Daniel J Poole

2024

Graph-based Deep Reinforcement Learning for Wind Farm Set-Point Optimisation

Sheehan, H. M., Poole, D. J., de Menezes e Silva Filho, T., Bossanyi, E. A. & Landberg, L., 10 Jun 2024, The Science of Making Torque from Wind (TORQUE 2024) 29/05/2024 - 31/05/2024 Florence, Italy. 9 ed. Institute of Physics, Vol. 2767. 10 p. 092028. (Journal of Physics: Conference Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

2023

Deep Reinforcement Learning for Wind Farm Set-Point Optimisation

Sheehan, H. M., Poole, D. J., de Menezes e Silva Filho, T., Bossanyi, E. A. & Landberg, L., 2023.

Research output: Contribution to conference › Conference Abstract › peer-review

2022

An Initial Study of Multimodality in Wind Farm Layout Optimization Problems

Allen, B., Cameron, L., Wainwright, T. R. O. & Poole, D. J., 7 Jan 2022, AIAA SciTech Forum 2022. American Institute of Aeronautics and Astronautics Inc. (AIAA), AIAA 2022-1919

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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160 Downloads (Pure)

Efficient aeroelastic wing optimization through a compact aerofoil decomposition approach

Poole, D. J., Allen, C. B. & Rendall, T. C. S., 8 Feb 2022, (E-pub ahead of print) In: Structural and Multidisciplinary Optimization. 65, 3, 19 p., 81.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

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5 Citations (Scopus)

147 Downloads (Pure)

Generic Modal Design Variables for Efficient Aerodynamic Optimization

Kedward, L. J., Allen, C. B., Poole, D. J. & Rendall, T. C. S., 13 Nov 2022, (E-pub ahead of print) In: AIAA Journal.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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4 Citations (Scopus)

133 Downloads (Pure)

Predicting Linearised Wind Resource Grids using Neural Networks

Sheehan, H. M., Traiger, E., Poole, D. J. & Landberg, L., 1 Oct 2022, In: Journal of Wind Engineering and Industrial Aerodynamics. 229, 105123.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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4 Citations (Scopus)

57 Downloads (Pure)

Preliminary Investigation of Hessian Approximation with an Orthogonal Modal Parameterisation for Accelerated Shape Optimisation

Kedward, L. J., Allen, C. B., Rendall, T. C. S. & Poole, D. J., 20 Jun 2022, AIAA AVIATION 2022 Forum. American Institute of Aeronautics and Astronautics Inc. (AIAA), AIAA 2022-3439. (AIAA AVIATION 2022 Forum).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

2021

GPU-accelerated aerodynamic shape optimisation framework for large turbine blades

Wainwright, T. R. O., Poole, D. J. & Allen, C. B., 29 Dec 2021, AIAA SciTech Forum and Exposition 2022: AIAA 2022-1292 Session: Optimization of Blades and Rotors. American Institute of Aeronautics and Astronautics Inc. (AIAA)

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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1 Citation (Scopus)

125 Downloads (Pure)

GSA-SOM: a metaheuristic optimisation algorithm guided by machine learning and application to aerodynamic design

Gonzalez-Perez, A., Allen, C. B. & Poole, D. J., 28 Jul 2021, 2021 AIAA Aviation Forum and Exposition: Session: Aerodynamic Design I. American Institute of Aeronautics and Astronautics Inc. (AIAA)

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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1 Citation (Scopus)

214 Downloads (Pure)

High-Fidelity Aero-Structural Simulation of Occluded Wind Turbine Blades

Wainwright, T. R. O., Poole, D. J., Allen, C. B. & Appa, J., 4 Jan 2021, (E-pub ahead of print) 2021 AIAA SciTech Forum. American Institute of Aeronautics and Astronautics Inc. (AIAA)

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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281 Downloads (Pure)

Predicting Linearised Wind Resource Grids using Convolutional Neural Networks in Style Transfer and Encoder-Decoder Based Architectures

Sheehan, H. M., Traiger, E., Poole, D. J. & Landberg, L., 2021.

