A Rule Verification System for Smart Buildings

被引:17
作者
Sun, Yan [1 ]
Wu, Tin-Yu [2 ]
Li, Xinming [3 ]
Guizani, Mohsen [4 ]
机构
[1] Beijing Univ Posts & Telecommun, Beijing 100876, Peoples R China
[2] Natl Ilan Univ, Dept Comp Sci & Informat Engn, Yilan 260, Taiwan
[3] Acad Equipment, Sci & Technol Complex Elect Syst Simulat Lab, Beijing 101416, Peoples R China
[4] Univ Idaho, Moscow, ID 83844 USA
基金
高等学校博士学科点专项科研基金; 中国国家自然科学基金;
关键词
Wireless sensor-actuator networks; smart building; rule verification; rule conflict; anomaly detection; knowledge-based; KNOWLEDGE-BASE VERIFICATION; PETRI NETS; NETWORKS; SENSOR; HOMES;
D O I
10.1109/TETC.2016.2531288
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As an important component of Internet of Things (IoT), wireless sensor-actuator networks can significantly improve the practicality and flexibility of smart building systems. In smart building systems, services, stored as rules, are achieved by rule analyzing and executing. However, the irrational contents of rules and the conflicts among rules may bring confusion and maloperation in the system. To verify the correctness of rules, we propose a lightweight rule verification and resolution framework which mainly include: 1) a rule verification system for content anomaly detection and rule conflict detection by using domain knowledge and probability analysis and 2) a quick resolution strategy for rule conflicts based on conflict-scenario-analysis. This framework can balance the verification quality with speed and guarantee that the rule system performs appropriately. Moreover, in order to reduce the comparison in rule verification, we apply a tree structure to store the building structure hierarchically and bind every rule to one node in the location tree. This way, the position information of a rule can be extracted, and the verification efficiency can be improved. The experimental results show that our proposed framework and strategies can perform efficiently and flexibly in a smart building system.
引用
收藏
页码:367 / 379
页数:13
相关论文
共 29 条
  • [1] A PETRI-NET BASED APPROACH FOR VERIFYING THE INTEGRITY OF PRODUCTION SYSTEMS
    AGARWAL, R
    TANNIRU, M
    [J]. INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1992, 36 (03): : 447 - 468
  • [2] An Ontology-Based Hybrid Approach to Activity Modeling for Smart Homes
    Chen, Liming
    Nugent, Chris
    Okeyo, George
    [J]. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2014, 44 (01) : 92 - 105
  • [3] Code-Centric RFID System Based on Software Agent Intelligence
    Chen, Min
    Gonzalez, Sergio
    Zhang, Qian
    Leung, Victor C. M.
    [J]. IEEE INTELLIGENT SYSTEMS, 2010, 25 (02) : 12 - 19
  • [4] A 2G-RFID-BASED E-HEALTHCARE SYSTEM
    Chen, Min
    Gonzalez, Sergio
    Leung, Victor
    Zhang, Qian
    Li, Ming
    [J]. IEEE WIRELESS COMMUNICATIONS, 2010, 17 (01) : 37 - 43
  • [5] A Petri Net Approach to Mediation-Aided Composition of Web Services
    Du, Yanhua
    Li, Xitong
    Xiong, PengCheng
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2012, 9 (02) : 429 - 435
  • [6] A Petri-net-based correctness analysis of Internet stock trading systems
    Du, YuYue
    Jiang, ChangJun
    Zhou, MengChu
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2008, 38 (01): : 93 - 99
  • [7] Semantic Context-Aware Service Composition for Building Automation System
    Han, Son N.
    Lee, Gyu Myoung
    Crespi, Noel
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2014, 10 (01) : 752 - 761
  • [8] Semantic Web-based policy interaction detection method with rules in smart home for detecting interactions among user policies
    Hu, H.
    Yang, D.
    Fu, L.
    Xiang, H.
    Fu, C.
    Sang, J.
    Ye, C.
    Li, R.
    [J]. IET COMMUNICATIONS, 2011, 5 (17) : 2451 - 2460
  • [9] Hyunjeong Lee, 2012, 2012 International Conference on ICT Convergence (ICTC), P737, DOI 10.1109/ICTC.2012.6387131
  • [10] Jafer Essa, 2010, 2010 17th International Conference on Telecommunications (ICT 2010), P887, DOI 10.1109/ICTEL.2010.5478832