A Framework of Joint Energy Provisioning and Manufacturing Scheduling in Smart Industrial Wireless Rechargeable Sensor Networks

Author:

Feng YixiongORCID,Wang Yong,Zheng Hao,Mi Shanghua,Tan Jianrong

Abstract

Energy provisioning is always a crucial problem restricting the further development and application of smart industrial wireless sensor networks in smart factories. In this paper, we present that it is necessary to develop smart industrial wireless rechargeable sensor networks (SIWRSNs) in a smart factory environment. Based on the complexity and time-effectiveness of factory operations, we establish a joint optimization framework named J-EPMS to effectively coordinate the charging strategies of wireless sensors and the scheduling plans of machines running. Then, we propose a novel double chains quantum genetic algorithm with Taboo search (DCQGA-TS) for J-EPMS to obtain a suboptimal solution. The simulation results demonstrate that the DCQGA-TS algorithm can maximally ensure the continuous manufacturing and markedly shorten the total completion time of all production tasks.

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry

Reference72 articles.

1. Design and Implementation of Wireless Sensor Based-Monitoring System for Smart Factory;Lee,2007

2. Handbook of Sensor Networks: Compact Wireless and Wired Sensing Systems;Ilyas,2005

3. Industrial Wireless Sensor Networks: Challenges, Design Principles, and Technical Approaches

4. Achieving Hybrid Wired/Wireless Industrial Networks With WDetServ: Reliability-Based Scheduling for Delay Guarantees

5. Wired and wireless sensor networks for industrial applications

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Dynamic Charging Scheduling and Path Planning Scheme for Multiple MC-enabled On-demand Wireless Rechargeable Sensor Networks;Journal of Network and Computer Applications;2024-10

2. Defending Against Wormhole Attacks in Wireless Networks Using the Twofish Algorithm: A Performance Analysis;2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC);2024-01-08

3. Environmental Evaluation and Regulation Method of Ancient Buildings Based on Wireless Rechargeable Sensor Network;IEEE Sensors Journal;2023-09-15

4. The Dynamic Window-Based Scheduling Framework For Complex Wireless Sensor Networks;2023 International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE);2023-04-29

5. Energy Efficiency using LEACH and ECSS based optimization;2023 11th International Conference on Internet of Everything, Microwave Engineering, Communication and Networks (IEMECON);2023-02-10

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3