Janani Shruti Rapur

Prediction of flow blockages and impending cavitation in centrifugal pumps using Support Vector Machine (SVM) algorithms based on vibration measurements

Asish Kumar Panda, Janani Shruti Rapur, Rajiv Tiwari · Measurement · 2018 · 134 citations

Cavitating Flow, Support Vector Machine, Engineering +6

Automation of multi-fault diagnosing of centrifugal pumps using multi-class support vector machine with vibration and motor current signals in frequency domain

Janani Shruti Rapur, Rajiv Tiwari · Journal of the Brazilian Society of Mechanical Sciences and Engineering · 2018 · 60 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

Experimental fault diagnosis for known and unseen operating conditions of centrifugal pumps using MSVM and WPT based analyses

Janani Shruti Rapur, Rajiv Tiwari · Measurement · 2019 · 59 citations

Fault Diagnosis, Condition Monitoring, Engineering +6

On-line Time Domain Vibration and Current Signals Based Multi-fault Diagnosis of Centrifugal Pumps Using Support Vector Machines

Janani Shruti Rapur, Rajiv Tiwari · Journal of Nondestructive Evaluation · 2018 · 51 citations

Current Signals, Fault Diagnosis, Condition Monitoring +8

Experimental Time-Domain Vibration-Based Fault Diagnosis of Centrifugal Pumps Using Support Vector Machine

Janani Shruti Rapur, Rajiv Tiwari · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering · 2016 · 38 citations

Fault Diagnosis, Condition Monitoring, Suction Blockage +13