A robust optimization approach of well placement for doublet in heterogeneous geothermal reservoirs using random forest technique and genetic algorithm

Simulations and global sensitivity analysis of the thermo-hydraulic-mechanical processes in a fractured geothermal reservoir

(2022) Saeed Mahmoodpour et al.   ENERGY

An efficient method for injection well location optimization using Fast Marching Method

(2021) Reza Yousefzadeh et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

An integrated multi-objective optimization method to improve the performance of multilateral-well geothermal system

(2021) Guofeng Song et al.   RENEWABLE ENERGY

Multi‐objective Optimization of Geothermal Extraction from the Enhanced Geothermal System in Qiabuqia Geothermal Field, Gonghe Basin

(2021) Guofeng SONG et al.   ACTA GEOLOGICA SINICA-ENGLISH EDITION

Numerical investigations on a geothermal reservoir using fully coupled thermo-hydro-geomechanics with integrated RSM-machine learning and ARIMA models

(2021) Manojkumar Gudala et al.   GEOTHERMICS

Combining autoencoder neural network and Bayesian inversion to estimate heterogeneous permeability distributions in enhanced geothermal reservoir: Model development and verification

(2021) Zhenjiao Jiang et al.   GEOTHERMICS

Well placement optimization for large-scale geothermal energy exploitation considering nature hydro-thermal processes in the Gonghe Basin, China

(2021) Siyu Zhang et al.   Journal of Cleaner Production

Analytical solutions for predicting and optimizing geothermal energy extraction from an enhanced geothermal system with a multiple hydraulically fractured horizontal-well doublet

(2021) Satuk Bugra Akdas et al.   RENEWABLE ENERGY

Research on geothermal development model of abandoned high temperature oil reservoir in North China oilfield

(2021) Tiankui Guo et al.   RENEWABLE ENERGY

Study on heat extraction considering the number and orientation of multilateral wells in a complex fractured geothermal reservoir

(2021) Xuefeng Gao et al.   RENEWABLE ENERGY

Prospects of power generation from the deep fractured geothermal reservoir using a novel vertical well system in the Yangbajing geothermal field, China

(2021) Yilong Yuan et al.   Energy Reports

Machine Learning Methods for Improved Understanding of a Pumping Test in Heterogeneous Aquifers

(2020) Yong Fan et al.   Water

A new well pattern of cluster-layout for deep geothermal reservoirs: Case study from the Dezhou geothermal field, China

(2020) Guihong Liu et al.   RENEWABLE ENERGY

Parameter sensitivity analysis and optimization strategy research of enhanced geothermal system: A case study in Guide Basin, Northwestern China

(2020) Liang-Liang Guo et al.   RENEWABLE ENERGY

Boosting Random Forests to Reduce Bias; One-Step Boosted Forest and Its Variance Estimate

(2020) Indrayudh Ghosal et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Modified zipper fracturing in enhanced geothermal system reservoir and heat extraction optimization via orthogonal design

(2020) Likui Yu et al.   RENEWABLE ENERGY

Whole process analysis of geothermal exploitation and power generation from a depleted high-temperature gas reservoir by recycling CO2

(2020) Guodong Cui et al.   ENERGY

Coupled thermo-hydro-mechanical modeling on well pairs in heterogeneous porous geothermal reservoirs

(2019) Guihong Liu et al.   ENERGY

Towards optimisation of geothermal heat recovery: An example from the West Netherlands Basin

(2019) C.J.L. Willems et al.   APPLIED ENERGY

Coupled thermo-hydro-mechanical analysis of stimulation and production for fractured geothermal reservoirs

(2019) Sanbai Li et al.   APPLIED ENERGY

A robust numerical method for modeling multiple wells in city-scale geothermal field based on simplified one-dimensional well model

(2019) Guiling Wang et al.   RENEWABLE ENERGY

Performance of low-enthalpy geothermal systems: Interplay of spatially correlated heterogeneity and well-doublet spacings

(2019) Masoud Babaei et al.   APPLIED ENERGY

Analysis of influencing factors of the production performance of an enhanced geothermal system (EGS) with numerical simulation and artificial neural network (ANN)

