IJAMSR - INTERNATIONAL JOURNAL OF ADVANCED MULTIDISCIPLINARY SCIENTIFIC RESEARCH

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IJAMSR associated with CrossRef DOI, IJAMSR DOI: https://doi.org/10.31426/ijamsr and Index Copernicus International ( ICI)
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Call for Papers Nov-2025

Paper Submission: 25-Nov-2025

Publication: 30-Nov-2025

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Past Issues

Design and Implementation of a Deep Learning Framework for Fault Detection and Localization in Wireless Sensor Networks Using CNN in MATLAB Environment

Vaishali Chauhan, Dr. Sumit Kumar Gupta

CrossRef DOI : 10.31426/ijamsr.2025.8.6.8411

CrossRef DOI URL : https://doi.org/10.31426/ijamsr.2025.8.6.8411

Download PDF Google Search Abstract

This study presents a deep learning-based fault detection and localization framework for Wireless Sensor Networks (WSNs) employing Convolutional Neural Networks (CNN). Implemented within a MATLAB simulation environment featuring dynamic node deployment, fault injection, and an interactive GUI, the system effectively identifies faulty sensor nodes by analyzing environmental parameters like temperature and voltage. The CNN model demonstrated robust detection performance, achieving accuracies between 60% and 90% across various simulation scenarios.

Dynamic Analysis of Solar Cell Efficiency Considering Irradiance and Temperature Effects Using MATLAB Simulink

Prabhakar Kumar, Dr. Janardan Choudhary

CrossRef DOI : 10.31426/ijamsr.2025.8.6.8412

CrossRef DOI URL : https://doi.org/10.31426/ijamsr.2025.8.6.8412

Download PDF Google Search Abstract

This study presents the analysis and optimization of solar cell performance using the MATLAB Simulink model. The research focuses on understanding the electrical behaviour of photovoltaic (PV) systems under varying environmental conditions such as irradiance and temperature. A mathematical model was developed to simulate current–voltage (I–V) and power–voltage (P–V) characteristics, followed by implementation of Maximum Power Point Tracking (MPPT) algorithms including Perturb & Observe (P&O) and Incremental Conductance (IncCond).

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