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
  • [42] Intelligent Support for Medical Decision Making
    Kiseleva, E., I
    Astachova, I. F.
    ADVANCES IN AUTOMATION III, 2022, 857 : 113 - 120
  • [43] Towards an Intelligent Decision Making Support
    Ben Yahia, Nesrine
    Bellamine, Narjes
    Ben Ghezala, Henda
    INTELLIGENT INFORMATICS, 2013, 182 : 81 - 87
  • [44] An Intelligent System for decision Support in Bioinformatics
    Fiannaca, Antonino
    La Rosa, Massimo
    Peri, Daniele
    Rizzo, Riccardo
    ERCIM NEWS, 2011, (84): : 35 - 36
  • [45] Intelligent Decision Making Support Tools
    Fujita, Hamido
    Herrera-Viedma, Enrique
    KNOWLEDGE-BASED SYSTEMS, 2014, 58 : 1 - 2
  • [46] An intelligent decision support system for IT outsourcing
    Buyukozkan, Gulcin
    Feyzioglu, Orhan
    FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2006, 4223 : 1303 - 1312
  • [47] Intelligent decision support of urban design
    Xirogiannis, George
    Stylianidis, Orestis
    Stefanou, Joseph
    JOURNAL OF ARCHITECTURAL AND PLANNING RESEARCH, 2006, 23 (02) : 113 - 133
  • [48] Intelligent information systems for decision support
    Ying-Lie, O
    IC-AI '04 & MLMTA'04 , VOL 1 AND 2, PROCEEDINGS, 2004, : 326 - 332
  • [49] Intelligent decision support for medication review
    Bindoff, Ivan
    Tenni, Peter
    Kang, Byeong Ho
    Peterson, Gregory
    ADVANCES IN KNOWLEDGE ACQUISITION AND MANAGEMENT, 2006, 4303 : 120 - +
  • [50] Knowledge Engineering for Intelligent Decision Support
    Vanina Martinez, Maria
    PROCEEDINGS OF THE TWENTY-SIXTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 5131 - 5135