Analyzing Substation Automation System Reliability using Probabilistic Relational Models and Enterprise Architecture

Modern society is unquestionably heavily reliant on supply of electricity. Hence, the power system is one of the important infrastructures for future growth. However, the power system of today was ...

[1]  W. Wimmer,et al.  Reliability investigations for SA communication architectures based on IEC 61850 , 2005, 2005 IEEE Russia Power Tech.

[2]  Moustafa Chenine,et al.  Enterprise Architecture Analysis for Data Accuracy Assessments , 2009, 2009 IEEE International Enterprise Distributed Object Computing Conference.

[3]  Henderik Alex Proper,et al.  Principles in an Enterprise Architecture Context , 2011 .

[4]  Richard L. Tweedie,et al.  Markov Chains and Stochastic Stability , 1993, Communications and Control Engineering Series.

[5]  Hamze Hajian-Hoseinabadi.  Reliability and component importance analysis of substation automation systems , 2013 .

[6]  Närman Per.  Enterprise Architecture for Information System Analysis : Modeling and assessing data accuracy, availability, performance and application usage , 2012 .

[7]  IEEE-SA Standards Board , 2000 .

[8]  Raphael Caire,et al.  ICT and Powers Systems: An Integrated Approach , 2010 .

[9]  Thomas G. Dietterich.  Adaptive computation and machine learning , 1998 .

[10]  Markus Buschle,et al.  A Tool for Interoperability Analysis of Enterprise Architecture Models using Pi-OCL , 2010, I-ESA.

[11]  Marvin Rausand,et al.  System Reliability Theory: Models, Statistical Methods, and Applications , 2003 .

[12]  David Dolezilek.  CASE STUDY OF A LARGE TRANSMISSION AND DISTRIBUTION SUBSTATION AUTOMATION PROJECT , 1999 .

[13]  Barry W. Johnson.  Design & analysis of fault tolerant digital systems , 1988 .

[14]  Robert Winter,et al.  Essential Layers, Artifacts, and Dependencies of Enterprise Architecture , 2006, 2006 10th IEEE International Enterprise Distributed Object Computing Conference Workshops (EDOCW'06).

[15]  Atte Helminen,et al.  Quantitative Reliability Estimation of a Computer-Based Motor Protection Relay Using Bayesian Networks , 2003, SAFECOMP.

[16]  Lars Nordström,et al.  An Architecture-Based Framework for Reliability Analysis of ICT for Power Systems , 2011 .

[17]  A.R. Khalid,et al.  Reliability and availability study on substation automation system based on IEC 61850 , 2008, 2008 IEEE 2nd International Power and Energy Conference.

[18]  Khurram Shahzad,et al.  P2AMF: Predictive, Probabilistic Architecture Modeling Framework , 2013, IWEI.

[19]  John A. Zachman,et al.  A Framework for Information Systems Architecture , 1987, IBM Syst. J..

[20]  Michal Linial,et al.  Using Bayesian Networks to Analyze Expression Data , 2000, J. Comput. Biol..

[21]  Ulrik Franke,et al.  An architecture framework for enterprise IT service availability analysis , 2014, Software & Systems Modeling.

[22]  Henderik Alex Proper,et al.  Architecture Principles - The Cornerstones of Enterprise Architecture , 2011, The Enterprise Engineering Series.

[23]  Mathias Ekstedt,et al.  The Cyber Security Modeling Language: A Tool for Assessing the Vulnerability of Enterprise System Architectures , 2013, IEEE Systems Journal.

[24]  Ulrik Franke,et al.  An Enterprise Architecture framework for application consolidation in the Swedish Armed Forces , 2009, 2009 13th Enterprise Distributed Object Computing Conference Workshops.

[25]  Atte Helminen.  Case Study on Bayesian Reliability Estimation of Software Design of Motor Protection Relay , 2007, SAFECOMP.

[26]  Jeanne W. Ross,et al.  Enterprise Architecture As Strategy: Creating a Foundation for Business Execution , 2006 .

[27]  Christoph Brunner,et al.  Design of IEC 61850 based Substation Automation Systems according to customer requirements , 2004 .

[28]  D. Minoli.  Enterprise Architecture A to Z: Frameworks, Business Process Modeling, SOA, and Infrastructure Technology , 2008 .

[29]  Philippe Weber,et al.  Using probabilistic relational models for knowledge representation of production systems: A new approach to assessing maintenance strategies , 2012 .

