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Artificial Intelligent Approaches in Petroleum Geosciences
13 Angebote vergleichen
Preise | Feb. 16 | Apr. 19 | Okt. 19 |
---|---|---|---|
Schnitt | Fr. 0.00 (€ 0.00)¹ | Fr. 75.38 (€ 77.08)¹ | Fr. 84.55 (€ 86.46)¹ |
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Artificial Intelligent Approaches in Petroleum Geosciences
ISBN: 9783319165318 bzw. 3319165313, vermutlich in Englisch, Springer Shop, neu, E-Book, elektronischer Download.
This book presents several intelligent approaches for tackling and solving challenging practical problems facing those in the petroleum geosciences and petroleum industry. Written by experienced academics, this book offers state-of-the-art working examples and provides the reader with exposure to the latest developments in the field of intelligent methods applied to oil and gas research, exploration and production. It also analyzes the strengths and weaknesses of each method presented using benchmarking, whilst also emphasizing essential parameters such as robustness, accuracy, speed of convergence, computer time, overlearning and the role of normalization. The intelligent approaches presented include artificial neural networks, fuzzy logic, active learning method, genetic algorithms and support vector machines, amongst others. Integration, handling data of immense size and uncertainty, and dealing with risk management are among crucial issues in petroleum geosciences. The problems we have to solve in this domain are becoming too complex to rely on a single discipline for effective solutions and the costs associated with poor predictions (e.g. dry holes) increase. Therefore, there is a need to establish a new approach aimed at proper integration of disciplines (such as petroleum engineering, geology, geophysics and geochemistry), data fusion, risk reduction and uncertainty management. These intelligent techniques can be used for uncertainty analysis, risk assessment, data fusion and mining, data analysis and interpretation, and knowledge discovery, from diverse data such as 3-D seismic, geological data, well logging, and production data. This book is intended for petroleum scientists, data miners, data scientists and professionals and post-graduate students involved in petroleum industry. eBook.
Artificial Intelligent Approaches in Petroleum Geosciences (2015)
ISBN: 9783319165318 bzw. 3319165313, vermutlich in Englisch, Springer, Springer, Springer, neu, E-Book, elektronischer Download.
This book presents several intelligent approaches for tackling and solving challenging practical problems facing those in the petroleum geosciences and petroleum industry. Written by experienced academics, this book offers state-of-the-art working.
Artificial Intelligent Approaches in Petroleum Geosciences
ISBN: 9783319165318 bzw. 3319165313, vermutlich in Englisch, Springer International Publishing, neu, E-Book, elektronischer Download.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Artificial Intelligent Approaches in Petroleum Geosciences
ISBN: 9783319165318 bzw. 3319165313, vermutlich in Englisch, Springer-Verlag GmbH, Taschenbuch, neu, E-Book, elektronischer Download.
Artificial Intelligent Approaches in Petroleum Geosciences
ISBN: 9783319165301 bzw. 3319165305, in Deutsch, Springer Shop, gebundenes Buch, neu.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Artificial Intelligent Approaches in Petroleum Geosciences
ISBN: 9783319165301 bzw. 3319165305, in Deutsch, neu.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Artificial Intelligent Approaches in Petroleum Geosciences
ISBN: 9783319165301 bzw. 3319165305, in Deutsch, Springer International Publishing, Springer International Publishing, Springer International Publishing, neu.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen