activity
20172023
most citedData-driven evolutionary algorithm for oil reservoir well-placement and control optimization

36 citations · 36 across the 5 of their papers we have counts for

collaborators

5 papers

cs.LG2023

An Error Correction Mid-term Electricity Load Forecasting Model Based on Seasonal Decomposition

Liping Zhang, Di Wu, Xin Luo

Mid-term electricity load forecasting (LF) plays a critical role in power system planning and operation. To address the issue of error accumulation and transfer during the operatio…

cs.NE2022

Surrogate-assisted level-based learning evolutionary search for heat extraction optimization of enhanced geothermal system

Guodong Chen, Xin Luo, Chuanyin Jiang +1

An enhanced geothermal system is essential to provide sustainable and long-term geothermal energy supplies and reduce carbon emissions. Optimal well-control scheme for effective he…

cs.NE2022★ 36 cited

Data-driven evolutionary algorithm for oil reservoir well-placement and control optimization

Guodong Chen, Xin Luo, Jimmy Jiu Jiao +1

Optimal well placement and well injection-production are crucial for the reservoir development to maximize the financial profits during the project lifetime. Meta-heuristic algorit…

cs.CE2018

Global sensitivity analysis based on DIRECT-KG-HDMR and thermal optimization of pin-fin heat sink for the platform inertial navigation system

Xin Luo, Fengtao Xu, Ting Wang +2

In this study, in order to reduce the local high temperature of the platform in inertial navigation system (PINS), a pin-fin heat sink with staggered arrangement is designed. To re…

physics.app-ph2017

Optimization of honeycomb battery package based on space mapping algorithm

Hu Wang, Wenquan Shuai, Xin Luo

A new honeycomb battery package structure is designed and optimized in this study. It is a honeycomb structure which uses grid to reinforce the strength. To obtain the highly accur…