Výsledky vyhledávání - Multi-Objective shale optimization algorithm

Hierarchical Surrogate-Assisted Evolutionary Algorithm for Integrated Multi-Objective Optimization of Well Placement and Hydraulic Fracture Parameters in Unconventional Shale Gas Reservoir Autor Zhou, Jun, Wang, Haitao, Xiao, Cong, Zhang, Shicheng

“… We present an efficient multi-objective optimization framework supported by a novel hierarchical surrogate-assisted evolutionary algorithm and multi-fidelity modeling technology…”
Získat plný text

Multi-objective optimization of ammonia and methanol production processes considering uncertain feedstock compositions of shale/natural gas Autor Hernández-Pérez, Luis Germán, Alsuhaibani, Abdulrahman S., Ponce-Ortega, José María, El-Halwagi, Mahmoud M.

“…This paper presents a multi-objective optimization strategy for monetizing shale/natural gas to two important products…”
Získat plný text

Data-driven multi-objective optimization design method for shale gas fracturing parameters Autor Wang, Lian, Yao, Yuedong, Wang, Kongjie, Adenutsi, Caspar Daniel, Zhao, Guoxiang, Lai, Fengpeng

“…) prediction model and non-dominated sorting genetic algorithm-II (NSGA-II). This framework was named the multi-objective optimization prediction model (MOO-PM…”
Získat plný text

A Pareto Multi‐Objective Optimization Approach for Anisotropic Shale Models Autor Zidan, A., Li, Y. E., Cheng, A.

“… Here, we present a multi‐objective approach to find an optimal solution using both well logs and seismic data…”
Získat plný text

Multi-objective shape optimization of helico-axial multiphase pump impeller based on NSGA-II and ANN Autor Zhang, Jinya, Zhu, Hongwu, Yang, Chun, Li, Yan, Wei, Huan

“…In order to improve the prototype’s performance of the helico-axial multiphase pump, a multi-objective optimal method for the pump impeller was developed by combining the artificial neural network (ANN…”
Získat plný text

Design of optimal operational parameters for steam-alternating-solvent processes in heterogeneous reservoirs – A multi-objective optimization approach Autor Mayo-Molina, Israel, Ma, Zhiwei, Leung, Juliana Y.

“… This work aims to develop a hybrid Multi-Objective Optimization (MOO) scheme for determining the optimal operational parameters using the Pareto dominance concept while considering several conflicting objectives (i.e…”
Získat plný text

Design and analysis of a renewable energy power system for shale oil exploitation using hierarchical optimization Autor Yang, Xiyun, Liu, Siqu, Zhang, Le, Su, Jianzheng, Ye, Tianze

“… A hierarchical optimization model was developed to optimize the capacity allocation of the microgrid components, which employs HOMER to initial optimization, then an improved multi-objective particle…”
Získat plný text

Optimization design of horizontal well fracture stage placement in shale gas reservoirs based on an efficient variable-fidelity surrogate model and intelligent algorithm Autor Zhao, Guoxiang, Yao, Yuedong, Wang, Lian, Adenutsi, Caspar Daniel, Feng, Dong, Wu, Wenwei

“… In this study therefore, a novel intelligent variable-fidelity radial basis function (VFRBF) surrogate-assisted model for multi-objective fracture stage placement…”
Získat plný text

Development and application of a machine learning based multi-objective optimization workflow for CO2-EOR projects Autor You, Junyu, Ampomah, William, Sun, Qian

“…) and multi-objective optimizers to optimize the aforementioned objectives in CO2-EOR processes simultaneously…”
Získat plný text

Direct zigzag search for discrete multi-objective optimization Autor Wang, Honggang

“…Multiple objective optimization (MOO) models and solution methods are commonly used for multi-criteria decision making in real-life engineering and management applications…”
Získat plný text