Research output: Contribution to conference › Conference Abstract › peer-review

Scalable GPU-based Aero-Structural Simulation of Wind Turbine Blades

Wainwright, T. R. O., Poole, D. J., Allen, C. B., Appa, J. & Darbyshire, O., 2021.

Research output: Contribution to conference › Conference Abstract › peer-review

2020

Efficient Modal Design Variables for Optimization of Aero-Elastic Wing

Poole, D. J., Allen, C. B. & Rendall, T., 5 Jan 2020, (E-pub ahead of print) AIAA SciTech Forum and Exposition 2020. American Institute of Aeronautics and Astronautics Inc. (AIAA), 18 p. AIAA 2020-0404

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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233 Downloads (Pure)

Objectives and Constraints for Transonic Wing Optimization

Poole, D. J., Allen, C. B. & Rendall, T., 5 Jan 2020, AIAA SciTech Forum and Exposition 2020. American Institute of Aeronautics and Astronautics Inc. (AIAA), 16 p. AIAA 2020-0042

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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1 Citation (Scopus)

278 Downloads (Pure)

On the feasibility of selective spatial correlation to accelerate convergence of PIV image analysis based on conﬁdence statistics

Edwards, M., Theunissen, R., Allen, C. B. & Poole, D. J., 1 Oct 2020, In: Experiments in Fluids. 61, 14 p., 222 (2020).

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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1 Citation (Scopus)

77 Downloads (Pure)

Towards Generic Modal Design Variables for Aerodynamic Shape Optimisation

Kedward, L. J., Allen, C. B., Rendall, T. & Poole, D. J., 5 Jan 2020, AIAA SciTech Forum and Exposition, January 2020, Orlando, FL. American Institute of Aeronautics and Astronautics Inc. (AIAA), 17 p. AIAA 2020-0543

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

9 Citations (Scopus)

2019

Constrained niching using differential evolution

Poole, D. J. & Allen, C. B., 1 Feb 2019, In: Swarm and Evolutionary Computation. 44, p. 74-100 27 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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17 Citations (Scopus)

248 Downloads (Pure)

Efficient Aero-Structural Wing Optimization Using Compact Aerofoil Decomposition

Poole, D., Allen, C. & Rendall, T., 6 Jan 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc. (AIAA), AIAA 2019-1701. (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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18 Citations (Scopus)

329 Downloads (Pure)

2018

An Example of a Pitfall in Aerodynamic Shape Optimization

Desterac, D., Carrier, G., Anderson, G., Nadarajah, S., Poole, D., Vassberg, J. & Zingg, D., Apr 2018, In: AIAA Journal. 56, 4, p. 1532-1540 9 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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20 Citations (Scopus)

288 Downloads (Pure)

Comparison of Point Design and Range-Based Objectives for Transonic Aerofoil Optimization

Poole, D., Allen, C. & Rendall, T., Aug 2018, In: AIAA Journal. 41 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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7 Citations (Scopus)

493 Downloads (Pure)

Global optimization of wing aerodynamic optimization case exhibiting multimodality

Poole, D., Allen, C. & Rendall, T., 15 Feb 2018, (E-pub ahead of print) In: Journal of Aircraft.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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18 Citations (Scopus)

682 Downloads (Pure)

Identifying Multiple Optima in Aerodynamic Design Spaces

Poole, D., Allen, C. & Rendall, T., 25 Jun 2018, 2018 Multidisciplinary Analysis and Optimization Conference. American Institute of Aeronautics and Astronautics Inc. (AIAA), 24 p. AIAA 2018-3422

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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2 Citations (Scopus)

473 Downloads (Pure)

Wing aerodynamic optimization using efficient mathematically-extracted modal design variables

Allen, C. B., Poole, D. J. & Rendall, T. C. S., 1 Jun 2018, In: Optimization and Engineering. 19, 2, p. 453-477 25 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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28 Citations (Scopus)

