MULTIAGENT COLLABORATIVE COMPUTATION FOR AIRCRAFT MAINTENANCE SYSTEM

Arwin Datumaya Wahyudi Sumari, Adang Suwandi Ahmad

Abstract


Quick-and-accurate decision is a primary requirement for achieving a mission’s successfulness in many organizations whether they are militaries or civilians.  The larger and more complex the scope of a mission the longer the time will be needed to perform decision-making. A complex mission such as retaining a sustainable mission of aircrafts deployed in certain remote bases will require a 24-hour of standby on-site or off-site maintenance teams. The most common problem arisen from humans in such situations is the fatigue that can occur anytime to any of them during a continuing mission and of course, it can affect the continuity of the mission and delay or disappoint the mission achievement. In this paper we address the concept of the utilization of Multiagent Collaborative Computation (MCC) paradigm in supporting the decision-making process in aircrafts maintenance during a sustainable mission in remote bases. The ultimate goal of the MCC-based aircraft maintenance system is comprehensive information regarding the maintenance procedures in order to keep the aircrafts serviceable during the mission implementation. In this paper we also present the technique to obtain the comprehensive information as the basis for decision-making called A3S (Arwin-Adang-Aciek-Sembiring) information-inferencing fusion method

Full Text:

PDF

References


Ahmad, A.S., Sumari, A.D.W. Information Fusion in C4ISR Framework: Concept and Application to Nation Defence (IFiND). Proceedings of the International Seminar on C4I Research 2008, South Korea: Ajou University/ROK Joint Chiefs of Staff, 2008: 67-180.

Sumari, A.D.W. et.al. Multiagent-Based Information Fusion System in Network-Centric Warfare Paradigm: January 2009, Vol. 2, No. 1, Jurnal Teknologi Komputer COMPILE, Universitas Kristen Maranatha, p. 39-55.

Ahmad, A.S., Sumari, A.D.W., Zubir, H.Y. Collaborative Computation in Bioinformatics for Better Life. Prosiding Seminar Nasional Teknologi Informasi dan Aplikasinya 2009, Malang: SENTIA2009, 2009: Keynote Speech.

Sumari, A.D.W., et.al. Sistem Fusi Informasi Berbasis Agen-Agen Kolaboratif untuk Misi-Misi Strategis. Prosiding Seminar Nasional Teknologi Informasi dan Aplikasinya 2009, Malang: SENTIA2009, 2009: F67-F72.

Lung B., Morel G. Towards Intelligent Maintenance Integrated within The Enterprise. 2nd IFAC-IFIP-IEEE Conference on Management and Control of Productions and Logistics, France, 2000: 414-420, Invited Lecture.

Sumari, A.D.W., et.al. The Utilization of A3S Information-Inferencing Fusion to Nation Defense. Prosiding Seminar Nasional Aplikasi Teknologi Informasi 2009, Yogyakarta: SNATi2009, 2009: D21-D26.

Sumari, A.D.W., S.T., M.T., Mayor Lek. The Concept of Remote Maintenance System for Air Weaponry System: 2008, X Edition, Bulletin of Koharmatau, Indonesian Air Force Materiil Maintenance Command, p. 25-28. (in Indonesian)

Sumari, A.D.W. The modeling of A3S (Arwin-Adang-Aciek-Sembiring) information-inferencing fusion method”, Bandung: Institut Teknologi Bandung, 2008; 56pp. Technical Report. (in Indonesian)

Sumari A.D.W., Ahmad A.S. Design and Implementation of Multi Agent-Based Information Fusion System for Supporting Decision Making (a Case Study on Military Operation): May 2008, Vol. 2, No. 1, ITB Journal of Information and Communication Technology, Institut Teknologi Bandung, p. 42-63.

Sumari, A.D.W. et.al. Pengembangan Teori Probabilitas untuk Fusi Penginferensian Informasi. Prosiding Seminar Nasional Matematika IV 2008, Surabaya: SemNasMatIV2008, 2008: RSP53-60.

