3 hasil untuk "Atulkumar Patil"
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Artikel Jurnal
Optimized deep learning using hybrid PSO-GA on raw XRD images for accurate classification of material degradation
Abstract Accurate damage classification in materials using X-ray Diffraction (XRD) patterns is essential for ensuring structural integrity. This study introduces a novel hybrid deep learning and evolutionary optimization framework, PSO-GA, which integrates Convolutional Neural Network (CNN) with…
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Artikel Jurnal
AI-powered AQI forecasting in an intelligent air purifier featuring intense field dielectric and Zeolite filters
Abstract Indoor Air Quality (IAQ) plays a crucial role in human health, with people spending over 90% of their time indoors. This study presents a compact, smart air purifier that integrates advanced filtration, real-time monitoring, and machine learning (ML)-based predictive control. The purifier…
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Artikel Jurnal
Optimization and prediction of oxygen purity in pressure swing adsorption systems using zeolite adsorbents and machine learning models
Abstract This research investigates the optimization of oxygen purity in Pressure Swing Adsorption (PSA) systems using four different zeolite materials—3A, 4A, 5A, and 13X—for air separation applications. The experimental setup involved packing zeolite samples into PSA adsorption beds and…