On the public citation graph
TOPFARM: Multi‐fidelity optimization of wind farms
0 signed · 166 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/we.130openalex-snapshot
A new simulation method for turbines in wake—applied to extreme response during operation
inferredcites →https://doi.org/10.1002/we.352openalex-snapshot
Light detection and ranging measurements of wake dynamics part I: one‐dimensional scanning
inferredcites →https://doi.org/10.1007/978-3-642-41080-2_2openalex-snapshot
The Wind Farm Layout Optimization Problem
inferredcites →https://doi.org/10.1016/0167-6105(94)90080-9openalex-snapshot
Optimization of wind turbine positioning in large windfarms by means of a genetic algorithm
inferredcites →https://doi.org/10.1016/0304-4076(94)90038-8openalex-snapshot
Global optimization of statistical functions with simulated annealing
inferredcites →https://doi.org/10.1016/b978-0-12-064155-0.x5000-9openalex-snapshot
Introduction to Optimum Design
inferredcites →https://doi.org/10.1016/b978-012064155-0/50012-4openalex-snapshot
Introduction to Optimum Design with MATLAB
inferredcites →https://doi.org/10.1016/s0167-6105(98)00191-3openalex-snapshot
Optimization method for wind turbine rotors
inferredcites →https://doi.org/10.1115/1.1404433openalex-snapshot
Site-Specific Design Optimization of 1.5–2.0 MW Wind Turbines
inferredcites →https://doi.org/10.1115/1.4002555openalex-snapshot
Calibration and Validation of the Dynamic Wake Meandering Model for Implementation in an Aeroelastic Code
inferredcites →https://doi.org/10.2172/947422openalex-snapshot
Definition of a 5-MW Reference Wind Turbine for Offshore System Development
inferredcites →https://doi.org/10.2514/1.36043openalex-snapshot
Surrogate-Based Optimization Using Multifidelity Models with Variable Parameterization and Corrected Space Mapping
inferredcites →https://doi.org/10.5281/zenodo.13308openalex-snapshot
Topfarm Wind Farm Optimization Tool
inferredcites →https://doi.org/10.5860/choice.27-0936openalex-snapshot
Genetic algorithms in search, optimization, and machine learning
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← backgroundhttps://doi.org/10.5281/zenodo.12386zenodo-depositor-declared
Wind Farm Optimization And Multi-Fidelity Wake Modelling: Presentation Of Topfarm I & Ii, Fused-Wake
inferred← backgroundhttps://doi.org/10.5281/zenodo.12497zenodo-depositor-declared
Topfarm 2 Status And Plans
inferred← citeshttps://doi.org/10.1002/we.2199openalex-snapshot
Cuckoo search for wind farm optimization with auxiliary infrastructure
inferred← citeshttps://doi.org/10.1002/we.2255openalex-snapshot
Engineering an optimal wind farm using surrogate models
inferred← citeshttps://doi.org/10.1002/we.2692openalex-snapshot
Wake expansion continuation: Multi‐modality reduction in the wind farm layout optimization problem
inferred← citeshttps://doi.org/10.1002/wene.214openalex-snapshot
Mesoscale to microscale wind farm flow modeling and evaluation
inferred← citeshttps://doi.org/10.1007/978-3-030-05455-7_61-1openalex-snapshot
Optimizing Wind Farm Layouts
inferred← citeshttps://doi.org/10.1007/978-3-030-31307-4_61openalex-snapshot
Optimizing Wind Farm Layouts
inferred← citeshttps://doi.org/10.1007/s00158-023-03731-5openalex-snapshot
Multi-fidelity error-estimate-based model management
inferred← citeshttps://doi.org/10.1007/s00158-024-03866-zopenalex-snapshot
Development of a multi-fidelity optimisation strategy based on hybrid methods
inferred← citeshttps://doi.org/10.1007/s10479-017-2581-5openalex-snapshot
Obstacle-aware optimization of offshore wind farm cable layouts
inferred← citeshttps://doi.org/10.1007/s11804-019-00080-yopenalex-snapshot
Review of Condition-Based Maintenance Strategies for Offshore Wind Energy
inferred← citeshttps://doi.org/10.1007/s12206-018-0548-3openalex-snapshot
Wind farm layout optimization using multidisciplinary model
inferred← citeshttps://doi.org/10.1016/b978-0-323-93940-9.00267-xopenalex-snapshot
Wind Farm Design and Optimization with Different Wind Turbine Types
