The aim of this chapter is to comprehensively review different machine learning algorithms for outlier detection and assess their efficacy in enhancing the quality of production data for DCA.
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The proposed KDE-SSA optimization process can effectively enhance the accuracy of the machine learning models when predicting the well productions in shale formations. The R 2 of the four selected algorithms (XGBoost, LightGBM, CatBoost and Random Forest) are significantly increased from 0.748 to 0.786 to 0.889–0.905. A mean …
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Suitability of Different Machine Learning Outlier Detection Algorithms to Improve Shale Gas Production Data for Effective Decline Curve Analysis Taha Yehia 1, Ali Wahba 2, Sondos Mostafa 2 and Omar Mahmoud 1,* 1 Department of Petroleum Engineering, Faculty of Engineering and Technology, Future University in Egypt (FUE), Cairo 11835, Egypt
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Six groups of lightweight ultra-high-performance concrete (L-UHPC) were designed by replacing cement (C) with shale powder (SP). The amount of SP substituted for C in the designed L-UHPC was 0%, 2%, 4%, 8%, 12% and 16%, respectively (by mass). The water–cement ratio of L-UHPC was 0.17, the water reducing agent (WRA) admixture …
The laboratory X-ray powder diffractometer offers several virtues that have rendered it a principal characterization device providing critical data for a range ... A continuous suite of hkl reflections can be collected with a single scan in angular space. Practical data collection rates can be realized with the use of a divergent beam that can ...
To produce shale powder, a pulverizing machine is necessary in the shale powder processing plant. The commonly used grinding mills are ball mill, Raymond mill, vertical …
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Shale. Shale is a laminated or fissile clastic sedimentary rock that composed of predominance of silt and clay other minerals, especially quartz and calcite. Characteristic properties of shale is breaks along thin laminae or parallel layering or bedding called fissility. It is most abundant sedimentary rock. The composition (silt and …
Crushed stone often has an angular and jagged edge because of the crushing process. Gravel, on the other hand, typically has a very smooth texture and …
Shale powder machine . China Heavy Industry is an import-export joint-stock company that specializes in the production of large and medium-sized broken, sand-making and milling equipments, research, production, and sales.It is committed to providing customers with integrated solutions.More than 10 series and dozens of specifications of …
In this study, lightweight ultra-high-performance concrete (L-UHPC) was prepared by using SP to replace part of the cement. The main study investigated the …
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Feature papers represent the most advanced research with significant potential for high impact in the field. A Feature Paper should be a substantial original …
Angle milling is a machining process that involves removing material from the edge or end of a workpiece at non-orthogonal angles to the workpiece's axis. This …
Reflection spectra of rough or mat solid surfaces of remote samples are closer to reflection spectra of powder samples in larger grain size (0.25–1.6 mm) than smaller grain size to determine the compositions of the surfaces [].For powder samples of sedimentary rock, larger particle size (0.25–1.2 mm) displays lower reflectance, but …
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Angular- Based Outlier Detector Machine Learning Algorithm TAHA ABDELHAMID ABDELMAKSOD ABDELHAMID YEHIA,Ismail Shaaban Ismail Mahgoub,Hamid Khatab; Mahmoud Tantawy ... Improving the Shale Gas Production Data Using the Angular- Based Outlier Detector Machine Learning Algorithm 5087 Author: Future University In Egypt, FUE
These powders are used in great quantities – for example as fillers – in the paint, paper and rubber industries. The systems of the minerals & metals division are designed for …
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The manufacturing process of banana powder mainly includes the process of slicing, blanching, color protection, drying, grinding, and packaging. The production line can also be designed according to specific needs. ①Select bananas: Choose bananas with good quality and consistent maturity, and the moisture content of banana raw materials is ...
Abstract. To promote the application of machine-made sand and shale ceramsite in self-compacting concrete (SCC), this paper takes four kinds of SCC with …
The total organic carbon (TOC) content of organic-rich shale is a key parameter in screening for potential source rocks and sweet spots of shale oil/gas. Traditional methods of determining the TOC …
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What machines can process shale? The shale is mainly used for the implementation of the shale process by the pulverizer. We know that shale is mixed with industrial wastes …
To create the sample project, generate the ready-made sample project in StackBlitz . To save your work: Log into StackBlitz. Fork the project you generated. Save periodically. In StackBlitz, the preview pane on the right shows the starting state of the example application. The preview features two areas:
Law. Philosophy. Agriculture. Sociology. Political Science. Pharmacy. The filler used in plastic bitumen, is a) Shale powder b) Talc powder c) Asbestos powder d) Plastic powder.
The first step was to create a new project using the angular-cli and to add some modules and components. The auth module contains the login component and also the +xstate folder. This folder ...