High-Fidelity Wake Modeling for Multi-Turbine Optimization in Complex Terrain: A Review
- Authors
-
-
Solomon A. ONAZI
Author
-
Patrick U. OKORIE
Author
-
Adamu S. ABUBAKAR
Author
-
Ibrahim ABDULWAHAB
Author
-
- Keywords:
- Wind turbine wakes, wake steering, large eddy simulation, complex terrain, multi-fidelity modelling, surrogate modelling, wind farm optimization, levelized cost of energy.
- Abstract
-
Wake interactions between turbines are a primary constraint on wind farm energy yield and structural reliability, and this constraint is magnified in complex terrain where topography drives speed-up, channeling, and flow separation that classical wake models were never designed to capture. This paper reviews the state of the art in wind turbine wake modeling and multi-turbine optimization, tracing the field's progression from simplified engineering models (Jensen, Gaussian) through high-fidelity large eddy simulation (LES), toward multi-fidelity and data-driven surrogate frameworks. The review synthesizes findings on wake fundamentals, wake-wake interactions, wake steering as a control strategy, LES-based simulation, multi-fidelity and surrogate modeling, terrain and atmospheric-stability effects, and optimization strategies balancing energy yield against structural loads. A synthesis table condenses the methods, findings, and limitations of representative studies published between 2020 and 2025. The review concludes by identifying a persistent gap: the absence of a scalable, high-fidelity wake model integrated directly into a multi-turbine optimization framework for complex terrain, and outlines how closing this gap can improve energy capture, extend turbine service life, and reduce the levelized cost of energy.
- References
- Downloads
- Published
- 25-09-2026
- Section
- Articles
- License
-
Copyright (c) 2026 Solomon A. ONAZI, Patrick U. OKORIE, Adamu S. ABUBAKAR, Ibrahim ABDULWAHAB (Author)

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
How to Cite
Similar Articles
- Hafsah A. ABDULRAHMAN, Muhammad M. HAMIDU, Techno-Economic Optimization of a Hybrid PV-Wind-Waste-to Energy System for the University of Maiduguri , FUDMA Journal of Engineering and Technology: Vol. 1 No. 2 (2025): December 2025
- Emmanuel T. ODEYEMI, Ya’u S. HARUNA, Ganiyu A. BAKARE, Hassan B. MAMMAN, Sabo M. HASSAN, BAT-Optimized PID and ANFIS Torque-Based MPPT for a 0.5 MW PMSG-Based Wind Energy Conversion System Under Dynamic Wind Conditions , FUDMA Journal of Engineering and Technology: Vol. 2 No. 1 (2026): June 2026
- Yetunde M. ALADEITAN, Damilola V. ABRAHAM, Abdulmojeed O. OLUOGUN, Abdulwasiu ABDURRAHMAN, A Critical Review of Surrogate Reservoir Modelling for Uncertainty Quantification in Thin Oil Rim Reservoirs , FUDMA Journal of Engineering and Technology: Vol. 2 No. 2 (2026): December 2026
- Muhammad M. HAMIDU, Mathew KATAMBI, Omar FARUQ, Techno-Economic and Environmental Assessment of a Solar PV-Based Microgrid for Residential Electrification in Gwange I, Maiduguri Using HOMER Pro , FUDMA Journal of Engineering and Technology: Vol. 1 No. 2 (2025): December 2025
- Nsikan L. AKPAN, Akaniyene OBOT, Olusegun A. AFOLABI, Improvement of Power Efficiency of Sensor Network Using Ant Colony Optimization and K-Means Clustering Technique , FUDMA Journal of Engineering and Technology: Vol. 2 No. 2 (2026): December 2026
- Abdulkareem BELLO, Saleh S. LUKMAN, Tasie M. CHIZE, Yusuf O. ADEIZA, Chibuzor A. OKAFOR, Abdullahi O. YAKUBU, Design, Simulation, and 3D Printing of a Lightweight Drone Frame for Farm Monitoring , FUDMA Journal of Engineering and Technology: Vol. 2 No. 2 (2026): December 2026
- Yetunde M. ALADEITAN, Damilola V. ABRAHAM, A Data-Driven Surrogate Framework for Economic Optimization of Thin Oil Rim Developments: A Comprehensive Methodological Review and Niger Delta Application , FUDMA Journal of Engineering and Technology: Vol. 2 No. 1 (2026): June 2026
- Taiwo J. DURODOLA, Suleiman ZUBAIR, James AGAJO, Open Radio Access Network (ORAN) Deployment Strategies for Remote Areas , FUDMA Journal of Engineering and Technology: Vol. 2 No. 1 (2026): June 2026
- Jafaru A. MOHAMMED, Thomas N. GUMA, Malachy SUMAILA, Mahdi MAKWAYO, A Review of Local Manufacturing of Borehole Windmill Gear Trains Using Reverse Engineering and Integrated Braking Systems , FUDMA Journal of Engineering and Technology: Vol. 2 No. 1 (2026): June 2026
- Emmanuel T. ODEYEMI, Ya’u S. HARUNA, Ganiyu A. BAKARE, Hassan B. MAMMAN, Sabo M. HASSAN, Software-in-the-Loop Validation of an Adaptive Particle Swarm Optimization-Based MPPT Controller for Real-Time Photovoltaic System , FUDMA Journal of Engineering and Technology: Vol. 2 No. 1 (2026): June 2026
You may also start an advanced similarity search for this article.
Most read articles by the same author(s)
- Abdultoyyib A. ALABI, Adamu S. ABUBAKAR, Patrick U. OKORIE, Abdulwahab IBRAHIM, Development of a Non-Convex Economic Load Dispatch Across Small to Very Large-Scale Power Systems Using Improved Sine Cosine Algorithm , FUDMA Journal of Engineering and Technology: Vol. 2 No. 2 (2026): December 2026