(2019) Ling Zhou et al.   ENERGY AND BUILDINGS

Optimizing heat mining strategies in a fractured geothermal reservoir considering fracture deformation effects

(2019) Yun Chen et al.   RENEWABLE ENERGY

Prospects of power generation from an enhanced geothermal system by water circulation through two horizontal wells: A case study in the Gonghe Basin, Qinghai Province, China

(2018) Tianfu Xu et al.   ENERGY

The stratigraphic and operating parameters influence on economic analysis for enhanced geothermal double wells utilization system

(2018) Jian Liu et al.   ENERGY

Fast evaluation of well placements in heterogeneous reservoir models using machine learning

(2018) Azor Nwachukwu et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Performance evaluation of enhanced geothermal system (EGS): Surrogate models, sensitivity study and ranking key parameters

(2018) Pranay Asai et al.   RENEWABLE ENERGY

Optimization of heat extraction strategies in fault-controlled hydro-geothermal reservoirs

(2018) Xu Liang et al.   ENERGY

Parametric study of the production performance of an enhanced geothermal system: A case study at the Qiabuqia geothermal area, northeast Tibetan plateau

(2018) Chao Zhang et al.   RENEWABLE ENERGY

A hybrid optimisation approach to improve long-term performance of enhanced geothermal system (EGS) reservoirs

(2018) Maleaha Y. Samin et al.   RENEWABLE ENERGY

Sensitivity analysis of deep geothermal reservoir: Effect of reservoir parameters on production temperature

(2017) Musa D. Aliyu et al.   ENERGY

Optimization of well-doublet placement in geothermal reservoirs using numerical simulation and economic analysis

(2017) Yanlong Kong et al.   Environmental Earth Sciences

The impact of reduction of doublet well spacing on the Net Present Value and the life time of fluvial Hot Sedimentary Aquifer doublets

(2017) C.J.L. Willems et al.   GEOTHERMICS

Performance of a cell-foam trickle-bed reactor for phenol wet oxidation: Influence of operation parameters and modelling

(2017) Rita R. Zapico et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Developing reservoir monthly inflow forecasts using artificial intelligence and climate phenomenon information

(2017) Tiantian Yang et al.   WATER RESOURCES RESEARCH

The influence of facies heterogeneity on the doublet performance in low-enthalpy geothermal sedimentary reservoirs

(2016) R.A. Crooijmans et al.   GEOTHERMICS

Heat extraction of novel underground well pattern systems for geothermal energy exploitation

(2016) Peixue Jiang et al.   RENEWABLE ENERGY

The Podhale geothermal reservoir simulation for long-term sustainable production

(2016) Wiesław Bujakowski et al.   RENEWABLE ENERGY

An efficient optimization of well placement and control for a geothermal prospect under geological uncertainty

(2015) Mingjie Chen et al.   APPLIED ENERGY

TOUGH2Biot – A simulator for coupled thermal–hydrodynamic–mechanical processes in subsurface flow systems: Application to CO2 geological storage and geothermal development

(2015) Hongwu Lei et al.   COMPUTERS & GEOSCIENCES

Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines

(2015) V. Rodriguez-Galiano et al.   ORE GEOLOGY REVIEWS

A prototype design model for deep low-enthalpy hydrothermal systems

(2015) Sanaz Saeid et al.   RENEWABLE ENERGY

Designing multi-well layout for enhanced geothermal system to better exploit hot dry rock geothermal energy

(2015) Jiliang Chen et al.   RENEWABLE ENERGY

Numerical simulation of electricity generation potential from fractured granite reservoir through a single horizontal well at Yangbajing geothermal field

(2013) Yu-Chao Zeng et al.   ENERGY

Bias-corrected random forests in regression

(2011) Guoyi Zhang et al.   JOURNAL OF APPLIED STATISTICS

Optimization of well placement geothermal reservoirs using artificial intelligence

(2010) Serhat Akın et al.   COMPUTERS & GEOSCIENCES

Estimation of static formation temperatures in geothermal wells by using an artificial neural network approach

(2010) A. Bassam et al.   COMPUTERS & GEOSCIENCES