A Case-based Enterprise Information System for Thermal Power Plants' Safety Assessment

Security assessment of Thermal Power Plants (TPP) is one of the important means to guarantee the safety of production in thermal power production enterprises. Modern information technology may play a more important role in TPP safety assessment. Essentially, the evaluation of power plant systems relies to a large extent on the knowledge and length of experience of the experts. Therefore in this domain Case-Based Reasoning (CBR) is introduced for the security assessment of TPPs since this methodology models expertise through experience management. This paper provides a case-based approach for the management system security assessment decision making of TPPs (MSSATPP). A case matching method named CBRGrey is introduced in which Delphi approach and Grey System theory are integrated. Based on this method, we implement a prototype of enterprise assessment information system (CBRSYS-TPP) for the panel of

[1]  Robert H. Williams,et al.  Toward zero emissions from coal in China , 2001 .

[2]  Louis Wehenkel,et al.  Automatic induction of fuzzy decision trees and its application to power system security assessment , 1999, Fuzzy Sets Syst..

[3]  Ingoo Han,et al.  Risk analysis for electronic commerce using case-based reasoning , 1999, Intell. Syst. Account. Finance Manag..

[4]  Okyay Kaynak,et al.  Grey system theory-based models in time series prediction , 2010, Expert Syst. Appl..

[5]  Isabelle Bichindaritz,et al.  Case-based Reasoning in the Health , 2013 .

[6]  Donna K. Harman,et al.  Evaluation Issues in Information Retrieval , 1992, Inf. Process. Manag..

[7]  R. A. M. O N L O P E Z D E M A N T A R A S,et al.  Retrieval, reuse, revision and retention in case-based reasoning , 2006 .

[8]  George Wright,et al.  Expert Opinions in Forecasting: The Role of the Delphi Technique , 2001 .

[9]  Yongping Yang,et al.  Power generation from pulverized coal in China , 2010 .

[10]  E. Lora,et al.  Estimate of ecological efficiency for thermal power plants in Brazil , 2005 .

[11]  Vikrant Gupta,et al.  Coding, evaluation and selection of thermal power plants – A MADM approach , 2007 .

[12]  Chanan Singh,et al.  Power system probabilistic security assessment using Bayes classifier , 2005 .

[13]  Isabelle Bichindaritz,et al.  Case-based reasoning in the health sciences: What's next? , 2006, Artif. Intell. Medicine.

[14]  Markus Nilsson,et al.  Advancements and Trends in Medical Case-Based Reasoning: An Overview of Systems and System Development , 2004, FLAIRS.

[15]  Nima Amjady.  Dynamic voltage security assessment by a neural network based method , 2003 .

[16]  Deng Ju-Long,et al.  Control problems of grey systems , 1982 .

[17]  Kauko Leiviskä,et al.  Case-Based Reasoning in Web Break Sensitivity Evaluation in a Paper Machine , 2005, J. Adv. Comput. Intell. Intell. Informatics.

[18]  Peide Liu,et al.  Research on Risk Evaluation in Supply Chain Based on Grey Relational Method , 2008, J. Comput..

[19]  Barry Smyth,et al.  Retrieval, reuse, revision and retention in case-based reasoning , 2005, The Knowledge Engineering Review.

[20]  Sue J. Lin,et al.  Evaluation of thermal power plant operational performance in Taiwan by data envelopment analysis , 2010 .

[21]  Zuhal Oktay,et al.  Investigation of coal-fired power plants in Turkey and a case study: Can plant , 2009 .

[22]  H. H. Erdem,et al.  Comparative energetic and exergetic performance analyses for coal-fired thermal power plants in Turkey , 2009 .

[23]  Michael J. Prietula,et al.  Examining the Feasibility of a Case-Based Reasoning Model for Software Effort Estimation , 1992, MIS Q..

[24]  Young-hwan Bang,et al.  CBR (Case-Based Reasoning) Evaluation Modeling for Security Risk Analysis in Information Security System , 2008, 2008 International Conference on Security Technology.

[25]  R. Kumar,et al.  Radon activity and exhalation rates measurements in fly ash from a thermal power plant , 2005 .

[26]  Samar Al Sayegh Petkovšek,et al.  Norway spruce needles as bioindicator of air pollution in the area of influence of the Sostanj Thermal Power Plant, Slovenia. , 2008, Environmental pollution.

[27]  Changyong Liang,et al.  Intelligent Technique for Knowledge Reuse of Dental Medical Records Based on Case-Based Reasoning , 2010, Journal of Medical Systems.

[28]  C. Nielsen,et al.  Establishment of a database of emission factors for atmospheric pollutants from Chinese coal-fired power plants , 2010 .

[29]  Pei-Chann Chang,et al.  A hybrid system by evolving case-based reasoning with genetic algorithm in wholesaler's returning book forecasting , 2006, Decis. Support Syst..

[30]  Leonid Churilov,et al.  Combining data mining and case-based reasoning for intelligent decision support for pathology ordering by general practitioners , 2009, Eur. J. Oper. Res..

[31]  Agnar Aamodt,et al.  Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches , 1994, AI Commun..