연구동향 분석

자동 공정 지식 추출 및 지식베이스 구축 기반의 플랜트 안전운전 절차 생성시스템 = Plant Safety Operating Procedure Generation System Using Automated Process Knowledge Extraction and Knowledge Base Construction

박명남 2022년

논문상세정보
인용/피인용
' 자동 공정 지식 추출 및 지식베이스 구축 기반의 플랜트 안전운전 절차 생성시스템 = Plant Safety Operating Procedure Generation System Using Automated Process Knowledge Extraction and Knowledge Base Construction' 의 주제별 논문영향력
논문영향력 선정 방법
논문영향력 요약
주제
  • 심볼릭 인공지능
  • 운전 절차서
  • 인과관계 그래프
  • 지식 베이스
  • 지식 추출 자동화
  • 지식기반 엔지니어링
  • 지식표현
  • 최단경로
동일주제 총논문수 논문피인용 총횟수 주제별 논문영향력의 평균
62 0

0.0%

' 자동 공정 지식 추출 및 지식베이스 구축 기반의 플랜트 안전운전 절차 생성시스템 = Plant Safety Operating Procedure Generation System Using Automated Process Knowledge Extraction and Knowledge Base Construction' 의 참고문헌

  • 화학물질안전원, “2014년 중대사고 사례집”
    환경부 화학물질안전원 [2015]
  • “회분식 공정의 HAZOP 분석 자동화를 위한 전문가 시스템 개 발”
    허보경 황규석 KIGAS Vol.5, No. 1 [2001]
  • “화학사고 원인분석을 통한 예방대책 수립에 관한 연구”
    이형섭 임지표 한국안전 학회, Vol.32 pp.21-27 [2017]
  • “화학공장의 사고사례를 활용한 정상 및 비정상 작업 시의 화재폭발사고 원인 조사”
    서동현 이근원 최이락 한우섭 안전보건공단 [2018]
  • “온톨로지 기반의 보일러 셧다운 절차 생성: 지식 표현 및 훈련 시나리오 활용”
    김태옥 박명남 신동일 이봉우 KIGAS vol. 21, No. 4, pp.47-61 [2017]
  • [9] Daramola, O., Stalhane, T., Omoronyia, I., Sindre, G., “Using ontologies and machine learnig for hazard identification and safett analysis”, Managing Requirements Knowledge, Springer (2013)
    [2013]
  • [8] Single, J.I., Schmidit, J., Denecke, J., “State of research on the automation of HAZOP studies”, Journal of Loss Prevention in the Process Industries, 62: 103952 (2019)
    [2019]
  • [84] Michael DeBellis, “A Practical Guide to Building OWL Ontologies Using Protege 5.5 and Plugins”, Edition 3.0 Stanford University (2021)
  • [83] Colordo university, “Verbnet”, Computational lexical resource for verbs, https://verbs.colorado.edu/verbnet/ (accessed 18 November 2021)
  • [82] Prinston University, “Wordnet”, https://wordnet.princeton.edu/ (accessed 18 November 2021)
  • [81] Mike Barker, Jawahar Rawtani, “Practical batch process management”, British Library (2005)
    [2005]
  • [80] E. Munoz, A. Espuna, L. Puigjaner, “Towards an ontological infrastructure for chemical batch process management”, computers and chemical engineering 34, p.668-682 (2010)
    [2010]
  • [7] Jan Morbach, Aidong Yang, Wolfgang Marquardt, “OntoCAPE-A large scale ontology for chemical process engineering”, Engineering applications of artificial intelligence, vol. 20, pp.147-161 (2007)
    [2007]
  • [78] Ali F., Kim EK, Kim Y-G, “Type-2 fuzzy ontology-based opinion mining and information extraction: A proposal to automate the hotel reservation system, Applied intelligence 42, p.481-500 (2015)
    [2015]
  • [77] Maynard D, Peters W., Li Y., “Metrics for Evaluation of Ontology-based Information”, WWW 2006 Workshop (2006)
  • [74] Paul Burkhardt, “Optimal algebraic Breadth-First Search for sparse graphs”, ACM Vol. 15, (2021)
  • [73] Juan Fernandez-Olivares, Ignacio Vellido, Luis Castillo, “Addressing HTN planning with Blind Depth First Search, The 10th International planning Competition, (2021)
    [2021]
  • [72] Samah W.G. AbuSalim, Rosziati Ibrahim, Mohd Zainuri Saringat, Sapiee Jamel and Jahari Abdul Wahab, “Comparative Analysis between Dijkstra and Bellman-Ford Algorithm in Shorest Path Optimization”, IOP Conference Series: Materials Science and Engineering, Vol. 917 (2020)
    [2020]
  • [71] Dana Nau, Tsz-Chiu Au, Okhtay Ilghami, Ugur Kuter, J. William Murdock, Dan Wu, and Fusun Yaman “SHOP2: An HTN planning System”, Journal of Artificial Intelligence Research, 20, 379-404 (2003)
    [2003]
