Fault diagnosis Of anaerobic digester system using nonlinear state estimator: application to India's largest dairy unit

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dc.contributor.author Rani, Mallavarappu Deepika
dc.contributor.author Das, Laya
dc.contributor.author Srinivasan, Babji
dc.date.accessioned 2017-05-23T07:27:43Z
dc.date.available 2017-05-23T07:27:43Z
dc.date.issued 2017-03-21
dc.identifier.citation Rani, M. D., Das, L., & Srinivasan, B. (2017). Fault Diagnosis of Anaerobic Digester System Using Nonlinear State Estimator: Application to India’s Largest Dairy Unit. In G. Mannina (Ed.), Frontiers in Wastewater Treatment and Modelling (Vol. 4, pp. 272–277). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-58421-8_43 en_US
dc.identifier.isbn 9783319584218
dc.identifier.uri https://repository.iitgn.ac.in/handle/123456789/2940
dc.identifier.uri http://dx.doi.org/10.1007/978-3-319-58421-8_43
dc.description.abstract The complex biochemical processes along with uncertain load disturbances in anaerobic digesters (AD) lead to frequent upsets and poor performance of the overall system. Several techniques have been proposed in the literature to address fault detection and isolation in the anaerobic digester. However, these methods do not provide information about the internal states of the system and use expert and heuristics for fault isolation. In this work, we first developed a first principle based model of the AD unit at one of India’s largest dairy and validated using experimental results. Subsequently, we used this model to demonstrate the applicability of nonlinear state estimation approaches for fault diagnosis. en_US
dc.description.statementofresponsibility by Mallavarappu Deepika Rani, Laya Das and Babji Srinivasan
dc.language.iso en_US en_US
dc.publisher Spriger en_US
dc.subject Anaerobic digestion en_US
dc.subject State estimation en_US
dc.subject Fault diagnosis en_US
dc.title Fault diagnosis Of anaerobic digester system using nonlinear state estimator: application to India's largest dairy unit en_US
dc.type Book chapter en_US


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