By P. M. Wong, F. Aminzadeh, M. Nikravesh (auth.), Dr. Patrick Wong, Dr. Fred Aminzadeh, Dr. Masoud Nikravesh (eds.)
The quantity is the 1st complete booklet within the region of clever reservoir characterization written through best specialists in academia and undefined. It comprises cutting-edge recommendations to be utilized in reservoir geophysics, good logging, reservoir geology, and reservoir engineering. It introduces the fundamental thoughts of sentimental computing ideas together with neural networks, fuzzy common sense and evolutionary computing utilized to reservoir characterization. a few complicated statistical and hybrid versions also are provided. the explicit purposes comprise various reservoir characterization issues resembling prediction of petrophysical houses from good logs and seismic attributes.
Read or Download Soft Computing for Reservoir Characterization and Modeling PDF
Best computing books
Grasp All facets of Oracle Fusion Middleware Management
Govern a unified platform for agile, clever enterprise functions utilizing the distinctive details contained during this Oracle Press booklet. Oracle Fusion Middleware 11g structure and administration explains the total suite of Oracle Fusion Middleware parts and lays out center use situations, top practices, and step by step administrative directions. become aware of tips on how to provision servers and clusters, configure internet prone, deal with portals, and optimize the functionality of the complete stack of Oracle Fusion Middleware parts. tracking, diagnosing, and safety also are coated during this definitive resource.
Understand key architectural innovations in the back of Oracle Fusion Middleware 11g
Create and installation Oracle WebLogic Server domain names and clusters
Set up and deal with functions equipped utilizing Oracle program improvement Framework
Maximize the worth of your Oracle SOA Suite environments
Manage portals and firm 2. zero providers from Oracle WebCenter
Secure deployments with Oracle Platform protection prone and Oracle identification Management
Understand Oracle Exalogic and Oracle digital meeting Builder
Discover, comprehend, and get ready actual facts utilizing RapidMiner's useful information and tricks
• See the way to import, parse, and constitution your facts quick and effectively
• comprehend the visualization probabilities and be encouraged to take advantage of those along with your personal data
• established in a modular technique to adhere to straightforward processes
Data is far and wide and the quantity is expanding rather a lot that the distance among what humans can comprehend and what's to be had is widening relentlessly. there's a large price in info, yet a lot of this worth lies untapped. eighty% of knowledge mining is ready figuring out facts, exploring it, cleansing it, and structuring it in order that it may be mined. RapidMiner is an atmosphere for laptop studying, information mining, textual content mining, predictive analytics, and enterprise analytics. it's used for examine, schooling, education, speedy prototyping, program improvement, and business applications.
Exploring facts with RapidMiner is full of functional examples to assist practitioners familiarize yourself with their very own facts. The chapters inside of this booklet are prepared inside of an total framework and will also be consulted on an ad-hoc foundation. It presents basic to intermediate examples exhibiting modeling, visualization, and extra utilizing RapidMiner.
Exploring info with RapidMiner is a necessary consultant that provides the real steps in a logical order. This e-book begins with uploading facts after which lead you thru cleansing, dealing with lacking values, visualizing, and extracting more information, in addition to knowing the time constraints that actual facts areas on getting a consequence. The e-book makes use of genuine examples that can assist you know how to establish tactics, fast. .
This ebook provides you with a fantastic knowing of the probabilities that RapidMiner provides for exploring facts and you'll be encouraged to exploit it in your personal work.
What you'll study from this book
• Import actual facts from records in a number of codecs and from databases
• Extract positive aspects from based and unstructured data
• Restructure, decrease, and summarize information that will help you are aware of it extra simply and technique it extra quickly
• Visualize info in new how you can assist you comprehend it
• realize outliers and techniques to deal with them
• notice lacking information and enforce how one can deal with it
• comprehend source constraints and what to do approximately them
A step by step educational kind utilizing examples in order that clients of alternative degrees will enjoy the amenities provided by way of RapidMiner.
Who this ebook is written for
If you're a computing device scientist or an engineer who has genuine information from that you are looking to extract price, this booklet is perfect for you. it is important to have no less than a easy information of information mining thoughts and a few publicity to RapidMiner.
The ebook constitutes the refereed lawsuits of the 3rd overseas convention on allotted Computing in Sensor platforms, DCOSS 2007, held in Sante Fe, NM, united states in June 2007. The 27 revised complete papers provided have been rigorously reviewed and chosen from seventy one submissions. The papers type in 3 tracks masking the components of algorithms, functions, and platforms, hence bridging the distance among conception and perform and among the wider box of disbursed computing and the explicit matters bobbing up in sensor networks and similar structures.
The fifteenth on-line international convention on gentle Computing in commercial functions, hung on the net, constitutes a particular chance to provide and speak about top of the range papers, employing refined net instruments and with no incurring in excessive fee and, therefore, facilitating the participation of individuals from the complete global.
- Intelligent Computing Theories and Application: 12th International Conference, ICIC 2016, Lanzhou, China, August 2-5, 2016, Proceedings, Part I
- Autonomous Robotic Systems: Soft Computing and Hard Computing Methodologies and Applications
- Wired (February 2016)
- Intelligent Distributed Computing V: Proceedings of the 5th International Symposium on Intelligent Distributed Computing – IDC 2011, Delft, The Netherlands – October 2011
- High Performance Computing in Science and Engineering `07: Transactions of the High Performance Computing Center, Stuttgart (HLRS) 2007
Additional resources for Soft Computing for Reservoir Characterization and Modeling
Gas-bearing property is only attached to reservoir sandstone units. In Iwafune Oki field, it is mainly attached to Lower and Upper 2, lOOm zone sandstones and in Pantai Pakam Timur field, the property is only attached to 1,275m zone sandstone. 2 Pseudo well simulation As stated before, it is not enough to use only factual well data for establishing the relationship between reservoir properties and seismic attributes in the study areas because available wells are either few (PPT field) or too concentrative (Iwafune Oki field).
By accepting the reliability of the two maps, through the evaluation using the two approaches, information regarding lateral distribution of porosity and water saturation for the study area is at disposal for further development of the field. 4 Further discussion As in the case of most reef-limestone reservoirs, the EJ limestone reservoir tends to be problematic due to its high degree of heterogeneity. e. porosity, water saturation, Al, and Poisson ratio), especially the data from wells with low porosity values.
Nodes are displayed in gray scales relative to their contribution to outputs, where the darker the node is, the higher the contribution to outputs is. The curves showing network performances indicate the normalized RMS values and the correlation between the values estimated by neural network and the actual values. The smaller the RMS is, the higher reliability resulted from neural network is. Therefore, a strong relationship is indicated between gas colunm height and seismic attributes, suggesting that prediction result is reliable, whereas a weak relationship is indicated between sandstone porosity and seismic attributes, suggesting that prediction result is less reliable in the Pantai Pakam Timur field (Fig.