  • [6] Jan Morbach, Andreas Wiesner, Wolfgang Marquardt, “OntoCAPE-A(re)usable ontology for computer-aided process engineering”, Computers & Chemical Engineering Vol. 33, 1546-1556 (2009)
    [2009]
  • [68] Martin J. O’Connor, Christian Halaschek-Wiener, Mark A. Musen, “Mapping Master: a Flexible Approach for mapping Spreadsheets to OWL”, ISWC (2010)
    [2010]
  • [67] R. C. Bunescu and R. J. Mooney, “A shortest path dependency kernel for relation extraction,” Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing, pp. 724–731, Association for Computational Linguistics, (2005)
    [2005]
  • [66] Malik Ghallab, Dana Nau, Paolo Traverso, “Automated planning and action”, Cambridge university (2016)
    [2016]
  • [65] Environment protection agency, “Guidance for Preparing Standard Operating Procedures(SOPs), Office of Environmental information (2007)
    [2007]
  • [64] Li H.S., Lu, M.L. and NaKa, Y,. “A2-Tier Methodology for synthesis of Operating procedures”, Computers & Chemical Engineering, Vol. 21, No.S, 899-903 (1997)
    [1997]
  • [63] Needham, M. and Hodler, A. E., “Graph Algorithms: Practical Examples in Apache Spark and Neo4j”, O'Reilly Media, Inc., (2019)
    [2019]
  • [62] Hans Teijgeler, “ISO 15926 the Lingua Franca for global interoperability”, ISO 215926, https://15926.org/topics/mapping-pid/index.htm (accessed 18 November 2021)
  • [61] PAREDAENS, J., PEELMAN, P., AND TANCA, L. “G-Log: A graph-based query language”. IEEE Trans. Knowl. Data Eng. 7, 3, 436–453. (1995)
    [1995]
  • [60] Balasubramaniam Srinivasan, Da Zheng, George Karypis, “Learning over Familiers of Sets-Hypergraph Representation Learning for Higher Order Tasks”, Comper Science, Mathematics (2021)
  • [5] The semantic web for engineering, “ISO 15926”, avaiable at http://www.15926.org (accessed 16 November 2021)
  • [59] Renzo Angles and Claudio Gutierrez, “Survey of Database Models”, ACM Comput. Surv. 40, 1, Article 1, (2008)
    [2008]
  • [58] George Doddington, Alexis Mitchell, Mark Przybocki, Lance Ramshaw, Stephanie Strassel, Ralph Weishedel, “The Automatic Content Extraction(ACE) Program Tasks, Data, and Evaluation”, Citeseerx (2004)
    [2004]
  • [57] M.-F. Moens. “Information Extraction: Algorithms and Prospects in a Retrieval Context.” Springer, (2006)
    [2006]
  • [56] Nivre, J., M.-C. deMarneffe, F. Ginter, Y. Goldberg, J. Hajiˇc, C. D. Manning, R. McDonald, S. Petrov, S. Pyysalo, N. Silveira, R. Tsarfaty, and D. Zeman. “Universal Dependencies v1: A multilingual treebank collection.” LREC. (2016)
    [2016]
  • [55] Marneffe, M.-C., T. Dozat, N. Silveira, K. Haverinen, F. Ginter, J. Nivre, and C. D. Manning. “Universal Stanford dependencies: A cross-linguistic typology”, LREC. (2014)
    [2014]
  • [54] LOD2, “Report on Knowledge Extraction from Structured Sources”, Collaborative Project http://static.lod2.eu/Deliverables/deliverable-3.1.1.pdf (accessed 18 November 2021)
  • [53] W3C, “RDB2RDF Working group chapter”, W3C technology and society domain, https://www.w3.org/2009/08/rdb2rdf-charter (accessed 18 November 2021)
  • [52] Tomaz Bratanic, “From Texdt to knowledge: The information extraction pipeline”, https://www.towarddatascience.com (accessed 18 November 2021)
  • [51] Fernández-López, M., Gómez-Pérez, A., Juristo, N., “METHONTOLOGY: From Ontological Art Towards Ontological Engineering”, AAAI-97 Spring Symposium Series, Providence, 33-40. (1997)
    [1997]
  • [50] W3C, “OWL Web Ontology Language Overview”, W3C Recommendation 10 (2004)
    [2004]
  • [4] Sead Spuzic, “Maintenance Management Informatics”, CQU university, Plant Maintenance Resource Center, (2015)
    [2015]
