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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