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A microeconomic framework for integrated agent-based modelling of activity-travel patterns and energy consumption
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Title: | A microeconomic framework for integrated agent-based modelling of activity-travel patterns and energy consumption |
Authors: | Pawlak, J Imani, AF Sivakumar, A |
Item Type: | Journal Article |
Abstract: | The sophistication in the demand management approaches in both transport and energy sectors and their interaction call for modelling approaches that consider both sectors jointly. For agent-based microsimulation models of travel demand and energy consumption, this implies the necessity to ensure consistent representation of user behaviour with respect to mobility and energy consumption behaviours across the model components. Therefore this paper proposes a microeconomic framework, termed the HOT model (Home, Out-of-home, Travel) grounded in the goods-leisure paradigm, but extended to incorporate emerging activity-travel behaviour patterns and their energy consumption implications. We discuss how the model can be operationalised and embedded within agent-based frameworks with a case study using time use and energy consumption data from the UK. |
Issue Date: | 1-Jan-2020 |
Date of Acceptance: | 31-Dec-2019 |
URI: | http://hdl.handle.net/10044/1/79374 |
DOI: | 10.1016/j.procs.2020.03.155 |
ISSN: | 1877-0509 |
Start Page: | 785 |
End Page: | 790 |
Journal / Book Title: | Procedia Computer Science |
Volume: | 170 |
Copyright Statement: | © 2020 The Authors. Published by Elsevier B.V.This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
Keywords: | Energy time allocation microeconomic model activity-travel behaviour 08 Information and Computing Sciences 10 Technology |
Notes: | The sophistication in the demand management approaches in both transport and energy sectors and their interaction call for modelling approaches that consider both sectors jointly. For agent-based microsimulation models of travel demand and energy consumption, this implies the necessity to ensure consistent representation of user behaviour with respect to mobility and energy consumption behaviours across the model components. Therefore this paper proposes a microeconomic framework, termed the HOT model (Home, Out-of-home, Travel) grounded in the goods-leisure paradigm, but extended to incorporate emerging activity-travel behaviour patterns and their energy consumption implications. We discuss how the model can be operationalised and embedded within agent-based frameworks with a case study using time use and energy consumption data from the UK. |
Open Access location: | https://www.sciencedirect.com/science/article/pii/S1877050920306116 |
Online Publication Date: | 2020-04-14 |
Appears in Collections: | Civil and Environmental Engineering |