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
- Olawale J. OLALUYI, Johnson O. ADEOGO, Aduragbemi F. OJO, Olarewaju T. OGINNI, Design and Construction of Transistor Based Water Level Indicator Tank with Overflow Alarm , FUDMA Journal of Engineering and Technology: Vol. 1 No. 2 (2025): December 2025
- Oluwaseun S. OGUNGBEMI, Aquifer Characterisation and Vulnerability Assessment in a Typical Basement Complex Terrain , FUDMA Journal of Engineering and Technology: Vol. 1 No. 2 (2025): December 2025
- 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
- Iyanda M. ANIMASHAUN, Abubakar S. MOHAMMED, Ibrahim A. KUTI, Peter A. OBASA, Rashidat ANIYIKAYE, Yahaya MOHAMMED, Yusuf M. OTACHE, Artificial Intelligence of Things (AIoT) for Precision Irrigation: A Comprehensive Review of Applications, Challenges, and Future Directions , FUDMA Journal of Engineering and Technology: Vol. 2 No. 2 (2026): December 2026
- Munir A. ADEWOYE, Ahmed ALIYU, Usman A. ALI, Abdulrasheed JIMOH, Blockchain-Based Food Supply Chain Traceability: A Systematic Review of Privacy Preserving and Scalability , FUDMA Journal of Engineering and Technology: Vol. 2 No. 1 (2026): June 2026
- Sindrella AWINO, Peter ADEOYE, Application of Integrated Solar-Powered Ultraviolet Radiation and Sand Biofiltration Techniques in Rural Water Treatment: A Review , FUDMA Journal of Engineering and Technology: Vol. 2 No. 2 (2026): December 2026
- Sulaiman Y. ADAMU, Fadimatu N. DABAI, Abdulazeez Y. ATTA, Baba Y. JIBRIL, Preparation and Characterization of Enhanced Hierarchical Zn-Ni/HZSM-5 Catalysts for Potential use in Catalytic reactions to Upgrade Bio-Oil and Hydrogen from Biomass Pyrolysis , FUDMA Journal of Engineering and Technology: Vol. 1 No. 2 (2025): December 2025
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
