Data-Driven Design of Fault Diagnosis Systems (eBook, PDF)

Nonlinear Multimode Processes

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In many industrial applications early detection and diagnosis of abnormal behavior of the plant is of great importance. During the last decades, the complexity of process plants has been drastically increased, which imposes great challenges in development of model-based monitoring approaches and it sometimes becomes unrealistic for modern large-scale processes.The main objective of Adel Haghani Abandan Sari is to study e¿cient fault diagnosis techniques for complex industrial systems using process historical data and considering the nonlinear behavior of the process. To this end, di¿erent me...

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