Robust Sensor Fault Detection for a Single-Phase Pulse Width Modulation Rectifier

被引:3
|
作者
Ndabarushimana, Egone [1 ]
Ma, Lei [1 ]
机构
[1] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu 611756, Peoples R China
基金
美国国家科学基金会;
关键词
single-phase PWM rectifier; fault detection; residual; unknown input observers; TOLERANT CONTROL; PWM RECTIFIER; DIAGNOSIS; OBSERVER; SYSTEMS;
D O I
10.3390/electronics12112366
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Maintaining safe and efficient operation in a single-phase pulse width modulation (PWM) rectifier that employs current sensors relies heavily on accurate sensor readings. However, several factors such as environmental conditions, aging, or damage can lead to sensor faults. Therefore, it is imperative to implement robust fault detection methods to ensure reliable system operation. The use of unknown input observer techniques is one such method that involves analyzing the differences between actual and estimated states to detect and identify faults in the system. This paper presents the development of a fault detection method that employs an unknown input observer with high sensitivity to faults and disturbance rejection to achieve robust fault detection. The method involves modeling the system as a state-space model and designing an observer to estimate the system's state variables based on input and output measurements. The deviations between the actual and estimated states are then analyzed to detect and identify sensor faults, without the need for additional hardware, making it a cost-effective solution. Hardware-in-the-loop tests confirm the effectiveness of the proposed method.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Selective Harmonic Elimination Pulse Width Modulation in Single-Phase Modular MultiLevel Converter
    Harchegani, Abbas Kiani
    Iman-Eini, Hossein
    2015 6TH POWER ELECTRONICS, DRIVES SYSTEMS & TECHNOLOGIES CONFERENCE (PEDSTC), 2015, : 346 - 351
  • [22] A New Single-Phase Symmetrical Multilevel Inverter Topology with Pulse Width Modulation Techniques
    Gupta, Shubham Kumar
    Saxena, Anurag
    Agrawal, Nikhil
    Verma, Rishabh Kumar
    Arya, Kuldeep
    Rai, Anand
    Singh, Ankit
    COGNITIVE INFORMATICS AND SOFT COMPUTING, 2020, 1040 : 611 - 620
  • [23] Nonlinear dynamics control in single-phase inverter with sinusoidal pulse-width modulation
    Andriyanov, A. I.
    Mikhal'tsov, D. Yu
    INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING, AUTOMATION AND CONTROL SYSTEMS 2015 (MEACS2015), 2016, 124
  • [24] Research on Online Fault Diagnosis Method for Single-Phase Two-Level Pulse Rectifier
    Yu, Jiangle
    Gou, Bin
    PROCEEDINGS OF 2023 INTERNATIONAL CONFERENCE ON WIRELESS POWER TRANSFER, VOL 4, ICWPT 2023, 2024, 1161 : 55 - 62
  • [25] A Robust Online Series Arc Fault Detection for Single-Phase Systems
    Reji, G.
    Selvajyothi, K.
    Raja, B.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 74
  • [26] A Data-Driven Method for Current Sensor Fault Diagnosis in Single-Phase PWM Rectifier
    Xia, Yang
    Gou, Bin
    Xu, Yan
    2019 9TH INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES), 2019,
  • [27] Unified fault diagnosis method for IGBT and current sensor in single-phase cascaded NPC rectifier
    Jin M.
    Ge X.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2022, 42 (03): : 97 - 103
  • [28] Fractional-Order Modeling and Steady-State Analysis of Single-Phase Quasi-Z-Source Pulse Width Modulation Rectifier
    Zhu, Xiaoquan
    Chen, Ziwen
    Zhang, Bo
    IEEE ACCESS, 2024, 12 : 124141 - 124159
  • [29] State Observer-Based Sensor Fault Detection and Isolation, and Fault Tolerant Control of a Single-Phase PWM Rectifier for Electric Railway Traction
    Ben Youssef, Ahlem
    El Khil, Sejir Khojet
    Slama-Belkhodja, Ilhem
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2013, 28 (12) : 5842 - 5853
  • [30] Model Predictive Power Control of Single-phase Pulse Rectifier Based on Double Compensation Phase Detection
    Song Z.
    Huang L.
    Xiong C.
    Guan Z.
    Dianwang Jishu/Power System Technology, 2020, 44 (10): : 3983 - 3990