inferred← citeshttps://doi.org/10.1016/j.apenergy.2016.06.101openalex-snapshot
Toward efficient optimization of wind farm layouts: Utilizing exact gradient information
inferred← citeshttps://doi.org/10.1016/j.apenergy.2017.04.030openalex-snapshot
Gradient-based multidisciplinary design of wind farms with continuous-variable formulations
inferred← citeshttps://doi.org/10.1016/j.apenergy.2020.115090openalex-snapshot
Wind Farm Layout Optimization (WindFLO) : An advanced framework for fast wind farm analysis and optimization
inferred← citeshttps://doi.org/10.1016/j.apenergy.2024.124600openalex-snapshot
A multi-fidelity framework for power prediction of wind farm under yaw misalignment
inferred← citeshttps://doi.org/10.1016/j.apor.2020.102274openalex-snapshot
Economical layout optimization of wave energy parks clustered in electrical subsystems
inferred← citeshttps://doi.org/10.1016/j.compfluid.2016.08.015openalex-snapshot
An efficient non-intrusive reduced basis model for high dimensional stochastic problems in CFD
inferred← citeshttps://doi.org/10.1016/j.egypro.2013.07.184openalex-snapshot
TOPFARM – A Tool for Wind Farm Optimization
inferred← citeshttps://doi.org/10.1016/j.egypro.2016.09.221openalex-snapshot
A Continuously Differentiable Turbine Layout Optimization Model for Offshore Wind Farms
inferred← citeshttps://doi.org/10.1016/j.ejor.2023.04.046openalex-snapshot
Combined layout and cable optimization of offshore wind farms
inferred← citeshttps://doi.org/10.1016/j.enconman.2020.112593openalex-snapshot
Comparative analysis and improvement of grid-based wind farm layout optimization
inferred← citeshttps://doi.org/10.1016/j.energy.2024.133275openalex-snapshot
Aerodynamic characteristics of wind turbines considering the inhomogeneity and periodic incentive of wake effects
inferred← citeshttps://doi.org/10.1016/j.energy.2025.136573openalex-snapshot
Mapping global offshore wind wake losses, layout optimisation potential, and climate change effects
inferred← citeshttps://doi.org/10.1016/j.engstruct.2025.120780openalex-snapshot
A Neural Network-Based Multi-Fidelity Modeling Approach for Large-Eddy Simulations with Application to Wind Loading Predictions
inferred← citeshttps://doi.org/10.1016/j.enpol.2017.10.049openalex-snapshot
Developing offshore wind farm siting criteria by using an international Delphi method
inferred← citeshttps://doi.org/10.1016/j.ijepes.2019.105548openalex-snapshot
Optimal power dispatch strategy of onshore wind farms considering environmental impact
inferred← citeshttps://doi.org/10.1016/j.isatra.2022.06.014openalex-snapshot
A hybrid equilibrium algorithm and pattern search technique for wind farm layout optimization problem
inferred← citeshttps://doi.org/10.1016/j.jclepro.2016.06.030openalex-snapshot
Development of a quantitative analysis system for greener and economically sustainable wind farms
inferred← citeshttps://doi.org/10.1016/j.jclepro.2017.04.132openalex-snapshot
Layout optimization of a wind farm to maximize the power output using enhanced teaching learning based optimization technique
inferred← citeshttps://doi.org/10.1016/j.renene.2017.11.018openalex-snapshot
Assessing the energy benefit of using a wind turbine micro-siting model
inferred← citeshttps://doi.org/10.1016/j.renene.2018.09.085openalex-snapshot
A new mathematical programming approach to wind farm layout problem under multiple wake effects
inferred← citeshttps://doi.org/10.1016/j.renene.2023.119524openalex-snapshot
Wind farm power density optimization according to the area size using a novel self-adaptive genetic algorithm
inferred← citeshttps://doi.org/10.1016/j.renene.2025.123429openalex-snapshot
Pareto frontier for multi-objective wind farm layout optimization balancing power production and turbine fatigue life
inferred← citeshttps://doi.org/10.1016/j.ress.2017.10.025openalex-snapshot
Maintenance optimization and inspection planning of wind energy assets: Models, methods and strategies
inferred← citeshttps://doi.org/10.1016/j.ress.2025.111509openalex-snapshot
