Dynamic behavioural modeling, simulation and analysis of household water consumption in an urban area

A hybrid approach

Muhammad Saad Qaisar Alvi, Imran Mahmood, Fahad Javed, Asad Waqar Malik, Hessam Sarjoughian

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Pakistan is rapidly becoming a water stressed country, thus affecting people's well-being. Authorities are faced with making drastic water conservation policies toward achieving effective management of available water resources and efficient water supply delivery coupled with responsible demand side management. Due to the lack of modern water metering in Pakistan, water consumption is not being accurately monitored. To achieve this goal, we propose a hybrid modeling and simulation framework, consisting of: (i) Agent-Based Modeling (ABM) paradigm that deals with the behavior and characteristics of individuals and (ii) System Dynamics(SD) paradigm that accounts for water flow dynamics. Our approach provides dual-resolution expressiveness suitable for replicating real-world urban infrastructure scenarios. The key objective of the research is to assist authorities to understand and forecast short-term and long-term water consumption through examining varying patterns of water consumption in different climates and thus improving demand side water usage dynamically subject to water supply availability.

Original languageEnglish (US)
Title of host publicationWSC 2018 - 2018 Winter Simulation Conference
Subtitle of host publicationSimulation for a Noble Cause
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2411-2422
Number of pages12
ISBN (Electronic)9781538665725
DOIs
StatePublished - Jan 31 2019
Event2018 Winter Simulation Conference, WSC 2018 - Gothenburg, Sweden
Duration: Dec 9 2018Dec 12 2018

Publication series

NameProceedings - Winter Simulation Conference
Volume2018-December
ISSN (Print)0891-7736

Conference

Conference2018 Winter Simulation Conference, WSC 2018
CountrySweden
CityGothenburg
Period12/9/1812/12/18

Fingerprint

Behavioral Modeling
Urban Areas
Dynamic Modeling
Hybrid Approach
Water
Computer simulation
Simulation
Water supply
Water conservation
Paradigm
Water resources
Hybrid Modeling
Hybrid Simulation
Agent-based Modeling
Dynamical systems
Water Resources
Simulation Framework
Expressiveness
Availability
System Dynamics

ASJC Scopus subject areas

  • Software
  • Modeling and Simulation
  • Computer Science Applications

Cite this

Alvi, M. S. Q., Mahmood, I., Javed, F., Malik, A. W., & Sarjoughian, H. (2019). Dynamic behavioural modeling, simulation and analysis of household water consumption in an urban area: A hybrid approach. In WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause (pp. 2411-2422). [8632309] (Proceedings - Winter Simulation Conference; Vol. 2018-December). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WSC.2018.8632309

Dynamic behavioural modeling, simulation and analysis of household water consumption in an urban area : A hybrid approach. / Alvi, Muhammad Saad Qaisar; Mahmood, Imran; Javed, Fahad; Malik, Asad Waqar; Sarjoughian, Hessam.

WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., 2019. p. 2411-2422 8632309 (Proceedings - Winter Simulation Conference; Vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alvi, MSQ, Mahmood, I, Javed, F, Malik, AW & Sarjoughian, H 2019, Dynamic behavioural modeling, simulation and analysis of household water consumption in an urban area: A hybrid approach. in WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause., 8632309, Proceedings - Winter Simulation Conference, vol. 2018-December, Institute of Electrical and Electronics Engineers Inc., pp. 2411-2422, 2018 Winter Simulation Conference, WSC 2018, Gothenburg, Sweden, 12/9/18. https://doi.org/10.1109/WSC.2018.8632309
Alvi MSQ, Mahmood I, Javed F, Malik AW, Sarjoughian H. Dynamic behavioural modeling, simulation and analysis of household water consumption in an urban area: A hybrid approach. In WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc. 2019. p. 2411-2422. 8632309. (Proceedings - Winter Simulation Conference). https://doi.org/10.1109/WSC.2018.8632309
Alvi, Muhammad Saad Qaisar ; Mahmood, Imran ; Javed, Fahad ; Malik, Asad Waqar ; Sarjoughian, Hessam. / Dynamic behavioural modeling, simulation and analysis of household water consumption in an urban area : A hybrid approach. WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 2411-2422 (Proceedings - Winter Simulation Conference).
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