Fuzzy Comprehensive Evaluation Method for Energy Management Systems Based on an Internet of Things

被引：58
|
作者：
Li, Yan [1 ]
Sun, Zhiduo [1 ]
Han, Liang [1 ]
Mei, Ning [1 ]
机构：
[1] Ocean Univ China, Qingdao 266100, Peoples R China
来源：
IEEE ACCESS | 2017年 / 5卷
基金：
中国国家自然科学基金;
关键词：
Analytical hierarchy process; energy management; fuzzy comprehensive evaluation method; Internet of Things; FRAMEWORK; INDUSTRY; CHINA;
D O I：
10.1109/ACCESS.2017.2728081
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
An energy management system (EMS) that is augmented by Internet of Things (IoT) is introduced. Using IoT technology, real-time energy-consumption data can be efficiently collected and analyzed, leading to an improved awareness and evaluation of the energy consumption of manufacturing processes. The architecture and function of the IoT-based EMS are introduced. Because the existing monitoring standard for energy conservation de fines only the minimum evaluation criterion, the result is eitherqualified or unqualified. Fully characterizing the energy consumption of industrial energy-intensive equipment is challenging. For this reason, this paper constructs a comprehensive evaluation model for monitoring industrial energy conservation. An evaluation index for industrial energy-intensive equipment is proposed. Then, by integrating an analytic hierarchy process and a fuzzy comprehensive evaluation method, a method is provided for an IoT-based industrial EMS to fully evaluate the operational level of energy-intensive equipment. Finally, a case study is provided to verify the effectiveness of this method.
引用
收藏
页码：21312 / 21322
页数：11
相关论文
共 50 条
  • [41] A comprehensive and systematic literature review on the big data management techniques in the internet of things
    NaghibnAff, Arezou
    Navimipour, Nima Jafari
    Hosseinzadeh, Mehdi
    Sharifi, Arash
    WIRELESS NETWORKS, 2023, 29 (03) : 1085 - 1144
  • [42] Internet of Things Based Communication Architecture for Switchport Security and Energy Management in Interoperable Smart Microgrids
    Reddy, G. Pradeep
    Kumar, Y. V. Pavan
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2023, 48 (05) : 5809 - 5827
  • [43] Internet-of-things-based optimal smart city energy management considering shiftable loads and energy storage
    Golpira, Heris
    Bahramara, Salah
    JOURNAL OF CLEANER PRODUCTION, 2020, 264
  • [44] Information and resource management systems for Internet of Things: Energy management, communication protocols and future applications
    Umer, Tariq
    Rehmani, Mubashir Husain
    Kamal, Ahmed E.
    Mihaylova, Lyudmila
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 92 : 1021 - 1027
  • [45] A Survey on Blockchain-based Identity Management Systems for the Internet of Things
    Zhu, Xiaoyang
    Badr, Youakim
    IEEE 2018 INTERNATIONAL CONGRESS ON CYBERMATICS / 2018 IEEE CONFERENCES ON INTERNET OF THINGS, GREEN COMPUTING AND COMMUNICATIONS, CYBER, PHYSICAL AND SOCIAL COMPUTING, SMART DATA, BLOCKCHAIN, COMPUTER AND INFORMATION TECHNOLOGY, 2018, : 1568 - 1573
  • [46] Internet of things in health management systems: A review
    Huang, Jinbo
    Wu, Xianjun
    Huang, Wendong
    Wu, Xiaoli
    Wang, S.
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2021, 34 (04)
  • [47] Intersection Management Systems and Internet of Things: A Review
    Velasco-Hernandez, Gustavo
    Caicedo-Bravo, Eduardo
    Barry, John
    Walsh, Joseph
    2020 IEEE 16TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTER COMMUNICATION AND PROCESSING (ICCP 2020), 2020, : 439 - 445
  • [48] A Comprehensive Survey on Resource Management in 6G Network Based on Internet of Things
    Sefati, Seyed Salar
    Ul Haq, Asim
    Nidhi, Razvan
    Craciunescu, Razvan
    Halunga, Simona
    Mihovska, Albena
    Fratu, Octavian
    IEEE ACCESS, 2024, 12 : 113741 - 113784
  • [49] Trust-Based Service Management for Social Internet of Things Systems
    Chen, Ing-Ray
    Bao, Fenye
    Guo, Jia
    IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2016, 13 (06) : 684 - 696
  • [50] EVALUATION METHOD OF ATHLETES' SPECIAL PHYSICAL FITNESS BASED ON INTERNET OF THINGS
    Li, Jinling
    REVISTA BRASILEIRA DE MEDICINA DO ESPORTE, 2021, 27 : 62 - 65
12345