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
- Daniel N. MBACHIRIN, David E. ABEL, Paul A. OMALE, Precision Agriculture Technologies for Smallholder Farming Systems in Developing Countries: A Scoping Review of Opportunities, Limitations and Future Directions , FUDMA Journal of Engineering and Technology: Vol. 2 No. 1 (2026): June 2026
- Ismaila MAHMUD, Mahmud MUSTAPHA, Sulaiman H. SULAIMAN, Ibrahim ABDULWAHAB, Ibrahim A. SHEHU, Aminu J. ALIYU, Yusuf S. ABU, Nuraddeen A. ILIYASU, Solar Irradiance Forecast using Feed Forward Neural Network: A Case Study of Zaria Town , FUDMA Journal of Engineering and Technology: Vol. 1 No. 2 (2025): December 2025
- Jennifer BALA, Sikiru O. SUBAIRU, Noel M. DOGONYARO, Joseph A. OJENIYI, Suleiman AHMAD, Development of an Optimized Hybrid XGBoost–GRU Model for Detection of Ponzi Schemes in Ethereum Transaction Networks , FUDMA Journal of Engineering and Technology: Vol. 1 No. 2 (2025): December 2025
- Muhammad B. MUHAMMAD, Muhammad Y. ABDULLAHI, Aminu BALA, Optimal Reduction of Technical Power Losses in Radial Distribution Networks Using Differential Evolution for Distributed Generation: A Case Study of the Azare Substation in Nigeria , FUDMA Journal of Engineering and Technology: Vol. 2 No. 1 (2026): June 2026
- Umar A. IBRAHIM, Abdulra’uf G. SHARIFAI, Hybrid CNN Feature Fusion with Optimization for Precision Potato Leaf Disease Classification , FUDMA Journal of Engineering and Technology: Vol. 1 No. 2 (2025): December 2025
- Suleiman ZUBAIR, Hassan ABDULAZEEZ, Bala A. SALIHU, Abubakar A. SHUAIBU, Design and Implementation of a BLE 5.0-Enabled Wearable Finger Mouse Using the XIAO nRF52840 Platform , FUDMA Journal of Engineering and Technology: Vol. 2 No. 1 (2026): June 2026
- Habib I. ABDULAZEEZ, Bala ABDULLAHI, Abdullahi AHMED, Ibrahim A. TUKUR, Experimental Investigation of Solar Photovoltaic Tilt Angles for Maximum Energy Harvest in Kogi State, Nigeria , FUDMA Journal of Engineering and Technology: Vol. 1 No. 2 (2025): December 2025
- Johnson O. ADEOGO, Olawale J. OLALUYI, Olumuyiwa A. OJO, Abayomi T. AYODELE, Elijah A. OLAJUYIN, Fasasi BELLO, Paul C. OFODU, Performance Evaluation of 3.5 kVA Hybrid Inverter Following Standard Engineering Practices and Safety Procedures , FUDMA Journal of Engineering and Technology: Vol. 2 No. 2 (2026): December 2026
- Zainab B. LAPAI, Joseph A. OJENIYI, Ismail IDRIS, Abdulkadir O. ABDULBAKI, Jennifer BALA, Entropy-Guided Neural Architecture for Family-Level Classification of Windows Ransomware , FUDMA Journal of Engineering and Technology: Vol. 1 No. 2 (2025): December 2025
- George AKWEC, Segun E. ADEBAYO, Caroline O. ALENOGHENA, Design and Construction of Forced-Air Heating systems for Poultry Brooding: A Comprehensive Review , FUDMA Journal of Engineering and Technology: Vol. 2 No. 2 (2026): December 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
