Aparna Sinha

According to our database, Aparna Sinha authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Fault-See-Through: An Explainable AI Approach for Edge-Assisted Electrical Fault Diagnosis in 3-φ Generators Using Vibration Signal.

Anmol Agrawal, Aparna Sinha, Debanjan Das

SN Comput. Sci., October, 2025

2024

LSTM-Autoencoder-Based Interpretable Predictive Maintenance Framework for Industrial Systems.

Anmol Agrawal, Aparna Sinha, Debanjan Das

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2023

An Intelligent Fault Detection Framework for HVAC Systems with Alert Generation.

Aparna Sinha, Akanksha Singh Pandaw, Debanjan Das

SN Comput. Sci., September, 2023

nCare: Fault-aware edge intelligence for rendering viable sensor nodes.

Aparna Sinha, Deepraj Chowdhury, Sandeep Sharma, Yashasva Raj Sherke, Debanjan Das

Internet Things, April, 2023

DELiB: Deep Extreme Learning-Based Health Estimation for Lithium-ion Battery.

Murukuri S. V. S. V. Vasanth, Paul Akash Gunturu, Aparna Sinha, Debanjan Das

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Machine Learning-based Explainable Stator Fault Diagnosis in Induction Motor using Vibration Signal.

Aparna Sinha, Debanjan Das

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

2022

iThing: Designing Next-Generation Things With Battery Health Self-Monitoring Capabilities for Sustainable IIoT.

Aparna Sinha, Debanjan Das, Venkanna Uduthalapally, Saraju P. Mohanty

IEEE Trans. Instrum. Meas., 2022

On-board Battery Health Prediction in Sensor Node for Sustainable IoT.

Aparna Sinha, Debanjan Das

Proceedings of the IEEE International Symposium on Smart Electronic Systems, 2022

2021

iThing: Designing Next-Generation Things with Battery Health Self-Monitoring Capabilities for Sustainable IoT in Smart Cities.

Aparna Sinha, Debanjan Das, Venkanna Udutalapally, Mukil Kumar Selvarajan, Saraju P. Mohanty

CoRR, 2021