Advanced Electromagnetic Heating Modeling for Eco-Friendly Oil Production

In-situ recovery of heavy oil is a critical challenge due to the high viscosity of heavy crude, which significantly impedes its flow and extraction efficiency. The current state-of-the-art relies heavily on thermal techniques, such as steam injection, which are energy-intensive and less environmentally friendly. Electromagnetic heating presents a promising alternative, offering the potential for more efficient, controlled, and environmentally friendly heavy oil recovery. Unlike conventional steam injection, electromagnetic heating targets the oil directly, minimizing environmental impact.


This project focuses on developing advanced computational models and algorithms that can assist in optimizing electromagnetic heating processes for in-situ heavy oil recovery. Efforts include building high-performance multi-physics models that capture the complex thermal and electromagnetic behavior of subterranean reservoirs and integrating machine learning approaches to adaptively refine and optimize heating strategies. By advancing these modeling and optimization techniques, the project supports the broader goal of promoting more sustainable, efficient, and environmentally conscious methods.

Alberta Graduate Excellence Scholarship

Siyi Huang

Award

Faculty of Engineering Early-Career Research Award

Xingqi Zhang

Award

IEEE MTT-S Graduate Fellowship

Siyi Huang

Award

A Cluster-Based NOMA Framework for Integrated Sensing and Communications

Xingqi Zhang, Boqun Zhao

Conference Proceedings

Advanced Technologies for EMF Exposure Assessment/Prediction/Monitoring

Xingqi Zhang

Conference/Symposium/Workshop Contribution

Advances in Numerical Modeling of Radio Wave Propagation in Large-Scale Environments

Xingqi Zhang

Conference/Symposium/Workshop Contribution

Aperture Selection for CAP Arrays (CAPAs)

Xingqi Zhang

Conference Proceedings

Capacity Limits of Near-Field Multiple Access Channel

Xingqi Zhang, Boqun Zhao

Conference Proceedings

Capacity limits of near-field multiple access channel

Boqun Zhao

Conference/Symposium/Workshop Contribution

Channel Capacity of Near-Field Line-of-Sight Multiuser Communications

Xingqi Zhang, Boqun Zhao

Peer-Reviewed Journal Article

Compact broadband high‐gain dielectric rod antenna with air–dielectric hybrid design for millimetre‐wave applications

Xingqi Zhang

Peer-Reviewed Journal Article

Comparative Study of VPE-Driven CNN Models for Radio Wave Propagation Modeling in Tunnels

Xingqi Zhang, Shiqi Wang, Siyi Huang

Peer-Reviewed Journal Article

Downlink and Uplink NOMA-ISAC With Signal Alignment

Xingqi Zhang, Boqun Zhao

Peer-Reviewed Journal Article

Efficient Parabolic Equation-Driven CNN Propagation Model in Tunnels Based on Frequency Conversion

Xingqi Zhang, Siyi Huang

Peer-Reviewed Journal Article

Efficient high‐fidelity deep convolutional generative adversarial network model for received signal strength reconstruction in indoor environments

Xingqi Zhang

Peer-Reviewed Journal Article

Efficient propagation modelling for open‐confined mixed space using a hybrid ray‐tracing/waveguide theory method

Xingqi Zhang

Peer-Reviewed Journal Article

FDTD Simulation of Reconfigurable Intelligent Surfaces with GSTCs

Xingqi Zhang

Conference Proceedings

FDTD-Equivalent Neural Network Model for Electromagnetic Simulations

Xingqi Zhang, Siyi Huang

Conference Proceedings

Fast Parabolic Wave Equation-Based Time-of-Arrival Estimation Exploiting Sparse Matrices

Xingqi Zhang

Peer-Reviewed Journal Article

Generalizable Physics-Guided Convolutional Neural Network for Irregular Terrain Propagation

Xingqi Zhang, Siyi Huang

Peer-Reviewed Journal Article

Hybrid NOMA Empowered Energy-Efficient ISAC

Xingqi Zhang

Peer-Reviewed Journal Article

Joint Receive Antenna Selection and Beamforming in RIS-Aided MIMO Systems

Xingqi Zhang

Conference Proceedings

Near-Field ISAC: Performance Analysis and Rate Region Characterization

Xingqi Zhang, Boqun Zhao

Conference Proceedings

Near-field ISAC: Performance analysis and rate region characterization

Boqun Zhao

Conference/Symposium/Workshop Contribution

On the Impact of Reactive Region on the Near-Field Channel Gain

Xingqi Zhang, Boqun Zhao

Peer-Reviewed Journal Article

On the Performance of Continuous Aperture Array (CAPA)-Based Wireless Communications

Xingqi Zhang

Conference Proceedings

Performance Analysis of Holographic MIMO Based Integrated Sensing and Communications

Xingqi Zhang, Boqun Zhao

Peer-Reviewed Journal Article

Performance Analysis of Near-Field ISAC Based on an Accurate Channel Model

Xingqi Zhang, Boqun Zhao

Conference Proceedings

Performance analysis of near-field ISAC based on an accurate channel model

Boqun Zhao

Conference/Symposium/Workshop Contribution

Physics-Based Trajectory Design for Cellular-Connected UAV in Rainy Environments Based on Deep Reinforcement Learning

Xingqi Zhang

Peer-Reviewed Journal Article

Reducing Simulation Effort for RIS Optimization using an Efficient Far-Field Approximation

Xingqi Zhang

Conference Proceedings

Wave Propagation and Scattering: Advances, Trends, and New Applications

Xingqi Zhang

Conference/Symposium/Workshop Contribution