Evaluation of the Difficulties in the Internet of Things (IoT) with Multi-Criteria Decision-Making

被引:30
|
作者
Uslu, Buse [1 ]
Eren, Tamer [1 ]
Gur, Seyda [1 ]
Ozcan, Evrencan [1 ]
机构
[1] Kirikkale Univ, Ind Engn, Fac Engn, TR-71450 Kirikkale, Turkey
来源
PROCESSES | 2019年 / 7卷 / 03期
关键词
Internet of Things; IoT; multi-criteria decision-making; analytic network process; analytic hierarchy process;
D O I
10.3390/pr7030164
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
The rapid development of technology has increased the desire of all to be on the Internet. The discovery that objects born of the Internet communicate with each other without external factors revealed, with the fourth industrial revolution, the concept of the Internet of Things (IoT). The communication of objects with each other means minimum labor and minimum cost for enterprises. Enterprises that want to transition to the Internet of Things face many difficulties. Identifying and correcting these difficulties can lead to both lost time and high cost. In this study, we investigated the difficulties encountered in the Internet of Things. As a result of the study, the degree of importance of the factors causing these difficulties was determined by multi-criteria decision-making methods and was presented to the enterprises. The main criteria, and the sub-criteria related to these main criteria, were determined. The main purpose of the enterprises transitioning to Industry 4.0 is the communication of things with each other. In this study, we aimed to determine which criteria caused difficulties in the transition to Industry 4.0. Then, the degree of importance of the criteria was determined using the analytic hierarchy process (AHP) and analytic network process (ANP) methods, in the multi-criteria decision-making. Through the study, we determined which criteria should be taken into consideration by the enterprises that want to transition to the Internet of Things. In this way, enterprises will be able to accelerate that transition by minimizing time and monetary loss.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] A Fuzzy Multi-Criteria Decision-Making Technique for Evaluation of Scheduling Rules
    F.T.S. Chan
    H.K. Chan
    A. Kazeroon
    The International Journal of Advanced Manufacturing Technology, 2002, 20 : 103 - 113
  • [22] A fuzzy multi-criteria decision-making technique for evaluation of scheduling rules
    Chan, FTS
    Chan, HK
    Kazerooni, A
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2002, 20 (02): : 103 - 113
  • [23] Multi-Criteria Inventory Classification Based on Multi-Criteria Decision-Making (MCDM) Technique
    Rauf, Mudassar
    Guan, Zailin
    Sarfraz, Shoaib
    Mumtaz, Jabir
    Almaiman, Sulaiman
    Shehab, Essam
    Jahanzaib, Mirza
    ADVANCES IN MANUFACTURING TECHNOLOGY XXXII, 2018, 8 : 343 - 348
  • [24] An extension of fuzzy decision maps for multi-criteria decision-making
    Elomda, Basem Mohamed
    Hefny, Hesham Ahmed
    Hassan, Hesham Ahmed
    EGYPTIAN INFORMATICS JOURNAL, 2013, 14 (02) : 147 - 155
  • [25] A novel multi-criteria decision-making combining Decision Making Trial and Evaluation Laboratory technique for technology evaluation
    Shen, Yung-Chi
    Lin, Grace T. R.
    Tzeng, Gwo-Hshiung
    FORESIGHT, 2012, 14 (02): : 139 - 153
  • [26] A comparison of two multi-criteria decision-making techniques
    Akhavi, F
    Hayes, C
    2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 956 - 961
  • [27] Multi-Criteria Decision-Making for Heterogeneous Multiprocessor Scheduling
    Saroja, S.
    Revathi, T.
    Auluck, Nitin
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2018, 17 (05) : 1399 - 1427
  • [28] MULTI-CRITERIA DECISION-MAKING (MCDM) TECHNIQUES IN PLANNING
    MASSAM, BH
    PROGRESS IN PLANNING, 1988, 30 : 1 - &
  • [29] Decision-making for multi-criteria optimization of process planning
    Arquis E.
    Delolme L.
    Antomarchi A.-L.
    Durieux S.
    Duc E.
    Mechanics and Industry, 2019, 20
  • [30] A fuzzy multi-criteria emergency decision-making method
    Wu, Wen-Shuai
    Kou, Gang
    Peng, Yi
    Shi, Yong
    Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2012, 32 (06): : 1298 - 1304