Integration of Cyber Physical Systems and Data Science into the Built Environment Lifecycle

被引:0
|
作者
Desmond, Luke [1 ]
Salama, Mohamed [2 ]
机构
[1] SKEMA Business Sch, Lille, France
[2] Appl Sci Univ, Manama, Bahrain
关键词
Cyber Physical Systems; CPS; Data science; Machine learning; ML; Artificial Intelligence; AI; Internet of Things; IoT; Built environment; Construction management; Facilities Management; Building Information Management; BIM; Sustainability; IOT;
D O I
10.1007/978-981-97-3562-4_33
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Within the global economy, the built environment makes a major contribution to economic activity and has a significant impact on sustainability. In addition, the built environment plays a significant social role as it influences where we live along with how we work, entertain, and learn. Even though the built environment plays such a significant social and economic role, it has been slow in adopting emerging technologies to make the way we design, build, utilize, and decommission more efficient while having less of a negative impact on the environment. This paper explores how we can integrate data science and Cyber Physical Systems into the built environment to achieve greater efficiencies. This paper introduces some of the industry challenges along with an overview of emerging technologies. In addition, the paper includes qualitative interview data that is driving the development of a working model that integrates emerging technologies to achieve budget, schedule, and sustainability efficiencies. Finally, the paper discusses how it is envisaged that integrating these technologies will improve decision-making within the built environment lifecycle.
引用
收藏
页码:417 / 429
页数:13
相关论文
共 50 条
  • [21] SCENARIOS FOR CYBER-PHYSICAL SYSTEMS INTEGRATION IN CONSTRUCTION
    Akanmu, Abiola
    Anumba, Chimay
    Messner, John
    JOURNAL OF INFORMATION TECHNOLOGY IN CONSTRUCTION, 2013, 18 : 240 - 260
  • [22] Simulation Integration Platforms for Cyber-Physical Systems
    Neema, Himanshu
    Sztipanovits, Janos
    Steinbrink, Cornelius
    Raub, Thomas
    Cornelsen, Bastian
    Lehnhoff, Sebastian
    PROCEEDINGS OF THE WORKSHOP ON DESIGN AUTOMATION FOR CPS AND IOT (DESTION '19), 2019, : 10 - 19
  • [23] Cyber Physical Systems Integration for Induction Heating Technologies
    Ivanov, Alexandr
    Bukanin, Vladimir
    Zenkov, Alexei
    Vologdin, Valentin
    Vologdin, Vladislav
    2020 9TH MEDITERRANEAN CONFERENCE ON EMBEDDED COMPUTING (MECO), 2020, : 820 - 823
  • [24] An Analytics Environment Architecture for Industrial Cyber-Physical Systems Big Data Solutions
    Hinojosa-Palafox, Eduardo A.
    Rodriguez-Elias, Oscar M.
    Hoyo-Montano, Jose A.
    Pacheco-Ramirez, Jesus H.
    Nieto-Jalil, Jose M.
    SENSORS, 2021, 21 (13)
  • [25] Towards a Science of Cyber-Physical Systems Design
    Bogdan, Paul
    Marculescu, Radu
    2011 ACM/IEEE SECOND INTERNATIONAL CONFERENCE ON CYBER-PHYSICAL SYSTEMS (ICCPS 2011), 2011, : 99 - 108
  • [26] METROII: A Design Environment for Cyber-Physical Systems
    Davare, Abhijit
    Densmore, Douglas
    Guo, Liangpeng
    Passerone, Roberto
    Sangiovanni-Vincentelli, Alberto L.
    Simalatsar, Alena
    Zhu, Qi
    ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2013, 12
  • [27] Big Data for Cyber-Physical Systems
    Hu, Shiyan
    Li, Xin
    He, Haibo
    Cui, Shuguang
    Parashar, Manish
    IEEE TRANSACTIONS ON BIG DATA, 2020, 6 (04) : 606 - 608
  • [28] Data driven discovery of cyber physical systems
    Ye Yuan
    Xiuchuan Tang
    Wei Zhou
    Wei Pan
    Xiuting Li
    Hai-Tao Zhang
    Han Ding
    Jorge Goncalves
    Nature Communications, 10
  • [29] Big Data Driven Cyber Physical Systems
    Hahanov, Vladimir
    Miz, Volodymyr
    Litvinova, Eugenia
    Mishchenko, Alexander
    Shcherbin, Dmitry
    PROCEEDINGS OF XIIITH INTERNATIONAL CONFERENCE - EXPERIENCE OF DESIGNING AND APPLICATION OF CAD SYSTEMS IN MICROELECTRONICS CADSM 2015, 2015, : 76 - 80
  • [30] Data driven discovery of cyber physical systems
    Yuan, Ye
    Tang, Xiuchuan
    Zhou, Wei
    Pan, Wei
    Li, Xiuting
    Zhang, Hai-Tao
    Ding, Han
    Goncalves, Jorge
    NATURE COMMUNICATIONS, 2019, 10 (1)