Performance evaluation of LSTM and Bi-LSTM using non-convolutional features for blockage detection in centrifugal pump. - Nagendra Singh Ranawat; Jatin Prakash; Ankur Miglani; Pavan Kumar Kankar (Eng. Appl. Artif. Intell., 2023)

Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models. - Nagendra Singh Ranawat; Jatin Prakash; Ankur Miglani; Pavan Kumar Kankar (J. Comput. Inf. Sci. Eng., 2023)

InceptionV3 based blockage fault diagnosis of centrifugal pump. - Deepak Kumar; Nagendra Singh Ranawat; Pavan Kumar Kankar; Ankur Miglani (Adv. Eng. Informatics, 2025)