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A Descriptor System Approach of Sensor Fault State Estimation for Sampled-data Systems

A Descriptor System Approach of Sensor Fault State Estimation for Sampled-data Systems
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摘要 This paper proposes a fault estimation method for sampled data systems with sensor faults. The sampled data system is firstly discretized to obtain a discrete time model. Then a descriptor system is constructed to describe the discretized system with sensor faults. Based on the descriptor system representation a bank of observers are designed to isolate and estimate the sensor faults. These observers can be synthesized by the linear matrix inequality (LMI) technique and sufficient conditions for the existence of these observers are derived. Finally the effectiveness is ascertained by an aircraft simulation example which is in the proposed method. This paper proposes a fault estimation method for sampled-data systems with sensor faults. The sampled-data system is firstly discretized to obtain a discrete-time model. Then a descriptor system is constructed to describe the discretized system with sensor faults. Based on the descriptor system representation, a bank of observers are designed to isolate and estimate the sensor faults. These observers can be synthesized by the linear matrix inequality(LMI) technique, and sufficient conditions for the existence of these observers are derived. Finally, the effectiveness is ascertained by an aircraft simulation example, which is in the proposed method.
出处 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2019年第5期60-66,共7页 哈尔滨工业大学学报(英文版)
基金 Sponsored by the National Natural Science Foundation of China(Grant No.61004038)
关键词 FAULT isolation and estimation SAMPLED-DATA SYSTEM DESCRIPTOR SYSTEM linear matrix INEQUALITY (LMI) fault isolation and estimation sampled-data system descriptor system linear matrix inequality(LMI)
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