Comparative analysis of regression techniques for dual-fidelity surrogates in concrete gravity dams
inferred← citeshttps://doi.org/10.1016/j.rser.2025.115605openalex-snapshot
Data-driven wind farm flow control and challenges towards field implementation: A review
inferred← citeshttps://doi.org/10.1080/0305215x.2017.1316844openalex-snapshot
A tight upper bound for quadratic knapsack problems in grid-based wind farm layout optimization
inferred← citeshttps://doi.org/10.1080/0305215x.2018.1509962openalex-snapshot
Greedy robust wind farm layout optimization with feasibility guarantee
inferred← citeshttps://doi.org/10.1080/03155986.2019.1607810openalex-snapshot
An algorithmic framework for the optimization of computationally expensive bi-fidelity black-box problems
inferred← citeshttps://doi.org/10.1088/1742-6596/1037/4/042012openalex-snapshot
A method for reducing multi-modality in the wind farm layout optimization problem
inferred← citeshttps://doi.org/10.1088/1742-6596/1256/1/012027openalex-snapshot
Optimal open loop wind farm control
inferred← citeshttps://doi.org/10.1088/1742-6596/1618/4/042035openalex-snapshot
Wind farm layout optimization with load constraints using surrogate modelling
inferred← citeshttps://doi.org/10.1088/1742-6596/1618/6/062002openalex-snapshot
Effect of varying fidelity turbine models on wake loss prediction
inferred← citeshttps://doi.org/10.1088/1742-6596/1934/1/012019openalex-snapshot
Production and Cost Assessment of Offshore Wind Power in the North Sea
inferred← citeshttps://doi.org/10.1088/1742-6596/2265/2/022012openalex-snapshot
Wind farm optimization with multiple hub heights using gradient-based methods
inferred← citeshttps://doi.org/10.1088/1742-6596/2265/3/032095openalex-snapshot
Efficient Loads Surrogates for Waked Turbines in an Array
inferred← citeshttps://doi.org/10.1088/1742-6596/2265/4/042043openalex-snapshot
Providing insight into what can be expected from Offshore Wind Farm Layout Optimisation
inferred← citeshttps://doi.org/10.1088/1742-6596/2505/1/012042openalex-snapshot
Full-scale validation of optimal axial induction control of a row of turbines at Lillgrund wind farm
inferred← citeshttps://doi.org/10.1088/1742-6596/2767/8/082021openalex-snapshot
Multidisciplinary Wind Farm Electrical Infrastructure Optimization
inferred← citeshttps://doi.org/10.1088/1742-6596/3224/3/032011openalex-snapshot
Validation of revised minimalistic model for predicting energy production of offshore wind farms
inferred← citeshttps://doi.org/10.1088/1742-6596/3224/6/062032openalex-snapshot
Optimal Wind Turbine Cut-Out Speed for O&M Cost-Revenue Balance
inferred← citeshttps://doi.org/10.1088/1742-6596/625/1/012040openalex-snapshot
The impact of wake models on wind farm layout optimization
inferred← citeshttps://doi.org/10.1088/1742-6596/753/6/062011openalex-snapshot
Roadmap to the multidisciplinary design analysis and optimisation of wind energy systems
inferred← citeshttps://doi.org/10.1088/1755-1315/237/6/062018openalex-snapshot
Continuous Optimization and Economic Evaluation of Wind Farm Layout Based on Genetic Algorithm with Elitist Strategy
inferred← citeshttps://doi.org/10.1108/ijesm-10-2019-0025openalex-snapshot
A project buffer and resource management model in energy sector; a case study in construction of a wind farm project
inferred← citeshttps://doi.org/10.1109/isgteurope.2016.7856294openalex-snapshot
Integrated approach to the design of wind farm infrastructure
inferred← citeshttps://doi.org/10.1109/repe48501.2019.9025115openalex-snapshot
A New Local Searching Approach for Wind Farm Layout Optimization Problem
inferred← citeshttps://doi.org/10.1109/tpwrs.2019.2916906openalex-snapshot
Optimal Micro-Siting of Wind Turbines in an Offshore Wind Farm Using Frandsen–Gaussian Wake Model
inferred← citeshttps://doi.org/10.1109/tste.2019.2927598openalex-snapshot
Stochastic Multi-Fidelity Scheduling of Flexibility Reserve for Energy Storage
inferred← citeshttps://doi.org/10.1115/1.4027847openalex-snapshot
