PI Observer for Actuator Fault Estimation in a Distillation Process: A Descriptor Approach

被引:0
|
作者
Flores-Montiel, Marlem [1 ,2 ]
Astorga-Zaragoza, Carlos Manuel [1 ]
Osorio-Gordillo, Gloria Lilia [1 ]
Vargas-Mendez, Rodolfo Amalio [1 ]
Najera-Medina, Porfirio-Roberto [2 ]
Gomez-Cardenas, Angelica [2 ]
机构
[1] Tecnol Nacl Mexico, CENIDET, Cuernavaca 62490, Mexico
[2] Tecnol Nacl Mexico Campus, Inst Tecnol Cuautla, Yecapixtla 62826, Mexico
来源
IEEE ACCESS | 2024年 / 12卷
关键词
Observers; Actuators; Mathematical models; Estimation; Distillation equipment; Differential equations; Nonlinear systems; Actuator fault estimation; distillation process; PI observer; descriptor LPV systems; PROPORTIONAL-INTEGRAL OBSERVER; SLIDING-MODE; SINGULAR SYSTEMS; TOLERANT CONTROL; DESIGN; RECONSTRUCTION; COLUMNS;
D O I
10.1109/ACCESS.2024.3420873
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a Proportional-Integral observer (PIO) that allows simultaneous states and unknown input estimation. The goal of this observer is to perform actuator fault estimation for a distillation process by using a simplified mathematical model. This model describes the intrinsic physical characteristics of the process through a descriptor Linear Parameter Varying (LPV) approach. The stability of the observer is analyzed through a Lyapunov stability theory. The proposed scheme estimates a fault in a peristaltic pump that feeds the distillation column. The main contribution is demonstrating the generalization of the descriptor LPV approach, expanding the potential applications of modern control strategies for fault estimation in nonlinear processes, especially in distillation plants.
引用
收藏
页码:91556 / 91567
页数:12
相关论文
共 50 条
  • [1] Reset Unknown Input Observer for robust actuator and sensor fault estimation based on a descriptor system approach
    Hosseini, Iman
    Karami, Abbas
    Fiacchini, Mirko
    [J]. EUROPEAN JOURNAL OF CONTROL, 2024, 77
  • [2] Fault Estimation Observer Design for Descriptor Switched Systems With Actuator and Sensor Failures
    Chen, Liheng
    Zhao, Yuxin
    Fu, Shasha
    Liu, Ming
    Qiu, Jianbin
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2019, 66 (02) : 810 - 819
  • [3] Actuator fault estimation based adaptive polytopic observer for a class of LPV descriptor systems
    Rodrigues, M.
    Hamdi, H.
    Theilliol, D.
    Mechmeche, C.
    Braiek, N. BenHadj
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2015, 25 (05) : 673 - 688
  • [4] Application of descriptor approaches in design of PD observer-based actuator fault estimation
    Filasova, Anna
    Krokavec, Dusan
    Serbak, Vladimir
    [J]. ARCHIVES OF CONTROL SCIENCES, 2015, 25 (01): : 51 - 64
  • [5] Descriptor Approach to Unknown Input PI Observer Design: application to fault detection
    Pasand, M. M. Share
    Taghirad, H. D.
    [J]. INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2010), 2010, : 600 - 604
  • [6] Actuator Fault Estimation and Compensation based on an Augmented State Observer Approach
    Patton, R. J.
    Klinkhieo, S.
    [J]. PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 8482 - 8487
  • [7] An Adaptive Fuzzy Approach to Fault Estimation Observer Design With Actuator Fault and Digital Communication
    Chen, Liheng
    Fu, Shasha
    Qiu, Jianbin
    Feng, Zhiguang
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (08) : 5048 - 5058
  • [8] A switched LPV observer for actuator fault estimation
    Nguyen, M. Q.
    Sename, O.
    Dugard, L.
    [J]. IFAC PAPERSONLINE, 2015, 48 (26): : 194 - 199
  • [9] Actuator fault estimation for a class of nonlinear descriptor systems
    Wang, Zhenhua
    Shen, Yi
    Zhang, Xiaolei
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2014, 45 (03) : 487 - 496
  • [10] Actuator fault estimation observer design for discrete-time linear parameter-varying descriptor systems
    Wang, Zhenhua
    Rodrigues, Mickael
    Theilliol, Didier
    Shen, Yi
    [J]. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2015, 29 (02) : 242 - 258