[30]  L. Soder,et al.  A circuit breaker reliability model for restoration planning considering risk of communication outage , 2011, 2011 IEEE Trondheim PowerTech.

[31]  Markus Buschle,et al.  A Tool for Enterprise Architecture Analysis of Maintainability , 2009, 2009 13th European Conference on Software Maintenance and Reengineering.

[32]  A. P. Apostolov.  UML and XML use in IEC 61850 , 2010, IEEE PES T&D 2010.

[33]  Robert Winter,et al.  Understanding Enterprise Architecture Management Design - An Empirical Analysis , 2011, Wirtschaftsinformatik.

[34]  Mathias Ekstedt,et al.  Using Enterprise Architecture for CIO Decision-Making On the Importance of Theory , 2004 .

[35]  Peter Bernus,et al.  GERAM: The Generalised Enterprise Reference Architecture and Methodology , 2003 .

[36]  Mathias Ekstedt,et al.  Enterprise Architecture : Models and Analyses for Information Systems Decision Making , 2007 .

[37]  Farhad Arbab,et al.  Enterprise architecture: Management tool and blueprint for the organisation , 2006, Inf. Syst. Frontiers.

[38]  Markus Buschle,et al.  A Tool for Enterprise Architecture Analysis using the PRM formalism , 2010, CAiSE Forum.

[39]  Mathias Ekstedt,et al.  Using enterprise architecture analysis and interview data to estimate service response time , 2013, J. Strateg. Inf. Syst..

[40]  Erik Johansson,et al.  A Tool for Enterprise Architecture Analysis , 2007, 11th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2007).

[41]  Lennart Soder,et al.  Impact of remote control failure on power system restoration time , 2010, 2010 IEEE 11th International Conference on Probabilistic Methods Applied to Power Systems.

[42]  Khurram Shahzad,et al.  The Enterprise Architecture Analysis Tool - Support for the Predictive, Probabilistic Architecture Modeling Framework , 2013, AMCIS.

[43]  L. Nordstrom,et al.  Reliability analysis of substation automation system functions , 2012, 2012 Proceedings Annual Reliability and Maintainability Symposium.

[44]  Markus Buschle,et al.  An enterprise architecture framework for multi-attribute information systems analysis , 2012, Software & Systems Modeling.

[45]  Daniel S. Kirschen,et al.  Assessing the effect of failures in the information and communication infrastructure on power system reliability , 2011, 2011 IEEE/PES Power Systems Conference and Exposition.

[46]  Ben Taskar,et al.  Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning) , 2007 .

[47]  Guy Doumeingts,et al.  Architecture modeling for interoperability analysis on the future internet , 2012 .

[48]  A. G. Bruce.  Reliability analysis of electric utility SCADA systems , 1997 .

[49]  Valeriy Vyatkin,et al.  Distributed Power System Automation With IEC 61850, IEC 61499, and Intelligent Control , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[50]  Robert Lagerström.  Analyzing System Maintainability using Enterprise Architecture Models , 2007 .

[51]  Finn V. Jensen,et al.  Bayesian Networks and Decision Graphs , 2001, Statistics for Engineering and Information Science.

[52]  A. Kalam,et al.  Object Modeling of Data and DataSets in the International Standard IEC 61850 , 2009, IEEE Transactions on Power Delivery.

[53]  Pontus Johnson,et al.  Predicting Interoperability in an Environmental Assurance System , 2012, I-ESA.

[54]  Florian Matthes,et al.  A Meta-language for Enterprise Architecture Analysis , 2011, BMMDS/EMMSAD.

[55]  Frank S. de Boer,et al.  Enterprise Architecture Analysis with XML , 2005, Proceedings of the 38th Annual Hawaii International Conference on System Sciences.

[56]  Marten van Sinderen,et al.  Extending enterprise architecture modelling with business goals and requirements , 2011, Enterp. Inf. Syst..

[57]  Lars Nordström,et al.  Formalizing Analysis of Enterprise Architecture , 2006, I-ESA.

[58]  Ulrik Franke,et al.  Enterprise architecture dependency analysis using fault trees and Bayesian networks , 2009, SpringSim '09.

[59]  Maria-Eugenia Iacob,et al.  ArchiMate 1.0 Specification , 2009 .

[60]  Florian Matthes,et al.  A Pattern-based Approach to Quantitative Enterprise Architecture Analysis , 2009, AMCIS.