Multi-Objective Wind Farm Layout Optimization Considering Energy Generation and Noise Propagation With NSGA-II
inferred← citeshttps://doi.org/10.1115/1.4033239openalex-snapshot
A Mixed Integer Linear Programing Formulation for Unrestricted Wind Farm Layout Optimization
inferred← citeshttps://doi.org/10.1115/1.4049657openalex-snapshot
Comparing Filtering Multifidelity Optimization Strategies With a Simulation-Based Multidisciplinary Aircraft Model
inferred← citeshttps://doi.org/10.1115/1.4053869openalex-snapshot
A Comparative Study of Multi-Stage Approaches for Wind Farm Layout Optimization
inferred← citeshttps://doi.org/10.1115/1.4065719openalex-snapshot
A Framework for Developing Systematic Testbeds for Multifidelity Optimization Techniques
inferred← citeshttps://doi.org/10.1115/es2016-59594openalex-snapshot
Efficient Wind Turbine Micrositing in Large-Scale Wind Farms
inferred← citeshttps://doi.org/10.1155/adce/1229062openalex-snapshot
Stability Assessment of Concrete Gravity Dams via Multifidelity Surrogate Models
inferred← citeshttps://doi.org/10.11648/j.epes.20180703.12openalex-snapshot
Investigation into the Optimal Wind Turbine Layout Patterns for a Wind Farm in Walvis Bay, Namibia
inferred← citeshttps://doi.org/10.1177/0309524x17722000openalex-snapshot
Improving the FLORIS wind plant model for compatibility with gradient-based optimization
inferred← citeshttps://doi.org/10.1527/tjsai.37-2_j-lb1openalex-snapshot
Recent Advances in Crowd Movement Space Design and Control using Crowd Simulation
inferred← citeshttps://doi.org/10.17475/kastorman.296495openalex-snapshot
GMRT Rüzgar Türbünün Diğer Güç Rüzgar Türbünleriyle ile Efektif Olarak Karşılaştırılması
inferred← citeshttps://doi.org/10.2172/1868328openalex-snapshot
System Modeling Frameworks for Wind Turbines and Plants: Review and Requirements Specifications
inferred← citeshttps://doi.org/10.23860/thesis-gieschen-rebekka-2015openalex-snapshot
Including Wind Resource Trends in a Micrositing Optimization of the Block Island Wind Farm, RI, USA
inferred← citeshttps://doi.org/10.2514/1.j057750openalex-snapshot
Issues in Deciding Whether to Use Multifidelity Surrogates
inferred← citeshttps://doi.org/10.2514/6.2016-1522openalex-snapshot
Wake flow characteristics at high wind speed
inferred← citeshttps://doi.org/10.2514/6.2019-0538openalex-snapshot
Comparison of Wind Farm Layout Optimization Results Using a Simple Wake Model and Gradient-Based Optimization to Large Eddy Simulations
inferred← citeshttps://doi.org/10.2514/6.2019-3352openalex-snapshot
Computational Design and Optimization of Wind Farms using Analytical Derivatives
inferred← citeshttps://doi.org/10.3390/app14177916openalex-snapshot
Wasserstein-Based Evolutionary Operators for Optimizing Sets of Points: Application to Wind-Farm Layout Design
inferred← citeshttps://doi.org/10.3390/app7121318openalex-snapshot
Multi-Fidelity Multi-Objective Efficient Global Optimization Applied to Airfoil Design Problems
inferred← citeshttps://doi.org/10.3390/en11123268openalex-snapshot
Realistic Wind Farm Layout Optimization through Genetic Algorithms Using a Gaussian Wake Model
inferred← citeshttps://doi.org/10.3390/en14010146openalex-snapshot
Wind Farm Layout Optimization Using a Metamodel and EA/PSO Algorithm in Korea Offshore
inferred← citeshttps://doi.org/10.3390/en14020448openalex-snapshot
A Minimalistic Prediction Model to Determine Energy Production and Costs of Offshore Wind Farms
inferred← citeshttps://doi.org/10.3390/en14144185openalex-snapshot
Wind Farm Area Shape Optimization Using Newly Developed Multi-Objective Evolutionary Algorithms
inferred← citeshttps://doi.org/10.3390/en16124550openalex-snapshot
Modeling Annual Electricity Production and Levelized Cost of Energy from the US East Coast Offshore Wind Energy Lease Areas
inferred← citeshttps://doi.org/10.3390/en18185019openalex-snapshot
Achieving Power-Noise Balance in Wind Farms by Fine-Tuning the Layout with Reinforcement Learning
inferred← citeshttps://doi.org/10.3390/en7116930openalex-snapshot
A Review of Methodological Approaches for the Design and Optimization of Wind Farms
