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Miral Desai

7 papers indexed

openalexEngineering Research Express2026-07-01

Bayesian optimized ensemble artificial neural network approach for fault detection in photovoltaic solar cell for sustainable energy

Hiren Mewada, Miral Desai, L. Syam Sundar

Abstract Nowadays, a big photovoltaic (PV) farm is operating to use solar energy as a source of electricity. Finding and estimating electrical problems on these farms is crucial to ensure the system is reliable, extract the maximum energy from it, and minimize maintenance costs.…

Also available via: IOP Publishing

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openalexProcedia Computer Science2025-01-01

A Low Computational EEG-Based Hand Movements Classification Using a Restricted Boltzmann Machine for Brain-Computer Interface Applications

Hiren Mewada, Miral Desai, Ivan Miguel Pires

A non-invasive brain-computer interface is an innovative approach to a control device without physical execution. Electroen-cephalography (EEG) is the key for these applications. However, classifying EEG signals using fewer computational models is challenging for these applicatio…

Also available via: Elsevier BV

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openalexTransdisciplinary Journal of Engineering & Science2024-11-13Cited by 3

2024/00264 Harnessing Transdisciplinary Knowledge: Integrated Deep Learning Techniques for Accurate Tomato Leaf Disease Classification

Hiren Mewada, L. Syam Sundar, Miral Desai, Mohammed Nayeemuddin

The study proposes a transdisciplinary approach integrating knowledge from fields such ascomputer science, botany, and data science to classifying leaf diseases. We integrated two deep-learningmodels that combine the strengths of the Inception network and the ResNet architecture…

Also available via: Transdisciplinary Journal of Engineering & Science

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openalexTransdisciplinary Journal of Engineering & Science2024-07-02Cited by 6

A Lightweight Sequential Convolutional Neural Network for Smart Grid Stability Analysis

Hiren Mewada, L. Syam Sundar, Bimal Patel, Miral Desai, Adil H. Khan

A Smart grid stability analysis is essential for ensuring modern power systems' reliable and secure operation. This approach helps identify potential instabilities and disturbances that can lead to blackouts or equipment failures. By analyzing the stability of the grid, operators…

Also available via: Transdisciplinary Journal of Engineering & Science

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openalexProcedia Computer Science2024-01-01Cited by 11

Evaluating the Performance of the YOLO Object Detection Framework on COCO Dataset and Real-World Scenarios

Miral Desai, Hiren Mewada, Ivan Miguel Pires, Sparsh Roy

Object detection is one of the cutting-edge tools of computer vision to present the content of an image or video frame. Object recognition describes the entire scene in the frame. So many sophisticated algorithms are available to detect and recognize the object in the frame. The…

Also available via: Elsevier BV

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openalexPeerJ Computer Science2023-01-13Cited by 28

A novel approach for yoga pose estimation based on in-depth analysis of human body joint detection accuracy

Miral Desai, Hiren Mewada

Virtual motion and pose from images and video can be estimated by detecting body joints and their interconnection. The human body has diverse and complicated poses in yoga, making its classification challenging. This study estimates yoga poses from the images using a neural netwo…

Also available via: PeerJ, Inc.

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