[61]  Marten van Sinderen,et al.  Business Model Risk Analysis: Predicting the Probability of Business Network Profitability , 2013, IWEI.

[62]  Peter Crossley,et al.  The impact of functional integration on the reliability of substation protection and control systems , 2001 .

[63]  Marc M. Lankhorst.  Enterprise Architecture at Work - Modelling, Communication and Analysis, 3rd Edition , 2005, The Enterprise Engineering Series.

[64]  Salvatore J. Bavuso,et al.  Fault trees and Markov models for reliability analysis of fault-tolerant digital systems , 1993 .

[65]  Otto Preiss,et al.  Understanding and using the IEC 61850: a case for meta-modelling , 2005, Comput. Stand. Interfaces.

[66]  Tobias Bucher,et al.  Enterprise Architecture Analysis and Application - An Exploratory Study , 2007 .

[67]  Luigi Portinale,et al.  Improving the analysis of dependable systems by mapping fault trees into Bayesian networks , 2001, Reliab. Eng. Syst. Saf..

[68]  R.E. Mackiewicz,et al.  Overview of IEC 61850 and Benefits , 2006, 2005/2006 IEEE/PES Transmission and Distribution Conference and Exhibition.

[69]  Van Haren,et al.  TOGAF Version 9.1 , 2011 .

[70]  P. Anderson,et al.  RELIABILITY ANALYSIS OF TRANSMISSION PROTECTION USING FAULT TREE METHODS , 1997 .

[71]  Alain Wegmann,et al.  Towards a composition model problem based on IEC61850 , 2003, J. Syst. Softw..

[72]  Maria-Eugenia Iacob,et al.  ArchiMate 2.0 Specification: The Open Group , 2012 .

[73]  Philippe Weber,et al.  Use of Probabilistic Relational Model (PRM) for Dependability Analysis of Complex Systems , 2010 .

[74]  Urho Pulkkinen,et al.  A METHOD FOR ANALYSING THE EFFECT OF SUBSTATION FAILURES ON POWER SYSTEM RELIABILITY , 2005 .

[75]  Marten Schönherr,et al.  Towards a Common Terminology in the Discipline of Enterprise Architecture , 2009, ICSOC Workshops.

[76]  Otto Preiss,et al.  Towards the formal integration of two upcoming standards: IEC 61970 and IEC 61850 , 2003, Large Engineering Systems Conference on Power Engineering, 2003.

[77]  Hamze Hajian-Hoseinabadi.  Impacts of Automated Control Systems on Substation Reliability , 2011, IEEE Transactions on Power Delivery.

[78]  Ulrik Franke,et al.  Probabilistic availability analysis of control and automation systems for active distribution networks , 2010, IEEE PES T&D 2010.

[79]  H. Schneider.  Failure mode and effect analysis : FMEA from theory to execution , 1996 .

[80]  Markus Buschle,et al.  A language for interoperability modeling and prediction , 2012, Computers in industry (Print).

[81]  Clifton A. Ericson,et al.  Fault tree and Markov analysis applied to various design complexities , 2000 .

[82]  Robert Winter,et al.  Viewpoint-based Meta Model Engineering , 2007, EMISA.

[83]  Alain Wegmann,et al.  On the Systemic Enterprise Architecture Methodology (Seam) , 2003, ICEIS.

[84]  Mathias Ekstedt,et al.  A probabilistic relational model for security risk analysis , 2010, Comput. Secur..

[85]  Florian Matthes,et al.  Classifying Enterprise Architecture Analysis Approaches , 2009, IWEI.

[86]  Sabine Buckl,et al.  A Survival Analysis of Application Life Spans based on Enterprise Architecture Models , 2009, EMISA.

[87]  Adriano Carvalho,et al.  Towards model-driven design of substation automation systems , 2005 .

[88]  Makis Stamatelatos,et al.  Fault tree handbook with aerospace applications , 2002 .

[89]  L. Nordstrom,et al.  Reliability Analysis of Substation Automation System Functions Using PRMs , 2013, IEEE Transactions on Smart Grid.

[90]  Fereidoon Shams Aliee,et al.  An AHP-based approach toward enterprise architecture analysis based on enterprise architecture quality attributes , 2011, Knowledge and Information Systems.

[91]  Detlef Schoder,et al.  An Exploration of Enterprise Architecture Research , 2013, Commun. Assoc. Inf. Syst..

[92]  Luigi Portinale,et al.  Comparing Fault Trees and Bayesian Networks for Dependability Analysis , 1999, SAFECOMP.