  • [49] Grigoris Antoniou, Enrico Franconi, and Frank van Harmelen, “ Introuduction to Semantic Web Ontology Language”, Reasoning web, pp.1-21 (2005)
    [2005]
  • [48] Van Heist, Schreiber and Wielinga, “Using explicit ontologies in KBS development”, International Journal of Human computer studies, vol. 45, 183-292 (1997)
    [1997]
  • [46] N.F. Noy, D.L. McGuinness, “Ontology Development 101: A Guide to Creating Your First Ontology”, KSL-01-05, Stanford knowledge systems laboratory, Stanford, CA, (2001)
    [2001]
  • [45] P. Zhou, N. El-Gohary, “Ontology-based automated information extraction from building energy conservation codes”, Autom. ConStruct. 74 (2017)
    [2017]
  • [44] Takata, S., Kimura, F., Van Houten, F.J.A.M., Westkamper, E., Shpitalni, M., Ceglarek, D. and Lee, J., “Maintenance: Changing Role in Life Cycle Management”, CIRP Annals, Manufacturing Technology, 53(2), pp. 643-655 (2004)
    [2004]
  • [43] J. Zhang, N.M. El-Gohary, “Semantic NLP-based information extraction from construction regulatory documents for automated compliance checking”, J. Computer Civil Engineering 30 4015014 (2016)
    [2016]
  • [40] Birte Glimm, “Querying Description logic knowledge bases”, thesis university of manchester, PhD (2007)
    [2007]
  • [39] J. Montmain, S. Gentil, “Dynamic causal model diagnostic reasoning for online technical process supervision”, Automatica 36, 1137-1152 (2000)
    [2000]
  • [38] Franz Baader et al. eds., “The description Logic Handbook: Theory, Implementation and Applications”, Cambridge University Press (2003)
    [2003]
  • [37] Jan Morbach, Andreas Wiesner, Wolfgang Marquardt, “OntoCAPE-A(re)usable ontology for computer-aided process engineering”, Computers & Chemical Engineering Vol.33 1546-1556 (2009)
    [2009]
  • [36] W3C OWL Web site, https://www.w3.org/OWL/ (2021)
  • [35] Byungchul Kim, Hans Teijgeler, Duhwan Mun, Danhe Sun, Jinsang Hwang, Soonhung Ham, “A Representation and Implementation of Process Plant Models using OWL and ISO 15926”, International Conference on Product Lifecycle Management (2008)
    [2008]
  • [34] Hans Teijgeler, “ISO 15926, ISO 15926 on page”, https://15926.org/topics/index.htm (2021)
  • [33] Takata, S., Kimura, F., Van Houten, F.J.A.M., Westkamper, E., Shpitalni, M., Ceglarek, D. and Lee, J., “Maintenance: Changing Role in Life Cycle Management”, CIRP Annals, Manufacturing Technology, 53(2), pp. 643-655 (2004)
    [2004]
  • [32] Byung Chul Kim, Bongcheol Kim, Sangjin Park, Hans Teijgeler, Dubwan Mun, “ISO 15926-based integration of process plant life-cycle information including maintenance activity”, Research and Application vol. 28(I), 58-71 (2020)
    [2020]
  • [31] Alan Akbik, Larysa Visengeriyeva, Priska Herger, Holmer Hermsen, Alexander Loser, “Unsupervised Discovery of relations and Discriminative Extraction Patterns” International Conference on Computational Linguistics (2012)
    [2012]
  • [30] Johannes I. Single, Jurgen Schmidt, Jens Denecke, “State of research on the automation of HAZOP studies”, Journal of Loss Prevention in the Process Industires 62 (2019)
    [2019]
  • [29] Luciano Del Corro, Rainer Gemulla, “ClausIE: Clause-Based Open Information Extraction”, Proceedings of the 22nd international conference on world wide web (2013)
    [2013]
  • [28] Michele Banko, Micheal J Cafarella, Stephene Soderland, Matt Broadhead and Oren Etzioni,“Open Information Extraction from the Web“ , Proceedings of the 20th international joint conference on artificial intelligence, January 6-12 (2007)
    [2007]
  • [27] Tuomas Miettinen, Juho Salmi, Kunal Gupta, Jussi Koskkela, Janne Kauttio, Tommi Karhela, Sampsa Ruutu, “Applying Modelica Tools to System Dynamics Based Learning Games: Project Management Game”, Hindawi, Modeling and Simulation in Engineering (2016)
