Decision support requirements for intelligent operation of southern grid in India

被引:0
|
作者
Bhaskar, Kalyani [1 ]
Sarma, V. V. S. [1 ]
Thukaram, D. [2 ]
Ramakrishna, K. [3 ]
机构
[1] Indian Inst Sci, Dept Comp Sci & Automat, Bangalore 560012, Karnataka, India
[2] Indian Inst Sci, Dept Elect Engn, Bangalore 560012, Karnataka, India
[3] Power Grid Corpf India Ltd, SRLDC, Bangalore, Karnataka, India
关键词
decision support system; fault diagnosis; fuzzy logic; knowledge-base system; Petri nets; probabilistic logic;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Control centers (CC) play a very important role in power system operation. An overall view of the system with information about all existing resources and needs is implemented through SCADA (Supervisory control and data acquisition system) and an EMS (energy management system). As advanced technologies have made their way into the utility environment, the operators are flooded with huge amount of data. The last decade has seen extensive applications of AI techniques, knowledge-based systems, Artificial Neural Networks in this area. This paper focuses on the need for development of an intelligent decision support system to assist the operator in making proper decisions. The requirements for realization of such a system are recognized for the effective operation and energy management of the southern grid in India The application of Petri nets leading to decision support system has been illustrated considering 24 bus system that is a part of southern grid.
引用
收藏
页码:48 / +
页数:3
相关论文
共 50 条
  • [31] A Decision-making Framework Based on Artificial Neural Networks and Intelligent Agents for Transmission Grid Operation
    Fernandes, Ricardo A. S.
    Lage, Guilherme G.
    da Costa, Geraldo R. M.
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2016, 44 (08) : 883 - 893
  • [32] Requirements for Decision Support Tools for grazing
    Van den Pol-van Dasselaar, A.
    Haan, M. H. A.
    Holshof, G.
    Philipsen, A. P.
    GRASSLAND - A EUROPEAN RESOURCE?, 2012, 17 : 786 - 788
  • [33] Towards Requirements Change Decision Support
    Ghosh, Sanjay
    Ramaswamy, Srini
    Jetley, Raoul Praful
    2013 20TH ASIA-PACIFIC SOFTWARE ENGINEERING CONFERENCE (APSEC 2013), VOL 1, 2013, : 148 - 155
  • [34] Improving postponement operation in warehouse: an intelligent pick-and-pack decision-support system
    Tse, Y. K.
    Tan, K. H.
    Ting, S. L.
    Choy, K. L.
    Ho, G. T. S.
    Chung, S. H.
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2012, 50 (24) : 7181 - 7197
  • [35] DECISION SUPPORT REQUIREMENTS IN FLEXIBLE MANUFACTURING
    SURI, R
    WHITNEY, CK
    JOURNAL OF MANUFACTURING SYSTEMS, 1984, 3 (01) : 61 - 69
  • [36] New Approaches for Smart Grid Requirements: Grid Protection and Optimization of Distribution Grid Operation
    Ritter, S.
    Ruettinger, H.
    Ritter, S.
    Bretschneider, P.
    Westermann, D.
    2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2011,
  • [37] Intelligent Decision Support for Data Purchase
    Martins, Denis Mayr Lima
    Vossen, Gottfried
    de Lima Neto, Fernando Buarque
    2017 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2017), 2017, : 396 - 402
  • [38] Hybrid intelligent suite for decision support
    Neto, F. B. Lima
    Oliveira, F. R. S.
    Pacheco, D. F.
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, 2007, : 94 - +
  • [39] Intelligent decision support system generator
    Shi, Zhenxia
    Lu, Jukang
    Journal of Systems Engineering and Electronics, 1993, 4 (01) : 45 - 52
  • [40] An Intelligent Decision Support System Generator
    Shi Zhenxia and Lu JukangDept. of Computer Science
    Chinese Journal of Systems Engineering and Electronics, 1993, (01) : 45 - 52