403 Downloads (Pure)

2017

Adaptive Surrogate-Based Optimization of Vortex Generators for a Tiltrotor Geometry

Bevan, R., Poole, D., Allen, C. & Rendall, T., May 2017, In: Journal of Aircraft. 54, 3, p. 1011-1024 14 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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15 Citations (Scopus)

757 Downloads (Pure)

A geometric comparison of aerofoil shape parameterisation methods

Masters, D., Taylor, N., Rendall, T., Allen, C. & Poole, D., 30 Jan 2017, (E-pub ahead of print) In: AIAA Journal. 15 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

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140 Citations (Scopus)

3015 Downloads (Pure)

A volumetric geometry and topology parameterisation for fluids-based optimisation

Hall, J., Rendall, T. C. S., Allen, C. B. & Poole, D. J., 22 Apr 2017, In: Computers and Fluids. 148, p. 137-156 21 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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5 Citations (Scopus)

367 Downloads (Pure)

Global Optimization of Multimodal Aerodynamic Optimization Benchmark Case

Poole, D., Allen, C. & Rendall, T., 9 Jun 2017, 35th AIAA Applied Aerodynamics Conference. American Institute of Aeronautics and Astronautics Inc. (AIAA), 18 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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6 Citations (Scopus)

427 Downloads (Pure)

High-fidelity aerodynamic shape optimization using efficient orthogonal modal design variables with a constrained global optimizer

Poole, D., Allen, C. & Rendall, T., 17 Jan 2017, In: Computers and Fluids. 143, p. 1-15 15 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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41 Citations (Scopus)

483 Downloads (Pure)

Influence of shape parameterisation on a benchmark aerodynamic optimisation problem

Masters, D., Poole, D., Taylor, N., Rendall, T. & Allen, C., 21 Jun 2017, (E-pub ahead of print) In: Journal of Aircraft. 15 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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412 Downloads (Pure)

Objective Function and Constraints for Robust Transonic Aerofoil Optimization

Poole, D., Allen, C. & Rendall, T., 9 Jan 2017, 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Dallas, TX. American Institute of Aeronautics and Astronautics Inc. (AIAA), 20 p. AIAA 2017-0360

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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3 Citations (Scopus)

836 Downloads (Pure)

2016

A Generic Framework for Handling Constraints with Agent-Based Optimization Algorithms and Application to Aerodynamic Design

Poole, D., Allen, C. & Rendall, T. C. S., 24 Nov 2016, (E-pub ahead of print) In: Optimization and Engineering. 33 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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10 Citations (Scopus)

329 Downloads (Pure)

A Geometric Comparison of Aerofoil Shape Parameterisation Methods

Masters, D. A., Taylor, N. J., Rendall, T. C. S., Allen, C. B. & Poole, D. J., 4 Jan 2016, 54th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc. (AIAA), 35 p. AIAA 2016-0558

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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20 Citations (Scopus)

783 Downloads (Pure)

An Aerodynamic Model for Vane-Type Vortex Generators

Poole, D., Bevan, R., Allen, C. & Rendall, T., 13 Jun 2016, 8th AIAA Flow Control Conference (AVIATION2016). American Institute of Aeronautics and Astronautics Inc. (AIAA), 18 p. AIAA 2016-4085

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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4 Citations (Scopus)

538 Downloads (Pure)

Efficient Modal Design Variables Applied to Aerodynamic Optimization of a Modern Transport Wing

Allen, C., Poole, D. & Rendall, T., 17 Jun 2016, 17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. American Institute of Aeronautics and Astronautics Inc. (AIAA), 15 p. AIAA 2016-3215

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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6 Citations (Scopus)

440 Downloads (Pure)

Impact of Shape Parameterisation on Aerodynamic Optimisation of Benchmark Problem

Masters, D. A., Poole, D., Taylor, N., Rendall, T. & Allen, C., 4 Jan 2016, 54th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc. (AIAA), 21 p. AIAA2016-1544

