Dudhe, Dharmendra Kumar Dheer & G. Lloyds Raja. (2023) Modeling and control of suction pressure in portable meconium aspirator system using fractional order IMC-PID controller and RDR techniques. Materials Today: Proceedings 80, pages 320-326.
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Augustus Elton, Rodrigo A. González, James S. Welsh, Tom Oomen & Cristian R. Rojas. (2023) Blind Nonparametric Estimation of SISO Continuous-time Systems. IFAC-PapersOnLine 56:2, pages 4222-4227.
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Rodrigo A. González, Angel L. Cedeño, María Coronel, Juan C. Agüero & Cristian R. Rojas. (2023) An EM Algorithm for Lebesgue-sampled State-space Continuous-time System Identification*. IFAC-PapersOnLine 56:2, pages 4204-4209.
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Rodrigo A. González, Koen Tiels & Tom Oomen. (2023) Identifying Lebesgue-sampled Continuous-time Impulse Response Models: A Kernel-based Approach*. IFAC-PapersOnLine 56:2, pages 4198-4203.
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Tim Martin, Thomas B. Schön & Frank Allgöwer. (2023) Guarantees for data-driven control of nonlinear systems using semidefinite programming: A survey. Annual Reviews in Control 56, pages 100911.
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Vlad Stefan Barbu, Guglielmo D’Amico & Andreas Makrides. (2022) A Continuous-Time Semi-Markov System Governed by Stepwise Transitions. Mathematics 10:15, pages 2745.
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Manas Mejari, Bojan Mavkov, Marco Forgione & Dario Piga. (2022) Direct identification of continuous-time LPV state-space models via an integral architecture. Automatica 142, pages 110407.
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Fengwei Chen & Peter C. Young. (2022) A simple robust method of fractional time-delay estimation for linear dynamic systems. Automatica 137, pages 110117.
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Rodrigo A. Gonzalez, Cristian R. Rojas, Siqi Pan & James S. Welsh. (2021) The SRIVC algorithm for continuous-time system identification with arbitrary input excitation in open and closed loop. The SRIVC algorithm for continuous-time system identification with arbitrary input excitation in open and closed loop.
Rodrigo A. González, Cristian R. Rojas, Siqi Pan & James S. Welsh. (2021) Consistent identification of continuous-time systems under multisine input signal excitation. Automatica 133, pages 109859.
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Jinming Sun, Yanqiu Huang, Wanli Yu & Alberto Garcia-Ortiz. (2021) Nonlinear System Identification: Prediction Error Method vs Neural Network. Nonlinear System Identification: Prediction Error Method vs Neural Network.
Peter C Young, P Geoffrey Allen & John T Bruun. (2021) A re-evaluation of the Earth’s surface temperature response to radiative forcing. Environmental Research Letters 16:5, pages 054068.
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Xiaoyu Liu, Jing Xun, Bin Ning & Cheng Wang. (2021) Braking process identification of high-speed trains for automatic train stop control. ISA Transactions 111, pages 171-179.
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Marco Forgione & Dario Piga. (2021) Continuous-time system identification with neural networks: Model structures and fitting criteria. European Journal of Control 59, pages 69-81.
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Manas Mejari, Bojan Mavkov, Marco Forgione & Dario Piga. (2021) An integral architecture for identification of continuous-time state-space LPV models. IFAC-PapersOnLine 54:8, pages 7-12.
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H. Garnier, M. Gilson, H. Muller & F. Chen. (2021) A new Graphical User Interface for the CONTSID toolbox for Matlab. IFAC-PapersOnLine 54:7, pages 397-402.
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Fengwei Chen, Peter C. Young, Hugues Garnier, Qijun Deng & Marian K. Kazimierczuk. (2020) Data-Driven Modeling of Wireless Power Transfer Systems With Multiple Transmitters. IEEE Transactions on Power Electronics 35:11, pages 11363-11379.
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Fengwei Chen, Arturo Padilla, Peter C. Young & Hugues Garnier. (2020) Data-Driven Modeling of Wireless Power Transfer Systems With Slowly Time-Varying Parameters. IEEE Transactions on Power Electronics 35:11, pages 12442-12456.
