DDSM-IDEA: a versatile dual-mode distributed demand side management integrated development environment

Kasim Al-Salim, Ivan Andonovic, Craig Michie

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

Abstract

The ever-increasing demand for power has stimulated the development of a range of Demand Side Management (DSM) strategies that match end user consumption to the available mix of generation. The challenge of evaluating the performance of such schemes is massive since practical deployments are costly and hence flexible software evaluation/development environments become an attractive alternative. This paper details a versatile Distributed Demand Side Management Integrated Development Environment with multi-agent support (DDSM-IDEA), a platform to develop, execute, and evaluate the performance of various agentless and agent-based DSM and DDSM algorithms offering a spectrum of different resources, agents, and tools bundled into one package. The IDE platform includes a robust habitual demand profile generation module based on personal activity profiles, manual and automatic appliance control, and instantaneous demand disaggregation which in addition to its other capabilities and resources, makes it a more complete solution. The DDSM-IDEA is tested and several DSM and DDSM strategies are implemented and evaluated.
LanguageEnglish
Title of host publicationSIMS '14 Proceedings of the 2014 First International Conference on Systems Informatics, Modelling and Simulation
EditorsDavid Al-Dabass, Osman Tokhi, Mahdi Mahfouf, Ajantha Herath, Alessandra Orsoni, Zuwairie Ibrahim
Place of PublicationWashington DC, USA
PublisherIEEE
Pages126-131
Number of pages6
ISBN (Print)9780769551982
Publication statusPublished - May 2014
EventUKSim-AMSS 1st International Conference on Systems Informatics, Modelling and Simulation - University of Sheffield, Sheffield, United Kingdom
Duration: 29 Apr 20141 May 2014

Conference

ConferenceUKSim-AMSS 1st International Conference on Systems Informatics, Modelling and Simulation
CountryUnited Kingdom
CitySheffield
Period29/04/141/05/14

Fingerprint

Demand side management

Keywords

  • DDSM-IDEA
  • dual-mode distributed
  • demand side management
  • integrated development environment
  • modelling
  • simulation
  • power management
  • multi-agent systems

Cite this

Al-Salim, K., Andonovic, I., & Michie, C. (2014). DDSM-IDEA: a versatile dual-mode distributed demand side management integrated development environment. In D. Al-Dabass, O. Tokhi, M. Mahfouf, A. Herath, A. Orsoni, & Z. Ibrahim (Eds.), SIMS '14 Proceedings of the 2014 First International Conference on Systems Informatics, Modelling and Simulation (pp. 126-131). Washington DC, USA: IEEE.
Al-Salim, Kasim ; Andonovic, Ivan ; Michie, Craig. / DDSM-IDEA : a versatile dual-mode distributed demand side management integrated development environment. SIMS '14 Proceedings of the 2014 First International Conference on Systems Informatics, Modelling and Simulation. editor / David Al-Dabass ; Osman Tokhi ; Mahdi Mahfouf ; Ajantha Herath ; Alessandra Orsoni ; Zuwairie Ibrahim. Washington DC, USA : IEEE, 2014. pp. 126-131
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abstract = "The ever-increasing demand for power has stimulated the development of a range of Demand Side Management (DSM) strategies that match end user consumption to the available mix of generation. The challenge of evaluating the performance of such schemes is massive since practical deployments are costly and hence flexible software evaluation/development environments become an attractive alternative. This paper details a versatile Distributed Demand Side Management Integrated Development Environment with multi-agent support (DDSM-IDEA), a platform to develop, execute, and evaluate the performance of various agentless and agent-based DSM and DDSM algorithms offering a spectrum of different resources, agents, and tools bundled into one package. The IDE platform includes a robust habitual demand profile generation module based on personal activity profiles, manual and automatic appliance control, and instantaneous demand disaggregation which in addition to its other capabilities and resources, makes it a more complete solution. The DDSM-IDEA is tested and several DSM and DDSM strategies are implemented and evaluated.",
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author = "Kasim Al-Salim and Ivan Andonovic and Craig Michie",
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Al-Salim, K, Andonovic, I & Michie, C 2014, DDSM-IDEA: a versatile dual-mode distributed demand side management integrated development environment. in D Al-Dabass, O Tokhi, M Mahfouf, A Herath, A Orsoni & Z Ibrahim (eds), SIMS '14 Proceedings of the 2014 First International Conference on Systems Informatics, Modelling and Simulation. IEEE, Washington DC, USA, pp. 126-131, UKSim-AMSS 1st International Conference on Systems Informatics, Modelling and Simulation, Sheffield, United Kingdom, 29/04/14.

DDSM-IDEA : a versatile dual-mode distributed demand side management integrated development environment. / Al-Salim, Kasim; Andonovic, Ivan; Michie, Craig.

SIMS '14 Proceedings of the 2014 First International Conference on Systems Informatics, Modelling and Simulation. ed. / David Al-Dabass; Osman Tokhi; Mahdi Mahfouf; Ajantha Herath; Alessandra Orsoni; Zuwairie Ibrahim. Washington DC, USA : IEEE, 2014. p. 126-131.

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

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PB - IEEE

CY - Washington DC, USA

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Al-Salim K, Andonovic I, Michie C. DDSM-IDEA: a versatile dual-mode distributed demand side management integrated development environment. In Al-Dabass D, Tokhi O, Mahfouf M, Herath A, Orsoni A, Ibrahim Z, editors, SIMS '14 Proceedings of the 2014 First International Conference on Systems Informatics, Modelling and Simulation. Washington DC, USA: IEEE. 2014. p. 126-131