[93]  Bjørn Axel Gran,et al.  A Bayesian Belief Network for Reliability Assessment , 2001, SAFECOMP.

[94]  Richard E. Neapolitan,et al.  Learning Bayesian networks , 2007, KDD '07.

[95]  Robert Lagerström,et al.  A method for creating entreprise architecture metamodels applied to systems modifiability , 2009, Int. J. Comput. Sci. Appl..

[96]  L. Nordstrom,et al.  Assessing impact of ICT system quality on operation of active distribution grids , 2009, 2009 IEEE Bucharest PowerTech.

[97]  Mathaios Panteli.  Impact of ICT reliability and situation awareness on power system blackouts , 2013 .

[98]  Maria-Eugenia Iacob,et al.  Quantitative Analysis of Enterprise Architectures , 2006 .

[99]  Robert Lagerström,et al.  Extended Influence Diagrams for Enterprise Architecture Analysis , 2006, 2006 10th IEEE International Enterprise Distributed Object Computing Conference (EDOC'06).

[100]  Peter Crossley,et al.  Reliability evaluation of substation control systems , 1999 .

[101]  Florian Matthes,et al.  Investigating the State-of-the-Art in Enterprise Architecture Management Methods in literature and Practice , 2010, MCIS.

[102]  Hamze Hajian-Hoseinabadi,et al.  Composite automated distribution system reliability model considering various automated substations , 2014 .

[103]  Florian Matthes,et al.  Towards a Method Framework for Enterprise Architecture Management – A Literature Analysis from a Viable System Perspective , 2010 .

[104]  John Lane,et al.  IEEE Standard Computer Dictionary: Compilation of IEEE Standard Computer Glossaries , 1991 .

[105]  Mao Peng,et al.  Performance Analysis for Substation Automation Systems: A PICOM Approach and Improvement , 2005, 2005 IEEE/PES Transmission & Distribution Conference & Exposition: Asia and Pacific.

[106]  Moustafa Chenine,et al.  Using Enterprise Architecture Models for System Quality Analysis , 2008, 2008 12th International IEEE Enterprise Distributed Object Computing Conference.

[107]  Martin Op't Land,et al.  Enterprise Architecture - Creating Value by Informed Governance , 2008, The Enterprise Engineering Series.

[108]  Ben Taskar,et al.  Introduction to statistical relational learning , 2007 .

[109]  Florian Matthes,et al.  A Conceptual Framework for Enterprise Architecture Design , 2010, TEAR.

[110]  Jaap Schekkerman,et al.  How to Survive in the Jungle of Enterprise Architecture Framework: Creating or Choosing an Enterprise Architecture Framework , 2003 .

[111]  Valeriy Vyatkin,et al.  Towards intelligent Smart Grid devices with IEC 61850 Interoperability and IEC 61499 open control architecture , 2010, IEEE PES T&D 2010.

[112]  Mathias Ekstedt,et al.  Probabilistic Relational Models for assessment of reliability of active distribution management systems , 2010, 2010 IEEE 11th International Conference on Probabilistic Methods Applied to Power Systems.

[113]  Benoît Iung,et al.  PRM-based patterns for knowledge formalisation of industrial systems to support maintenance strategies assessment , 2013, Reliab. Eng. Syst. Saf..

[114]  R. Beresh,et al.  Basic Fault Tree Analysis for use in protection reliability , 2007, 2007 Power Systems Conference: Advanced Metering, Protection, Control, Communication, and Distributed Resources.

[115]  Lars Nordström,et al.  Mapping the Substation Configuration Language of IEC 61850 to ArchiMate , 2010, 2010 14th IEEE International Enterprise Distributed Object Computing Conference Workshops.

[116]  J. Konig,et al.  An extended framework for reliability analysis of ict for power systems , 2011, 2011 IEEE Trondheim PowerTech.

[117]  Mathias Ekstedt,et al.  Enterprise architecture models for cyber security analysis , 2009, 2009 IEEE/PES Power Systems Conference and Exposition.

[118]  Robert Lagerström,et al.  Architecture analysis of enterprise systems modifiability - Models, analysis, and validation , 2010, J. Syst. Softw..

[119]  Mathias Ekstedt,et al.  EAF2- A Framework for Categorizing Enterprise Architecture Frameworks , 2009, 2009 10th ACIS International Conference on Software Engineering, Artificial Intelligences, Networking and Parallel/Distributed Computing.