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Guoyang Cheng & Wentao Yu. (2020) A universal digital motion controller design for servo positioning mechanisms in industrial manufacturing. Robotics and Computer-Integrated Manufacturing 64, pages 101943.
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Siqi Pan, Rodrigo A. González, James S. Welsh & Cristian R. Rojas. (2020) Consistency analysis of the Simplified Refined Instrumental Variable method for Continuous-time systems. Automatica 113, pages 108767.
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J. Zambrano, J. Sanchis, J. M. Herrero & M. Martínez. (2020) A Unified Approach for the Identification of Wiener, Hammerstein, and Wiener–Hammerstein Models by Using WH-EA and Multistep Signals. Complexity 2020, pages 1-23.
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Fengwei Chen, Hugues Garnier, Qijun Deng, Marian K. Kazimierczuk & Xiangtao Zhuan. (2020) Control-Oriented Modeling of Wireless Power Transfer Systems With Phase-Shift Control. IEEE Transactions on Power Electronics 35:2, pages 2119-2134.
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Bojan Mavkov, Marco Forgione & Dario Piga. (2020) Integrated Neural Networks for Nonlinear Continuous-Time System Identification. IEEE Control Systems Letters, pages 1-1.
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Xiaotong Xing, Jiandong Wang, Zijiang Yang & Poku Gyasi. (2020) Identification of Multiple First-Order Continuous-Time Dynamic Models From Special Segments in Historical Data. IEEE Access 8, pages 44879-44888.
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Mohammad-Reza Rahmani & Mohammad Farrokhi. (2020) Fractional-order Hammerstein state-space modeling of nonlinear dynamic systems from input–output measurements. ISA Transactions 96, pages 177-184.
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Rodrigo A. González, James S. Welsh & Cristian R. Rojas. (2020) Enforcing stability through ellipsoidal inner approximations in the indirect approach for continuous-time system identification. IFAC-PapersOnLine 53:2, pages 566-571.
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Valentin Pascu, Hugues Garnier, Lennart Ljung & Alexandre Janot. (2019) Benchmark problems for continuous-time model identification: Design aspects, results and perspectives. Automatica 107, pages 511-517.
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Mohammad‐Reza Rahmani & Mohammad Farrokhi. (2019) Robust identification of MISO neuro‐fractional‐order Hammerstein systems. International Journal of Robust and Nonlinear Control 29:7, pages 2137-2148.
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Venkata Goutham Polisetty, Santhosh Kumar Varanasi & Phanindra Jampana. (2019) Error Bounds for Identification of a Class of Continuous LTI Systems. IFAC-PapersOnLine 52:1, pages 418-423.
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Fengwei Chen, Hugues Garnier, Marion Gilson & Xiangtao Zhuan. (2018) Frequency domain identification of continuous-time output-error models with time-delay from relay feedback tests. Automatica 98, pages 180-189.
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Mohammad-Reza Rahmani & Mohammad Farrokhi. (2017) Identification of neuro-fractional Hammerstein systems: a hybrid frequency-/time-domain approach. Soft Computing 22:24, pages 8097-8106.
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Huong Ha, James S. Welsh & Mazen Alamir. (2018) Useful redundancy in parameter and time delay estimation for continuous-time models. Automatica 95, pages 455-462.
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Fengwei Chen, Xiangtao Zhuan, Hugues Garnier & Marion Gilson. (2018) Issues in separable identification of continuous-time models with time-delay. Automatica 94, pages 258-273.
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Missie Aguado‐Rojas, Paul Maya‐Ortiz & Gerardo Espinosa‐Pérez. (2018) On‐line estimation of switched reluctance motor parameters. International Journal of Adaptive Control and Signal Processing 32:6, pages 950-966.
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Peter C. Young. (2018) Data-based mechanistic modelling and forecasting globally averaged surface temperature. International Journal of Forecasting 34:2, pages 314-335.
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H. Garnier & M. Gilson. (2018) CONTSID: a Matlab toolbox for standard and advanced identification of black-box continuous-time models. IFAC-PapersOnLine 51:15, pages 688-693.
