Application of self organizing map in construction, geology and petroleum industry

In recent years, Artificial Intelligence (AI) has become an emerging subject and been recognized as the flagship of the Fourth Industrial Revolution. AI is subtly growing and becoming vital in our daily life. Particularly, Self-Organizing Map (SOM), one of the major branches of AI, is a useful tool for clustering data and has been applied successfully and widespread in various aspects of human life such as psychology, economic, medical and technical fields like mechanical, construction and geology. In this paper, the primary purpose of the authors is to introduce SOM algorithm and its practical applications in geology and construction. The results are classification of rock facies versus depth in geology and clustering two sets of construction prices indices and building material costs indice.

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Classification of Heat Wave Events in Seoul Using Self-Organizing Map

Journal of Climate Change Research ◽

10.15531/ksccr.2018.9.3.209 ◽

2018 ◽

Vol 9 (3) ◽

pp. 209-221 ◽

Cited By ~ 1

Author(s):

Seung-Yoon Back ◽

Sang-Wook Kim ◽

Myung-Il Jung ◽

Joon-Woo Roh ◽

Seok-Woo Son

Keyword(s):

Heat Wave ◽

Self Organizing Map ◽

Self Organizing

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Self‐organizing map classification of the boundary layer profile: A refinement of Eastern Mediterranean winter synoptic regimes

International Journal of Climatology ◽

10.1002/joc.7021 ◽

2021 ◽

Author(s):

Sigalit Berkovic ◽

Oz Yosef Mendelsohn ◽

Eyal Ilotoviz ◽

Shira Raveh‐Rubin

Keyword(s):

Boundary Layer ◽

Eastern Mediterranean ◽

Self Organizing Map ◽

Self Organizing ◽

Boundary Layer Profile

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Classification of salt-contaminated velocities with self-organizing map neural network

The Leading Edge ◽

10.1190/1.1536131 ◽

2002 ◽

Vol 21 (12) ◽

pp. 1193-1196 ◽

Cited By ~ 3

Author(s):

Lin Zhang ◽

Al Fortier ◽

David C. Bartel

Keyword(s):

Neural Network ◽

Self Organizing Map ◽

Self Organizing

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Excellence VS Relevance in Engineering Education in the Era of the Fourth Industrial Revolution

International Journal of Recent Technology and Engineering - 2 ◽

10.35940/ijrte.d4972.119420 ◽

2020 ◽

Vol 9 (4) ◽

pp. 431-436

Keyword(s):

Developing Countries ◽

Engineering Education ◽

Stem Education ◽

Industrial Revolution ◽

Human Life ◽

Fourth Industrial Revolution ◽

Industrial Age ◽

Human Endeavor ◽

Common Term ◽

The University

Engineering is crucial for economic development in developed and developing countries. With various changes taking place globally over the years, it has had influence on all aspect of human endeavor and we are now at a time of pervasive breakout of technologies known as the fourth industrial revolution. This study therefore conceptualizes excellence VS relevance in engineering education in the era of the fourth industrial revolution by first demystifying what the fourth industrial revolution is and then conceptualizing excellence and relevance in engineering education. Findings from the study revealed that Findings from the study revealed that the world is at a stage of massive changes and this requires solutions to these numerous changes. It was also found out that excellence and relevance are not new as it is a common term used across various spheres of human life especially within the university where excellence in research and learning is emphasized. The study recommended that STEM education should be encouraged across board so as to develop the skills necessary in the fourth industrial age and also effort should be made at intensifying action on adopting some of the technologies that are emerging in the fourth industrial revolution especially in the developing countries.

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Shipbuilding 4.0: modern technologies and perspectives of the concept

Russian journal of resources conservation and recycling ◽

10.15862/02inor121 ◽

2021 ◽

Vol 8 (1) ◽

Author(s):

Kseniya Reznikova ◽

Valery Maximov ◽

Dmitry Popov

Keyword(s):

Industry 4.0 ◽

Industrial Revolution ◽

Human Life ◽

Huge Number ◽

Heavy Industry ◽

Shipbuilding Industry ◽

Fourth Industrial Revolution ◽

Advanced Technologies ◽

State And Market ◽

Modern Technologies

Together with the fourth industrial revolution Industry 4.0 in the field of shipbuilding came the concept of Shipbuilding 4.0. Despite its separation from Industry 4.0, the concept also implies the automation of production and implementation of the most advanced technologies. Such technologies include cloud computing, Internet of Things, artificial intelligence, augmented reality and blockchain. Today, all these technologies are heard and familiar to a huge number of people. They continue to be actively developed and implemented in various industries and areas of human life. Heavy industry, namely shipbuilding, was no exception. This article examines the concept of Shipbuilding 4.0 and information technology, it characterizes. Examples of the implementation of the above technologies in the shipbuilding industry are given: at shipyards, in design. Applications in logistics and shipping have also been studied. This work considers such a problem of the Russian shipbuilding industry as poorly developed digitalization. With a high probability, these technologies will soon be actively consolidated in this area and will start everywhere, including at Russian shipyards. The use of innovative developments will improve competitiveness and strengthen positions in the state and market economy. Maritime activity is a very responsible field, where the slightest mistake can lead to bad consequences on a colossal scale. Therefore, the advanced technologies considered in the work have yet to be brought to perfection. However, they already have the potential and direction of development.

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