    [2016]
  • [26] Hui Cheng, Mats Nikus, Sirkka-Liisa Jamsa-Jounela, ”Application of a causal diagrah based fault diagnosis method with discrete state model on a paper machine simulator“, 2nd workshop om networked control system and fault tolerant control (2006)
    [2006]
  • [24] Kalibatiene, D., Vasilecas, O., “Survey on ontology languages”, International Conf. on Business info. Research, pp.124-141 (2011)
    [2011]
  • [23] Hitzler, P., Krotzch, M., Rudolph, S., Sure, Y., “Semantic web”, Springer 1st edition (2008)
    [2008]
  • [22] Asuncion Gomez-Perez, Mariano Fernandez Lopez, and Oscar Corcho, “Ontological Engineering with examples from the areas of knowledge management, e-commerce and the semantic web, springers (2003)
    [2003]
  • [21] Lassila, O., Swick, R.R.,“Resource description framework(RDF) model and syntax” W3C (1997)
    [1997]
  • [20] Junwei Du, Hanrui Zhao, Yangyang Yu, and Qiang Hu, “A method to Extract Causality for safety Events in Chemical Accidents from Fault Tree and Accident Report”, Computational Intelligence and Neuroscience, vol. 2020 (2020)
    [2020]
  • [19] Fahiem Bacchus, Froduald Kabanza, “Using temporal logics to express search control knowledge for planning”, Artificial intelligence vol. 116, 123-191 (2000)
    [2000]
  • [18] I. Fagarasan, S. Pliox, S. Gentil, “Causal fault detection and isolation based on a set-membership approach”, Automatica 40, 2099-2110 (2004)
    [2004]
  • [17] M. Iri, K. Aoki, E. O’Shima, H. Matsuyama, “An algorithm for diagnosis of system failures in the chemical process”, Computer & Chemical Engineering 3 (1-4), 489-493 (1979)
    [1979]
  • [16] R. S. Aylett, J. Souteer, G. Petley, P. W. H. Chung, and Rushton, “AI planning in a Chemical Plant Domain” ECAI, 622-626 (1998).
    [1998]
  • [15] Bo Kyeong Hou, Kyu Suk Hwang, Soo Hyoung Choi, Dongil Shin, and En Sup Yoon, “An Operating Procedure Synthesis Method for Shutdown of Boiler Plants, ”IFAC Proceeding, 34(27), 351-356 (2011)
    [2011]
  • [14] Sung Gun Lee, Sang il Han, Yoon Sup Byun, Kyu Suk Hwang, Young Han Kim, Dongil Shin and En Sup Yoon, “An Automatic Synthesis system for Start-up Operating Procedure of Boiler Plants”, Korean J. Chem. Eng., 22(4) 503-511 (2005)
    [2005]
  • [13] Single, J. I., Schmidt, J., Denecke, J., “State of research on the automation of HAZOP studies”, Journal of Loss Prevention Process Industriesvo. 62, 103952 (2019)
    [2019]
  • [12] Zhao, J., Cui, L. Zhao, L., Qiu, T., Chen, B., “Learning HAZOP expert system by case-based reasoning and ontology”, Computer Chemical Engineering, vol. 33, pp. 371-378 (2009)
    [2009]
  • [11] Davis, R., Shrobe, H., Szolovits, P., “What is knowledge Representation?”, AI magazine, vol. 14, No. 1 (1993)
    [1993]
  • [10] VDI, “Knowledge management for engineering, fundamental, concepts, approach”, The Association of German Engineers, VDI 5610-1 (2009)
    [2009]
  • Towards Knowledge Handling in Ontology-Based Information Extraction Systems
    Agenieszka Konys 126 , p.2208-2218 [2018]
  • Ontology of evolution and methodology of taxonomy
    A.P . Rasnitsyn 40 , p.679-737 ( [2006]
  • Knowledge-Based Approach to Question Answering System Selection
    Konys A. vol . 9329 , p.361-370 [2015]
  • Information extraction
    J. Cowie , Y. Wilks 39 , 80-91 [1996]
  • Information extraction
    S. Sarawagi 1 [2008]
  • Failure Propagation Modeling for Safety Analsis using Causal Bayesian Networks
  • A translation approach to portable ontolgy specifications
    Gruber , T. [1993]