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Yunfeng Jiang, Bing Xia, Xin Zhao, Truong Nguyen, Chris Mi & Raymond A. de Callafon. (2017) Data-based fractional differential models for non-linear dynamic modeling of a lithium-ion battery. Energy 135, pages 171-181.
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Ashraf Mostafa & Manohar Das. (2017) A Study of Recursive Techniques for Robust Identification of Time-Varying Electrical Equivalent Circuit Models of Li-Ion Batteries. International Journal of Handheld Computing Research 8:3, pages 52-74.
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Ashraf Mostafa & Manohar Das. (2017) Robust identification of time-varying electrical equivalent circuit models of Li-ion batteries. Robust identification of time-varying electrical equivalent circuit models of Li-ion batteries.
Fengwei Chen, Marion Gilson, Hugues Garnier & Tao Liu. (2017) Robust time-domain output error method for identifying continuous-time systems with time delay. Systems & Control Letters 102, pages 81-92.
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Feng-wei Chen & Tao Liu. (2017) Iterative identification of discrete-time output-error model with time delay. Journal of Central South University 24:3, pages 647-654.
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Fengwei Chen, Hugues Garnier, Marion Gilson, Juan C. Agüero & Tao Liu. (2017) Refined instrumental variable parameter estimation of continuous‐time Box–Jenkins models from irregularly sampled data. IET Control Theory & Applications 11:2, pages 291-300.
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Valentin Pascu, Hugues Garnier, Lennart Ljung & Alexandre Janot. (2016) Developments towards formalizing a benchmark for continuous-time model identification. Developments towards formalizing a benchmark for continuous-time model identification.
Huong Ha & James S. Welsh. (2016) Parameter and delay estimation of continuous-time models utilizing multiple filtering. Parameter and delay estimation of continuous-time models utilizing multiple filtering.
Bing Xia, Xin Zhao, Raymond de Callafon, Hugues Garnier, Truong Nguyen & Chris Mi. (2016) Accurate Lithium-ion battery parameter estimation with continuous-time system identification methods. Applied Energy 179, pages 426-436.
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Huong Ha & James S. Welsh. (2015) Model order selection for continuous time instrumental variable methods using regularization. Model order selection for continuous time instrumental variable methods using regularization.
Hugues Garnier. (2015) Direct continuous-time approaches to system identification. Overview and benefits for practical applications. European Journal of Control 24, pages 50-62.
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Peter C. Young. (2015) Refined instrumental variable estimation: Maximum likelihood optimization of a unified Box–Jenkins model. Automatica 52, pages 35-46.
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Fengwei Chen, Hugues Garnier & Marion Gilson. (2015) Robust identification of continuous-time models with arbitrary time-delay from irregularly sampled data. Journal of Process Control 25, pages 19-27.
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Padilla A.Garnier H.Gilson M.. (2015) Version 7.0 of the CONTSID toolbox. IFAC-PapersOnLine 48:28, pages 757-762.
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Yangsheng HU, Yi DAI, Qing LIANG & Yong WANG. (2015) Subspace-based Continuous-time Model Identification Using Nuclear Norm Minimization. IFAC-PapersOnLine 48:28, pages 338-343.
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Sunil Deshpande, Naresh N. Nandola, Daniel E. Rivera & Jarred W. Younger. (2014) Optimized treatment of fibromyalgia using system identification and hybrid model predictive control. Control Engineering Practice 33, pages 161-173.
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Sunil Deshpande, Daniel E. Rivera, Jarred W. Younger & Naresh N. Nandola. (2014) A control systems engineering approach for adaptive behavioral interventions: illustration with a fibromyalgia intervention. Translational Behavioral Medicine 4:3, pages 275-289.
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Hugues Garnier, Robert R. Bitmead & Raymond A. de Callafon. (2014) Direct continuous-time model identification of high-powered light-emitting diodes from rapidly sampled thermal step response data. IFAC Proceedings Volumes 47:3, pages 6430-6435.
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Rongzhi Cui, Zongyang Li, Yiheng Wei & Yong Wang. (2018) Subspace-Based Fractional Order Systems Identification in Presence of Outliers. SSRN Electronic Journal.
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