FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4220683347> ?p ?o ?g. }

• W4220683347 endingPage "104505" @default.
• W4220683347 startingPage "104505" @default.
• W4220683347 abstract "Hydraulic fracturing horizontal well technology has a pivotal role in exploiting unconventional resources, but it often requires considerable investment. Integrated optimization of the fracturing design, horizontal well, and drilling platform placement in the whole region is an efficient way to reduce cost and increase economic benefits. However, it is difficult to quickly complete these optimizations because traditional reservoir numerical simulation requires extensive resources in terms of labor, time, and computation. Therefore, we proposed a new algorithm, named Gaussian Process Regression-Bilevel Programming Genetic-Critical Circle Intersection Momentum Shift (GPR-BPG-CCIMS) algorithm to effectively co-optimize the fracturing design, horizontal well and drilling platform placement in the whole region. BPG algorithm shares the merits of Bilevel Programming (BP) and genetic algorithm (GA), which is used for optimizing the horizontal well and fracturing parameters. CCIMS algorithm is applied to optimize the drilling platform placement by merging and shifting drilling platform positions. GPR model is a production proxy model based on machine learning to improve optimization efficiency. The proposed algorithm was applied to a real shale gas reservoir to verify the effectiveness of the algorithm. The results showed that the GPR model exhibited great prediction accuracy by providing the high coefficient of determination (R2 = 0.999), the high percentage of accuracy-precision (PAP = 99.017) and the low root mean square error (RMSE = 0.022). The optimal fracture half length, cluster spacing, fracture fluid per meter, horizontal section length, well location, and drilling platform location were obtained by GPR-BPG-CCIMS algorithm. Compared with the actual net present value (NPV), the optimized NPV was increased by 181 million dollars. The proposed algorithm successfully co-optimizes the engineering parameters of the whole region in a short consumption time, which effectively supports the development scheme design and decision-making. The optimization framework can be extended to other shale gas basins." @default.
• W4220683347 created "2022-04-03" @default.
• W4220683347 creator A5001163607 @default.
• W4220683347 creator A5003922384 @default.
• W4220683347 creator A5023363049 @default.
• W4220683347 creator A5036993915 @default.
• W4220683347 creator A5039323576 @default.
• W4220683347 creator A5061375711 @default.
• W4220683347 creator A5071672663 @default.
• W4220683347 date "2022-05-01" @default.
• W4220683347 modified "2023-10-17" @default.
• W4220683347 title "An effective integration optimization algorithm for regional fracturing design and drilling placement" @default.
• W4220683347 cites W1994160818 @default.
• W4220683347 cites W2025995526 @default.
• W4220683347 cites W2041375958 @default.
• W4220683347 cites W2069013992 @default.
• W4220683347 cites W2069405521 @default.
• W4220683347 cites W2090236792 @default.
• W4220683347 cites W2161906678 @default.
• W4220683347 cites W2200526724 @default.
• W4220683347 cites W2288715986 @default.
• W4220683347 cites W2310532557 @default.
• W4220683347 cites W2487078941 @default.
• W4220683347 cites W2528323901 @default.
• W4220683347 cites W2562728175 @default.
• W4220683347 cites W2578398986 @default.
• W4220683347 cites W2592859725 @default.
• W4220683347 cites W2612307379 @default.
• W4220683347 cites W2612897362 @default.
• W4220683347 cites W2614274642 @default.
• W4220683347 cites W2724804545 @default.
• W4220683347 cites W2726754390 @default.
• W4220683347 cites W2793669142 @default.
• W4220683347 cites W2806863484 @default.
• W4220683347 cites W2811106876 @default.
• W4220683347 cites W2898255532 @default.
• W4220683347 cites W2898713003 @default.
• W4220683347 cites W2900820152 @default.
• W4220683347 cites W2921020671 @default.
• W4220683347 cites W2933486517 @default.
• W4220683347 cites W2989996996 @default.
• W4220683347 cites W3005922957 @default.
• W4220683347 cites W3012166879 @default.
• W4220683347 cites W3012500332 @default.
• W4220683347 cites W3030855368 @default.
• W4220683347 cites W3035621897 @default.
• W4220683347 cites W3035824039 @default.
• W4220683347 cites W3046602716 @default.
• W4220683347 cites W3064120141 @default.
• W4220683347 cites W3085042107 @default.
• W4220683347 cites W3093042430 @default.
• W4220683347 cites W3118955811 @default.
• W4220683347 cites W3124252565 @default.
• W4220683347 cites W3132689683 @default.
• W4220683347 cites W3161077693 @default.
• W4220683347 cites W3161881031 @default.
• W4220683347 cites W3171350649 @default.
• W4220683347 cites W756789879 @default.
• W4220683347 cites W925690405 @default.
• W4220683347 cites W945323517 @default.
• W4220683347 doi "https://doi.org/10.1016/j.jngse.2022.104505" @default.
• W4220683347 hasPublicationYear "2022" @default.
• W4220683347 type Work @default.
• W4220683347 citedByCount "4" @default.
• W4220683347 countsByYear W42206833472023 @default.
• W4220683347 crossrefType "journal-article" @default.
• W4220683347 hasAuthorship W4220683347A5001163607 @default.
• W4220683347 hasAuthorship W4220683347A5003922384 @default.
• W4220683347 hasAuthorship W4220683347A5023363049 @default.
• W4220683347 hasAuthorship W4220683347A5036993915 @default.
• W4220683347 hasAuthorship W4220683347A5039323576 @default.
• W4220683347 hasAuthorship W4220683347A5061375711 @default.
• W4220683347 hasAuthorship W4220683347A5071672663 @default.
• W4220683347 hasConcept C105795698 @default.
• W4220683347 hasConcept C11413529 @default.
• W4220683347 hasConcept C119857082 @default.
• W4220683347 hasConcept C127413603 @default.
• W4220683347 hasConcept C139945424 @default.
• W4220683347 hasConcept C168630323 @default.
• W4220683347 hasConcept C25197100 @default.
• W4220683347 hasConcept C2779096232 @default.
• W4220683347 hasConcept C33923547 @default.
• W4220683347 hasConcept C41008148 @default.
• W4220683347 hasConcept C45374587 @default.
• W4220683347 hasConcept C78519656 @default.
• W4220683347 hasConcept C78762247 @default.
• W4220683347 hasConcept C8880873 @default.
• W4220683347 hasConceptScore W4220683347C105795698 @default.
• W4220683347 hasConceptScore W4220683347C11413529 @default.
• W4220683347 hasConceptScore W4220683347C119857082 @default.
• W4220683347 hasConceptScore W4220683347C127413603 @default.
• W4220683347 hasConceptScore W4220683347C139945424 @default.
• W4220683347 hasConceptScore W4220683347C168630323 @default.
• W4220683347 hasConceptScore W4220683347C25197100 @default.
• W4220683347 hasConceptScore W4220683347C2779096232 @default.
• W4220683347 hasConceptScore W4220683347C33923547 @default.
• W4220683347 hasConceptScore W4220683347C41008148 @default.
• W4220683347 hasConceptScore W4220683347C45374587 @default.

• next