The Integrated Energy Decision Support System

被引:3
|
作者
Alfaris, Anas [1 ,2 ,3 ]
Khiyami, Abdulaziz [1 ,2 ]
Alawad, Abdullah [1 ,2 ]
Alsaati, Adnan [1 ,2 ]
Hadhrawi, Mohammed [1 ,2 ]
机构
[1] King Abdulaziz City Sci & Technol, Ctr Complex Engn Syst, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[2] MIT, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[3] MIT, Inst Data Syst & Soc, 77 Massachusetts Ave, Cambridge, MA 02139 USA
关键词
energy modeling; system dynamics; agent based modeling; scenario-based planning; collaborative planning; decision support systems;
D O I
10.1002/sys.21326
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper we introduce a decision support system framework termed the Integrated Energy Decision Support System (IEDSS). IEDSS was developed for energy planning at national and regional levels to inform energy planners at multiple levels of government. IEDSS employs system dynamics modeling to enable the rapid evaluation of the outcomes of different supply and demand policies at the national level. Agent-Based models are used to mimic the interactions between different entities when applying the framework at the regional level of government. Within the IEDSS framework policy makers specify a set of policy decisions and choose from a set of uncertain futures to investigate the performance of their policy decisions. Together these form a scenario for which IEDSS computes a set of output parameters that are used to evaluate the resulting outcome. As a model-driven DSS, IEDSS can be utilized in two ways. The first is as a single-user DSS that deploys a scenario-based planning approach which informs decision makers by mapping the solution space and the resultant effects caused by their policy choices. The second is as a group-based DSS that enhances communication and collaborative decision making between multiple entities. IEDSS is developed on a software platform that utilizes the front-end computation to handle templates, style sheets, and visualizations, while the backend is focused on data retrieval, models execution, and performance optimization. IEDSS was developed to address the power sector of the Kingdom of Saudi Arabia as a case study, but the framework and capabilities of its platform are applicable to any generalized case. (C) 2015 Wiley Periodicals, Inc.
引用
下载
收藏
页码:511 / 529
页数:19
相关论文
共 50 条
  • [41] An Integrated Water Assessment Decision Support System (IWADSS) for Government Decision Makers
    Ramsay, I
    Harris, C.
    Howes, T.
    Stevens, A.
    MODSIM 2005: INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION: ADVANCES AND APPLICATIONS FOR MANAGEMENT AND DECISION MAKING: ADVANCES AND APPLICATIONS FOR MANAGEMENT AND DECISION MAKING, 2005, : 2387 - 2393
  • [42] Decision Support System for a Low Voltage Renewable Energy System
    Stamatescu, Iulia
    Arghira, Nicoleta
    Fagarasan, Ioana
    Stamatescu, Grigore
    Iliescu, Sergiu Stelian
    Calofir, Vasile
    ENERGIES, 2017, 10 (01)
  • [43] Investigating the components of fintech ecosystem for distributed energy investments with an integrated quantum spherical decision support system
    Rui Ai
    Yuhang Zheng
    Serhat Yüksel
    Hasan Dinçer
    Financial Innovation, 9
  • [44] Investigating the components of fintech ecosystem for distributed energy investments with an integrated quantum spherical decision support system
    Ai, Rui
    Zheng, Yuhang
    Yuksel, Serhat
    Dincer, Hasan
    FINANCIAL INNOVATION, 2023, 9 (01)
  • [45] An Integrated Decision Support System Based on the Human OODA Loop
    Leung, Henry
    PROCEEDINGS OF 2018 IEEE 17TH INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI*CC 2018), 2018, : 4 - 4
  • [46] Integrated decision support system for urban air quality assessment
    Lim, LL
    Hughes, SJ
    Hellawell, EE
    ENVIRONMENTAL MODELLING & SOFTWARE, 2005, 20 (07) : 947 - 954
  • [47] Integrated decision support system for rich vehicle routing problems
    Lacomme, Philippe
    Rault, Gwenael
    Sevaux, Marc
    EXPERT SYSTEMS WITH APPLICATIONS, 2021, 178 (178)
  • [48] An Integrated Decision Support System for Improving Wildfire Suppression Management
    Lourenco, Miguel
    Oliveira, Luis B.
    Oliveira, Joao P.
    Mora, Andre
    Oliveira, Henrique
    Santos, Rui
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 10 (08)
  • [49] An integrated decision support system for dealing with time extension entitlements
    Palaneeswaran, Ekambaram
    Kumaraswamy, Mohan M.
    AUTOMATION IN CONSTRUCTION, 2008, 17 (04) : 425 - 438
  • [50] A prototype integrated decision support system for breast cancer oncology
    Lisboa, Paulo J. G.
    Jarman, Ian H.
    Etchells, Terence A.
    Ramsey, Phillip
    COMPUTATIONAL AND AMBIENT INTELLIGENCE, 2007, 4507 : 996 - +