Incorporating the occupational health in the optimization for the methanol process Autor Hernández-Pérez, Luis Germán, Villicaña-García, Esbeydi, Cansino-Loeza, Brenda, Alsuhaibani, Abdulrahman S., El-Halwagi, Mahmoud M., Ponce-Ortega, José María

“… This paper presents a multi-objective optimization approach for the methanol production process from natural/shale gas, different alternatives are proposed for the process configurations based…”
Získat plný text

Optimization of water management strategies for shale gas extraction considering uncertainty in water availability and flowback water Autor Hernández-Pérez, Luis Germán, Lira-Barragán, Luis Fernando, El-Halwagi, Mahmoud M., Ponce-Ortega, José María

“…This paper addresses the multi-objective optimization of water management used in the extraction of shale gas through the hydraulic fracturing process…”
Získat plný text

Research on Intelligent Optimization of Wellbore Trajectory in Complex Formation Autor Gu, Haipeng, Yan, Tie, Wu, Yang

“… complexity is constructed. In this paper, an improved multi-objective particle swarm optimization algorithm is proposed, which combines the clustering strategy to improve the diversity of solutions, and enhances the local…”
Získat plný text

Intelligent Collaborative Optimization Method for Multi-Well Plunger Gas Lifting Process on Platform Autor Yang, Zhi, Wang, Qingrong, Wang, Yunfu, Huang, Chencheng, He, Tianbao, Tang, Tang, Luo, Wei

“… To increase production, improve efficiency, and mitigate safety risks, this article offers an intelligent optimization method for a collaborative plunger gas lift in multi-objective, multi-well platforms…”
Získat plný text

Multi-objective optimization of reservoir development strategy with hybrid artificial intelligence method Autor Zhuang, Xinyu, Wang, Wendong, Su, Yuliang, Yan, Bicheng, Li, Yuan, Li, Lei, Hao, Yongmao

“…Optimization of subsurface hydrocarbon production holds paramount importance for decision-makers as it determines crucial development strategies such as optimal well placement and well control parameters (e.g…”
Získat plný text

Multi-objective optimization for erosion protection of wear-prone components based on optimal prediction model Autor Wang, Minjuan, Cen, Xiao, Du, Shengnan, Zhang, Miaomiao, Li, Fei, Wei, Jin, Hong, Siyan, Wang, Weiqiang, Hong, Bingyuan

“… flow, which often leads to serious production accidents. To address this challenge, this paper proposes a collaborative optimization method integrates machine learning with multi-objective optimization…”
Získat plný text

Data-driven model predictive control for closed-loop refracturing design and optimization in naturally fractured shale gas reservoir under geological uncertainty Autor Xiao, Cong, Zhang, Shicheng, Ma, Xingfang, Zhou, Tong, Hou, Tengfei, Chen, Fushan

“… To reduce refracturing-decision risk under uncertainty for unconventional shale gas reservoir, we present an efficient and robust two-stage refracturing optimization workflow through hybridizing data…”
Získat plný text

Optimization of Well Factory Platform Mode Considering Optimal Allocation of Water Resources Autor Dou, Zijun, Liu, Yongsheng, Zhang, Jiansong, Xu, Xiaonan, Zhang, Wei, Zhu, Junkai

“… Based on this knowledge, multi-objective optimization of water resources management is carried out to study the optimal balance between economic cost and environmental impact under given conditions…”
Získat plný text

Multi-Objective History Matching with a Proxy Model for the Characterization of Production Performances at the Shale Gas Reservoir Autor Kim, Jaejun, Kang, Joe, Park, Changhyup, Park, Yongjun, Park, Jihye, Lim, Seojin

“…This paper presents a fast, reliable multi-objective history-matching method based on proxy modeling to forecast the production performances of shale gas reservoirs for which all available post…”
Získat plný text

Multi-objective optimization of fuel oil blending using the jumping gene adaptation of genetic algorithm Autor Khosla, Dinesh K., Gupta, Santosh K., Saraf, Deoki N.

“…, and maximize the calorific value, etc. Several multi-objective…”
Získat plný text