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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34 Citations (Scopus)

541 Downloads (Pure)

Optimization of Vane-Type Vortex Generators for Tiltrotor Wings using Computational Fluid Dynamics

Bevan, R., Poole, D., Allen, C. & Rendall, T., 4 Jan 2016, 54th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc. (AIAA), 19 p. AIAA 2016-1304

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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6 Citations (Scopus)

495 Downloads (Pure)

2015

Control Point-Based Aerodynamic Shape Optimization Applied to AIAA ADODG Test Cases

Poole, D. J., Allen, C. B. & Rendall, T., Jan 2015, AIAA paper AIAA2015-1947, Proceedings 53rd AIAA Aerospace Sciences Meeting, Kissimmee, Florida..

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

48 Citations (Scopus)

Free-form aerodynamic wing optimization using mathematically-derived design variables

Poole, D., Allen, C. & Rendall, T., 2015, 16th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. American Institute of Aeronautics and Astronautics Inc. (AIAA)

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

2 Citations (Scopus)

Gradient-Based Single and Multi-points Aerodynamic Optimizations with the elsA Software

Meheut, M., Desterac, D., Carrier, G., Anderson, G., Nadarajah, S., Poole, D. J., Vassberg, J. & Zingg, D., Jan 2015, AIAA paper AIAA2015-0263, Proceedings 53rd AIAA Aerospace Sciences Meeting, Kissimmee, Florida.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

27 Citations (Scopus)

Metric-based mathematical derivation of efficient airfoil design variables

Poole, D. J., Allen, C. B. & Rendall, T. C. S., 2015, In: AIAA Journal. 53, 5, p. 1349-1361 13 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

104 Citations (Scopus)

Optimal Domain Element Shapes for Free-Form Aerodynamic Shape Control

Poole, D. J., Allen, C. B. & Rendall, T., Jan 2015, AIAA paper AIAA2015-0762, Proceedings 53rd AIAA Aerospace Sciences Meeting, Kissimmee, Florida..

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

9 Citations (Scopus)

Review of Aerofoil Parameterisation Methods for Aerodynamic Shape Optimisation

Masters, D., Taylor, N., Rendall, T., Allen, C. B. & Poole, D. J., Jan 2015, AIAA paper 2015-0761, Proceedings AIAA Science and Technology Forum, Kissemee, Florida.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

55 Citations (Scopus)

Simulation and surrogate-based design of rectangular vortex generators for tiltrotor aircraft wings

Bevan, R., Poole, D., Allen, C. & Rendall, T., 22 Jun 2015, 33rd AIAA Applied Aerodynamics Conference. American Institute of Aeronautics and Astronautics Inc. (AIAA), 18 p. AIAA 2015-2725

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

4 Citations (Scopus)

Volumetric Shape Parameterisation for Combined Aerodynamic Geometry and Topology Optimisation

Hall, J., Poole, D., Rendall, T. & Allen, C., 2015, AIAA paper AIAA2015-3354, Proceedings 16th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

10 Citations (Scopus)

2014

A Constrained Global Optimization Framework

Poole, D. J., Allen, C. B. & Rendall, T., Jun 2014, AIAA paper AIAA2014-2034, Proceedings 14th AIAA Aviation Technology, Integration, and Operations Conference, Atlanta, Georgia..

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Aerofoil Inviscid Drag Minimization by Constrained Global Optimization

Poole, D. J., Allen, C. B. & Rendall, T., Jul 2014, 5th. European Conference on Computational Mechanics (ECCM V), Barcelona, Spain.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

1 Citation (Scopus)

Analysis of Constraint Handling Methods for the Gravitational Search Algorithm

Poole, D. J., Allen, C. B. & Rendall, T., Jul 2014, 2014 IEEE Congress on Evolutionary Computation (CEC), Beijing, China.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

9 Citations (Scopus)

3 Citations (Scopus)

Dr Daniel J Poole

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