System Forecast using a Case-Based Reasoning Methodology

被引：0
|
作者：
Rocha, Guilherme Conceicao [1 ]
Kienitz, Karl Heinz [2 ]
机构：
[1] Konatus Solucoes Inteligentes Ltda, Dept Engn, Sao Jose Dos Campos, SP, Brazil
[2] ITA, Dept Elect Engn, Sao Jose Dos Campos, SP, Brazil
来源：
2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) | 2011年
关键词：
Time series; Forecast; Case-Based Reasoning; Computacional Inteligence;
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：
This paper describes a case-based reasoning methodology for system forecast. For this purpose, a system condition function is defined, a time series is built and split in different scenarios, and a progression model for each scenario is determined. The forecast model for the last scenario is determined by merging the closest past scenario forecast model and the current scenario progression model.
引用
收藏
页码：1574 / 1579
页数：6
相关论文
共 50 条
  • [1] Crop disease dynamic forecast integrated with case-based reasoning methodology
    Yang, Zhengang
    Luo, Yanhui
    Deng, Feiqi
    Li, Ling
    [J]. WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 2551 - +
  • [2] Case-based reasoning is a methodology not a technology
    Watson, I
    [J]. KNOWLEDGE-BASED SYSTEMS, 1999, 12 (5-6) : 303 - 308
  • [3] Influenza forecast: Case-based reasoning or statistics?
    Schmidt, Rainer
    Waligora, Tina
    [J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS: KES 2007 - WIRN 2007, PT I, PROCEEDINGS, 2007, 4692 : 287 - +
  • [4] Case-based reasoning is a methodology not a technology
    AI-CBR, University of Salford, M5 4WT, Salford, United Kingdom
    [J]. Knowl Based Syst, 5-6 (303-308):
  • [5] An Integrated Hybrid Methodology of Time Series Forecast and Case-Based Reasoning for Fault Prognosis
    Viana, Icaro Bezerra
    Sandoval Goes, Luiz Carlos
    Rocha, Guilherme Conceiao
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON PROGNOSTICS AND HEALTH MANAGEMENT, 2013,
  • [6] Using Soft System Methodology to Support Stakeholders Management: Integrating Case-based Reasoning
    Sun Wei
    Gong Lirong
    [J]. 2009 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND COMPUTER SCIENCE, VOL 1, PROCEEDINGS, 2009, : 221 - 224
  • [7] A fixture design system using case-based reasoning
    Sun, SH
    Chen, JHL
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 1996, 9 (05) : 533 - 540
  • [8] Forecast System of Pear Scab Management Based on Case-based Reasoning and Fuzzy ISODATA Clustering
    Li, Liu
    Zhao Li-na
    Zhu Li-wu
    [J]. PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 1701 - 1706
  • [9] Influenza forecast: Comparison of case-based reasoning and statistical methods
    Waligora, T
    Schmidt, R
    [J]. BIOLOGICAL AND MEDICAL DATA ANALYSIS, PROCEEDINGS, 2005, 3745 : 202 - 210
  • [10] Fuzzy Case-Based Reasoning System
    Lu, Jing
    Bai, Dingling
    Zhang, Ning
    Yu, Tiantian
    Zhang, Xiakun
    [J]. APPLIED SCIENCES-BASEL, 2016, 6 (07):
12345