2012_EJRNL_PP_SAMAD_VALIPOUR_SHOKOUHI_1.pdf
Terbatas  Suharsiyah
» Gedung UPT Perpustakaan
Terbatas  Suharsiyah
» Gedung UPT Perpustakaan
Application-oriented research in the area of case-based reasoning has moved
mature research results into practical applications. This paper presents an overview of different applications of case-based reasoning (CBR) in petroleum engineering, with focus on the
drilling process, based on a survey and comparative evaluation of different applications. The
numbers of papers, research groups, and experimental systems are indicative of the importance, need, and growth of CBR in different industries. A clear growing trend has been seen
in the oil and gas industry over the last 5–10 years. In this paper we present the evolving
story of CBR applied to problems in drilling engineering. We show that drilling engineering
is an application domain in which the systematic storage and situation-triggered reuse of
past concrete experiences provide significant support to drilling personnel at various levels.
Some CBR systems have been successfully deployed in operational settings. With increased
understanding of the complexity of drilling operations and continuous development of CBR
and combined methods, the future potential is significantly higher