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
  • [1] AN INTEGRATED DECISION SUPPORT SYSTEM
    SIDDIQUI, KJ
    LIU, YH
    DOREEN, DD
    PROCEEDINGS OF THE 17TH ANNUAL NORTH AMERICAN CONFERENCE OF THE INTERNATIONAL BUSINESS SCHOOLS COMPUTER USERS GROUP: MANAGING INFORMATION TECHNOLOGY : BUSINESS SCHOOLS ROLE IN THE 1990S, 1989, : 124 - 130
  • [2] A decision support tool for water and energy saving in the integrated water system
    Notaro, Vincenza
    Puleo, Valeria
    Fontanazza, Chiara Maria
    Sambito, Mariacrocetta
    La Loggia, Goffredo
    COMPUTING AND CONTROL FOR THE WATER INDUSTRY (CCWI2015): SHARING THE BEST PRACTICE IN WATER MANAGEMENT, 2015, 119 : 1109 - 1118
  • [3] An Integrated decision Support System for Intercropping
    Sodiya, A. S.
    Akinwale, A. T.
    Okeleye, K. A.
    Emmanuel, J. A.
    INTERNATIONAL JOURNAL OF DECISION SUPPORT SYSTEM TECHNOLOGY, 2010, 2 (03) : 51 - 66
  • [4] Integrated Thallassaemia Decision Support System
    Agwil, Rached Omer
    Shrivastava, Divya Prakash
    WSEAS Transactions on Computers, 2010, 9 (08): : 857 - 867
  • [5] Integrated decision support system for ABT
    Sreeni, T. S.
    Prabhu, P.
    Balu, Ch.
    Koshy, Sujith
    2006 IEEE POWER INDIA CONFERENCE, VOLS 1 AND 2, 2006, : 908 - +
  • [6] Integrated decision support system for power system operation
    Wang, Mingjun
    Dianli Xitong Zidonghue/Automation of Electric Power Systems, 2002, 26 (03): : 56 - 59
  • [7] INTEGRATED DECISION SUPPORT SYSTEM FOR OIL REFINERY
    LIU, CD
    WANG, ZT
    LECTURE NOTES IN ECONOMICS AND MATHEMATICAL SYSTEMS, 1991, 356 : 303 - 313
  • [8] An integrated decision support system for the Mediterranean forests
    Costa Freitas, M. B.
    Xavier, A.
    Fragoso, R.
    LAND USE POLICY, 2019, 80 : 298 - 308
  • [9] Marine Integrated Navigational Decision Support System
    Pietrzykowski, Zbigniew
    Borkowski, Piotr
    Wolejsza, Piotr
    TELEMATICS IN THE TRANSPORT ENVIRONMENT, 2012, 329 : 284 - +
  • [10] Solar energy decision support system
    Ramachandra, T. V.
    Jha, Rajeev Kumar
    Krishna, S. Vamsee
    Shruthi, B. V.
    INTERNATIONAL JOURNAL OF SUSTAINABLE ENERGY, 2005, 24 (04) : 207 - 224