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

被引:3
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
来源
CSS 2017: THE 2017 INTERNATIONAL CONFERENCE OF THE COMPUTATIONAL SOCIAL SCIENCE SOCIETY OF THE AMERICAS | 2017年
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 53 条
[1]  
Ahn YY, 2007, WWW '07: Proceedings of the 16th international conference on World Wide Web, P835
[2]   THE THEORY OF PLANNED BEHAVIOR [J].
AJZEN, I .
ORGANIZATIONAL BEHAVIOR AND HUMAN DECISION PROCESSES, 1991, 50 (02) :179-211
[3]   Knowledge and the Prediction of Behavior: The Role of Information Accuracy in the Theory of Planned Behavior [J].
Ajzen, Icek ;
Joyce, Nicholas ;
Sheikh, Sana ;
Cote, Nicole Gilbert .
BASIC AND APPLIED SOCIAL PSYCHOLOGY, 2011, 33 (02) :101-117
[4]  
Alam S.J., 2012, Agent-based models of geographical systems, P199
[5]  
Anderson K., 2012, P 4 ACM WORKSHOP EMB, P17, DOI [10.1145/2422531.2422535, DOI 10.1145/2422531.2422535]
[6]  
[Anonymous], 2017, Monthly Energy Review
[7]  
[Anonymous], 2017, Annual Energy Outlook
[8]  
[Anonymous], 2013, PROC BS 2013 13 C IN
[9]  
[Anonymous], 2008, ANN BOT-LONDON, DOI DOI 10.1093/OXFORDJOURNALS.AOB.A088087
[10]  
Apolloni Andrea, 2009, COMP SCI ENG 2009 CS, V4, P675