Ahmad, A. S., Sumari, A.D.W. Multi-Agent Information Inferencing Fusion in Integrated Information System, ITB Publisher, 2008.

Sumari, A.D.W. et.al. Multi-Agent based Information-Inferencing Fusion for Decision Support System. Proceedings of the 2nd International Conference on Computing and Informatics 2009, Malaysia: ICOCI2009, 2009: pp. 90-95.

Sumari, A.D.W. et.al. A Novel Information-Inferencing Fusion for Intelligent Agents. Proceedings of the 2nd International Conference on Electrical Engineering and Informatics 2009, Malaysia: ICEEI2009, 2009: pp. 93-97.

Ahmad, A.S., Sumari, A.D.W. A Novel Perspective on Artificial Intelligence: Information-Inferencing Fusion for Knowledge Growing. Proceedings of the 2nd International Conference on Electrical Engineering and Informatics 2009), Malaysia: ICEEI2009, 2009: Keynote Speech.

Sumari, A.D.W. The modeling of knowledge-growing system based on observation multi-time A3S (OMA3S) information-inferencing fusion method”, Bandung: Institut Teknologi Bandung, 2009; 62pp. Technical Report. (in Indonesian)

Sumari, A.D.W., Ahmad, A.S. The Application of Multiagent Collaborative Computation Concept to Military Operation Planning and Execution. Proceedings of Conference on Information Technology and Electrical Engineering 2009, No. 3, Yogyakarta: CITEE2009, 2009: pp. 39-45.

Sumari, A.D.W. et.al. A Novel Approach for Analyzing a Genetic Regulatory System. Proceedings of National Conference on Design and Application of Technology 2009, Surabaya: DAT2009, 2009: pp. 24-31.

Sumari, A.D.W. et.al. Knowledge Growing System: a New Perspective on Artificial Intelligence. Proceedings of the 5th International Conference Information & Communication Technology and System 2009, Surabaya: ICTS2009, 4 Agustus, Surabaya, 2009: pp. 217-222.

Sumari, A.D.W., Ahmad, A.S. The Development of Knowledge Growing System as a New Perspective in Artificial Intelligence. Proceedings of Conference on Information Technology and Electrical Engineering 2009, No. 3, Yogyakarta: CITEE2009, 2009: pp. 46-51.

Mitayani A, Priandana E. R, Mareta R. Knowledge Growing System application in hybrid power plant energy management in Nemberala village Rote Island. Procedia Technology, Vol. 11. 2013: 641-649.

Bachri K.O, Anggoro B, Sumari A.D.W, Ahmad A.S. Cognitive Artificial Intelligence method for interpreting transformer condition based on maintenance data. Advances in Science, Technology and Engineering Systems Journal (ASTESJ) Vol. 2, No. 1. 2017:1137-1146.

Putra S.D, Ahmad A.S, Sutikno S. Securing encryption device with Knowledge Growing System. In: Proceeding of the 2nd International Conference on Electrical Engineering and Computer Science (ICEECS ’16); Taipei; 28-29 October 2016. p. EE4.

Sumari A.D.W, Ahmad A.S. Information fusion as knowledge extraction in an information processing system. In: Proceedings of the Fourth International Conference on Advances in Computing, Electronics and Com.munication (ACEC ’16); Roma; 15-16 Dcsember 2016. p. 22-27.

Sereati C.O, Sumari A.D.W, Adiono T, Ahmad A.S. VHDL design for KGS’s information fusion algorithm. In: Proceeding of the 2nd International Conference on Electrical Engineering and Computer Science (ICEECS2016); Taipei; 28-29 October 2016. p. EE3.




DOI: http://dx.doi.org/10.28989/senatik.v3i0.104

Article Metrics

Abstract view : 414 times
PDF - 253 times

Refbacks

  • There are currently no refbacks.




Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Conference SENATIK P-ISSN :2337-3881 and  E-ISSN : 2528-1666

Jumlah penggunjung = Web Analytics orang

Statistik Senatik

Flag Counter