Weatherization Adoption in A Multilayer Social Network: An Agent-based Approach

被引:2
|
作者
Huang, Wanyu [1 ]
Krejci, Caroline C. [2 ]
Dorneich, Michael C. [1 ]
Passe, Ulrike [3 ]
机构
[1] Iowa State Univ, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USA
[2] Univ Texas Arlington, Dept Ind & Mfg Syst Engn, Arlington, TX 76019 USA
[3] Iowa State Univ, Dept Architecture, Ames, IA USA
关键词
Weatherization; Agent-based Model; Building Energy Simulation; Multilayer Social Network; Theory of Planned Behavior; Epidemic Model; ENERGY TECHNOLOGY; DIFFUSION; BEHAVIOR; INNOVATIONS; KNOWLEDGE; DYNAMICS;
D O I
10.1145/3145574.3145598
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Energy conservation in residential buildings has been a topic of interest in recent years because of their high levels of energy consumption. Weatherization is set of approaches that can be used to make buildings more energy-efficient, thereby helping residents lower their energy bills and improving environmental sustainability. However, there are two significant challenges associated with weatherization adoption: high upfront investment costs with a long payback period, and minimal awareness of weatherization and its benefits. This paper proposes an agent-based model that will allow researchers to explore residents' socially-motivated energy conservation decisions by providing a realistic social context via a multilayer social network and incorporating opinion dynamics based on the Susceptible-Exposed-Infected-Recovered epidemic model. Several experimental scenarios are run to demonstrate the model's potential to help policymakers determine how to encourage residential weatherization adoption.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Social Network Analysis of a Disaster Behavior Network: An Agent-Based Modeling Approach
    Rodrigueza, Rey C.
    Estuar, Maria Regina Justina E.
    2018 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM), 2018, : 1100 - 1107
  • [2] An Agent-based Mobile Social Network
    Fortino, Giancarlo
    Palau, Carlos E.
    2012 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS), 2012, : 960 - 966
  • [3] Modeling the Adoption and Diffusion of Mobile Telecommunications Technologies in Iran: A Computational Approach Based on Agent-Based Modeling and Social Network Theory
    Sabzian, Hossein
    Shafia, Mohammad Ali
    Ghazanfari, Mehdi
    Naeini, Ali Bonyadi
    SUSTAINABILITY, 2020, 12 (07)
  • [4] A Domain Specific Language Approach for Agent-Based Social Network Modeling
    Franchi, Enrico
    2012 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM), 2012, : 607 - 612
  • [5] Behavior of Social Network Users to Privacy Leakage: An Agent-Based Approach
    Li, Kaiyang
    Luo, Guangchun
    Wu, Huaigu
    Wang, Chunyu
    ADVANCED MULTIMEDIA AND UBIQUITOUS ENGINEERING, MUE/FUTURETECH 2018, 2019, 518 : 91 - 100
  • [6] Multilayer Agent-Based Modeling and Social Network Framework to Evaluate Energy Feedback Methods for Groups of Buildings
    Azar, Elie
    Al Ansari, Hamad
    JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2017, 31 (04)
  • [7] Agent-Based Social Network Information Management Mechanism
    Chen, Ming-Chiao
    Wang, Jen-Min
    Li, Jia-Jing
    Jian, Ru-Yu
    PROCEEDINGS OF THE 2ND INTERNATIONAL SYMPOSIUM ON COMPUTER, COMMUNICATION, CONTROL AND AUTOMATION, 2013, 68 : 288 - 291
  • [8] Social Network-based Trust for Agent-based Services
    Bentahar, Jamal
    Khosravifar, Babak
    Gomrokchi, Maziar
    2009 INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS: WAINA, VOLS 1 AND 2, 2009, : 298 - 303
  • [9] The Agent-Based Diffusion Model on a Combined Social Network
    Kurahashi, Setsuya
    ADVANCED METHODS AND TECHNOLOGIES FOR AGENT AND MULTI-AGENT SYSTEMS, 2013, 252 : 267 - 275
  • [10] A framework of multilayer social networks for communication behavior with agent-based modeling
    Ge, Yuanzheng
    Liu, Liang
    Qiu, Xiaogang
    Song, Hongbin
    Wang, Yong
    Huang, Kedi
    SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2013, 89 (07): : 810 - 828