An IoT Blockchain Network-Based Approach for Optimizing Smart Contracts in Electric Vehicles for Environmental Control

An IoT Blockchain Network-Based Approach for Optimizing Smart Contracts in Electric Vehicles for Environmental Control

Authors

  • Harun Jamil Engineering Department, Jeju National University, Jeju-si 63243, Korea.

Keywords:

IoT, Energy management, Blockchain network, resource utilization, electric vehicles

Abstract

This study proposes a smart contract model for optimizing energy management in electric vehicles based on IoT blockchain networks. The model consists of three hierarchical layers: prediction, optimization, and control. In the prediction layer, a Kalman filter is used to remove noise and extract environmental features. The optimization layer utilizes the BAT algorithm to optimize energy consumption and user comfort, incorporating user preferences into the comfort index formula. A convolutional fuzzy logic controller is integrated with the prediction module to enhance performance. The control module tunes membership functions dynamically to improve control performance. The Hyperledger Fabric network is employed for evaluating the proposed model, considering metrics such as caliper, latency, throughput, and resource utilization. This research aims to address challenges related to energy management trade-offs, data privacy, security, and cost in IoT-based systems for electric vehicles.

Author Biography

Harun Jamil, Engineering Department, Jeju National University, Jeju-si 63243, Korea.

Harun Jamil received the B.Sc. degree in electronic engineering from the Capital University of Science and Technology, Islamabad, Pakistan, and the M.S.E.E. degree in electrical engineering from Air University, Islamabad, in 2019. He is currently pursuing the Ph.D. degree with the Department of Electronic Engineering, Jeju National University, Jeju-Si, South Korea.,His research interests include indoor localization, data fusion techniques, nanogrids, energy optimization, and prediction

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Published

2023-03-25

How to Cite

Jamil, H. (2023). An IoT Blockchain Network-Based Approach for Optimizing Smart Contracts in Electric Vehicles for Environmental Control: An IoT Blockchain Network-Based Approach for Optimizing Smart Contracts in Electric Vehicles for Environmental Control. Journal of Intelligent Pervasive and Soft Computing, 1(01), 38–42. Retrieved from https://journals.aipspub.com/index.php/jipsc/article/view/9

Issue

Section

Computer Science and Multidisciplinary research

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