inferred← citeshttps://doi.org/10.3390/su14148458openalex-snapshot
Effective Realization of Multi-Objective Elitist Teaching–Learning Based Optimization Technique for the Micro-Siting of Wind Turbines
inferred← citeshttps://doi.org/10.3934/energy.2017.2.173openalex-snapshot
Optimization of regular offshore wind-power plants using a non-discrete evolutionary algorithm
inferred← citeshttps://doi.org/10.5194/wes-1-311-2016openalex-snapshot
Wind-farm layout optimisation using a hybrid Jensen–LES approach
inferred← citeshttps://doi.org/10.5194/wes-2018-53openalex-snapshot
Towards the North Sea wind power revolution
inferred← citeshttps://doi.org/10.5194/wes-2022-4openalex-snapshot
Gradient-Based Wind Farm Layout Optimization Results Compared with Large-Eddy Simulations
inferred← citeshttps://doi.org/10.5194/wes-4-99-2019openalex-snapshot
Coupled wind turbine design and layout optimization with nonhomogeneous wind turbines
inferred← citeshttps://doi.org/10.5194/wes-5-1551-2020openalex-snapshot
Integrated wind farm layout and control optimization
inferred← citeshttps://doi.org/10.5194/wes-5-427-2020openalex-snapshot
Analytical model for the power–yaw sensitivity of wind turbines operating in full wake
inferred← citeshttps://doi.org/10.5194/wes-7-2271-2022openalex-snapshot
Wind farm flow control: prospects and challenges
inferred← citeshttps://doi.org/10.5194/wes-7-991-2022openalex-snapshot
Effectively using multifidelity optimization for wind turbine design
inferred← citeshttps://doi.org/10.5194/wes-8-1453-2023openalex-snapshot
A neighborhood search integer programming approach for wind farm layout optimization
inferred← citeshttps://doi.org/10.5194/wes-8-255-2023openalex-snapshot
Optimization of wind farm operation with a noise constraint
inferred← citeshttps://doi.org/10.5194/wes-8-865-2023openalex-snapshot
A comparison of eight optimization methods applied to a wind farm layout optimization problem
inferred← citeshttps://doi.org/10.5194/wes-9-321-2024openalex-snapshot
Speeding up large-wind-farm layout optimization using gradients, parallelization, and a heuristic algorithm for the initial layout
inferred← citeshttps://doi.org/10.5194/wes-9-585-2024openalex-snapshot
Gradient-based wind farm layout optimization with inclusion and exclusion zones
inferred← citeshttps://doi.org/10.55981/brin.562openalex-snapshot
Indonesia Post-Pandemic Outlook: Strategy towards Net-Zero Emissions by 2060 from the Renewables and Carbon-Neutral Energy Perspectives
inferred← citeshttps://doi.org/10.55981/brin.562.c11openalex-snapshot
Unlocking the Potential of Hydrogen in Indonesia
inferred← citeshttps://doi.org/10.55981/brin.562.c12openalex-snapshot
Socio-Economic Impacts of Renewable and Carbon-Neutral Energy Development
inferred← citeshttps://doi.org/10.55981/brin.562.c13openalex-snapshot
Pathways and Recommendations on Energy Transition Strategy to Achieve Net-Zero Emissions by 2060
inferred← citeshttps://doi.org/10.55981/brin.562.c14openalex-snapshot
Closing Summary: Deploying Indonesia’s Energy Resources for a National Carbon-Neutral Energy Ecosystem
inferred← citeshttps://doi.org/10.55981/brin.562.c2openalex-snapshot
Indonesia’s National Strategy and Commitment towards Transition to Renewable Energy
inferred← citeshttps://doi.org/10.55981/brin.562.c3openalex-snapshot
Challenges Facing Indonesia’s Energy Commitment
inferred← citeshttps://doi.org/10.55981/brin.562.c5openalex-snapshot
Solar Energy Potentials and Opportunity of Floating Solar PV in Indonesia
inferred← citeshttps://doi.org/10.55981/brin.562.c6openalex-snapshot
Hydropower Technology: Potential, Challenges, and the Future
inferred← citeshttps://doi.org/10.55981/brin.562.c7openalex-snapshot
Wind Power in Indonesia: Potential, Challenges, and Current Technology Overview
inferred← citeshttps://doi.org/10.70675/623c4231z16f3z4c9cza8eez6111375b3bfeopenalex-snapshot
Contribution à l'optimisation de l'architecture de parcs d'hydroliennes
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.