Design and evaluation of hybrid temperature control for cyber-physical home systems

被引:1
作者
Cheng, Zhuo [1 ]
Tan, Yasuo [1 ]
Lim, Yuto [1 ]
机构
[1] Japan Adv Inst Sci & Technol, Sch Informat Sci, Nomi, Ishikawa, Japan
关键词
temperature control; hybrid systems; cyber-physical systems; CPSs; smart home; fitting function;
D O I
10.1504/IJMIC.2016.080295
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The design of control systems is crucial for improving the comfort level of the home environment. Cyber-physical systems (CPSs) can offer numerous opportunities to design highly efficient control systems. In this paper, we focus on the design and evaluation of temperature control systems. By using the idea of CPS, a hybrid temperature control (HTC) system is proposed. Through an energy efficient temperature control (EETC) algorithm, the HTC system maintains the room temperature in the desired interval. In the tight integration of physical and cyber worlds, the sensing accuracy of the physical platform has significant impact on the performance of the HTC system. Through simulations and field experiments, the relationship between control performance and sensing accuracy is captured. A fitting function method is proposed to improve the sensing accuracy without increasing the monetary cost of the system implementation. By using this method, the performance of the HTC system can be increased significantly.
引用
收藏
页码:196 / 206
页数:11
相关论文
共 22 条
  • [1] Discrete sliding mode control for time-varying delay systems: a multi-delay approach
    Abdennabi, Nizar
    Ltaief, Majda
    Nouri, Ahmed Said
    [J]. INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2014, 22 (04) : 366 - 374
  • [2] [Anonymous], 2006, 100771 EN ISO BSI
  • [3] Ensuring Safety, Security, and Sustainability of Mission-Critical Cyber-Physical Systems
    Banerjee, Ayan
    Venkatasubramanian, Krishna K.
    Mukherjee, Tridib
    Gupta, Sandeep Kumar S.
    [J]. PROCEEDINGS OF THE IEEE, 2012, 100 (01) : 283 - 299
  • [4] British Standard, 2007, SOL PROT DEV COMB 1
  • [5] Cheng Z, 2013, INT CONF SMART GRID, P797, DOI 10.1109/SmartGridComm.2013.6688057
  • [6] CIBSE, 2006, ENV DES GUID A
  • [7] Modeling Cyber-Physical Systems
    Derler, Patricia
    Lee, Edward A.
    Vincentelli, Alberto Sangiovanni
    [J]. PROCEEDINGS OF THE IEEE, 2012, 100 (01) : 13 - 28
  • [8] Dynamic inertia weight artificial bee colony versus GA and PSO for optimal tuning of PID controller
    Elkhateeb, Nasr A.
    Badr, R. I.
    [J]. INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2014, 22 (04) : 307 - 317
  • [9] Cyber-Physical Modeling of Implantable Cardiac Medical Devices
    Jiang, Zhihao
    Pajic, Miroslav
    Mangharam, Rahul
    [J]. PROCEEDINGS OF THE IEEE, 2012, 100 (01) : 122 - 137
  • [10] Kim J., 2013, ACM IEEE INT C CYB P, P61