Publications

A curated list of our publications.

Data Driven Approaches for Diagnosis of Incipient Faults in Electric Motors

IEEE Transactions on Industrial Informatics

Sai Munikoti, Laya Das, Balasubramaniam Natarajan, Babji Srinivasan
2019
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On developing a framework for detection of oscillations in data

ISA Transactions

Mohd Faheem Ullah, Laya Das, Sweta Parmar, Raghunathan Rengaswamy, Babji Srinivasan
2019
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A Framework for Efficient Information Aggregation in Smart Grid

IEEE Transactions on Industrial Informatics

Amit Joshi, Laya Das, Balasubramaniam Natarajan, Babji Srinivasan
2018
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A novel approach for benchmarking and assessing the performance of state estimators

ISA Transactions

Laya Das, Gaurav Kumar, Raghunathan Rengaswamy, Babji Srinivasan
2018
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Random forest-based robust classification for lithographic hotspot detection

Journal of Micro/Nanolithography, MEMS, and MOEMS

Rohit Dawar, Samit Barai, Pardeep Kumar, Babji Srinivasan, Nihar R. Mohapatra
2019
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Data Mining and Control Loop Performance Assessment: The Multivariate Case

AIChE

Laya Das, Raghunathan Rengaswamy, Babji Srinivasan
2017
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A novel framework for integrating data mining with control loop performance assessment

AIChE Journal

Laya Das, Babji Srinivasan, Raghunathan Rengaswamy
2015