Battery Management System (BMS), Renewable Energy, PV plant, Energy management system, AI/ML model development, Statistical Analysis, Edge device, Edge AI, Quantum computing, Quantum AI, Optimization
Md Shahriar Nazim, Md Minhazur Rahman, Md Ibne Joha, and Yeong Min Jang. ”An RNN-CNN-Based Parallel Hybrid Approach for Battery State of Charge (SoC) Estimation Under Various Temperatures and Discharging Cycle Considering Noisy Conditions.” World Electric Vehicle Journal 15, no. 12 (2024): 562. (link)
Md Shahriar Nazim, Yeong Min Jang, and ByungDeok Chung. ”Machine Learning-Based Battery Anomaly Detection Using Empirical Data.” In 2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), pp. 847-850. IEEE, 2024
Md Shahriar Nazim, Yeong Min Jang, and ByungDeok Chung. ”Machine Learning-Based Battery Anomaly Detection Using Empirical Data.” In 2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), pp. 847-850. IEEE, 2024
Md Shahriar Nazim, Ida Bagus Krishna Yoga Utama, and Yeong Min Jang. "Quantum Neural Networks for Enhanced Motion Prediction in Autonomous Vehicles." In 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), pp. 0192-0195. IEEE, 2025.
Zalza, Karima, Md Shahriar Nazim, Yeong Min Jang, and Chairul Hudaya. "UAV Energy Consumption Prediction: A Comparative Study from Four Different Deep Learning Models." In 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), pp. 0196-0199. IEEE, 2025.
Md Ibne Joha, Md Shahriar Nazim, and Md Ibna Zubair. ”Smart Energy Metering, Control, and Protection System for Making a Smart Home Using IoT.” In 2023 26th International Conference on Computer and Information Technology (ICCIT), pp. 1-6. IEEE, 2023
Al Imran, Md Shahriar Nazim, Huy Nguyen, and Yeong Min Jang. ”Channel estimation of massive MIMO FSO communication system using deep attention residual U-Net.” ICT Express (2024)
Md Ibne Joha, Md Minhazur Rahman, Md Shahriar Nazim, and Yeong Min Jang. ”A Secure IIoT Environment That Integrates AI-Driven Real-Time Short-Term Active and Reactive Load Forecasting with Anomaly Detection: A Real-World Application.” Sensors 24, no. 23 (2024): 7440.
Md Minhazur Rahman, Md. Ibne Joha, Md Shahriar Nazim, and Yeong Min Jang, ”Enhancing IoT-based Environmental Monitoring and Power Forecasting: A Comparative Analysis of AI Models for Real-Time Applications”, Applied Sciences 14, no. 24: 11970
Md Nazmul Islam, Naruttam Kumar Roy, and Md Shahriar Nazim. ”Analyzing the Performance of Solar Photovoltaic Systems with the Capability of Sun Tracking.” In 2024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), pp. 1-6. IEEE, 2024
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