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Prospects of multivariable feedforward control of wind turbines using lidar
2016
2016 American Control Conference (ACC)
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Current advances in lidar-technology provide the possibility of including wind preview information in the control design. ...
Simulations with a full aeroelastic wind turbine model and a lidar simulator show improved rotor speed regulation and significant reduction of tower loads, while only slightly decreasing power. ...
ACKNOWLEDGMENTS The author would like to thank Paul Fleming and Na Wang from NREL, Lucy Pao from CU Boulder, Holger Fürst, Florian Haizmann, and Steffen Raach from the SWE control group for the helpful ...
doi:10.1109/acc.2016.7525112
dblp:conf/amcc/Schlipf16
fatcat:5pjhtoikanf5fcmf7zbyt5o4oe
Lidar-Assisted Feedforward Individual Pitch Control to Compensate Wind Shear and Yawed Inflow
2016
Journal of Physics, Conference Series
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The last two controllers use ideal lidar measurement chains. ...
Inflow-based flap control on a 10MW-scale wind turbine using a spinner anemometer Dimitris I. Manolas et al -This content was downloaded from IP address 207.241.231.83 on 26/07 Abstract. ...
Acknowledgment This work is carried out in the framework of the research project "Triple-I Blade Control" by Senvion GmbH in cooperation with Technische Universität Darmstadt and Stuttgart Wind Energy. ...
doi:10.1088/1742-6596/753/5/052014
fatcat:jxeeu3whqfhrva6woc64oyrvlu
Scientometric review of artificial intelligence for operations & maintenance of wind turbines: The past, present and future
2021
Renewable & Sustainable Energy Reviews
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2022 pre-print arXiv:2204.02360v1 fatcat:7vxfatmogfh2rbutiqolainsiy
However, wind turbines regularly suffer from operational inconsistencies, leading to significant costs and challenges in operations and maintenance (O&M). ...
Wind energy has emerged as a highly promising source of renewable energy in recent times. ...
[107, 108] trained RL algorithms for intelligent control of a multi-input-multi-output (MIMO)-based controller in the turbine system. ...
doi:10.1016/j.rser.2021.111051
fatcat:wkahjceeijdadfdeg6lola2u4i
Future emerging technologies in the wind power sector: A European perspective
2019
Renewable & Sustainable Energy Reviews
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A B S T R A C T This paper represents an expert view from Europe of future emerging technologies within the wind energy sector considering their potential, challenges, applications and technology readiness ...
systems, multi-rotor turbines, alternative support structures, modular high voltage direct current generators, innovative blade manufacturing techniques, diffuser-augmented turbines and small turbine technologies ...
Individual Pitch Control (IPC) is a multivariable control which uses feedback and feedforward based on estimated wind speed which can control power production and alleviate loads experienced by wind turbines ...
doi:10.1016/j.rser.2019.109270
fatcat:ojrkq7clnnfblduf3n7p4pez6u
A survey on control methods for the mitigation of tower loads
2013
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This report gives an overview of the prospects of a wind turbine's control system to mitigate loads on the support structure. ...
The survey has been compiled for Deliverable 4.1.1. of the project INN-WIND.EU, founded by the European Commission (FP7-ENERGY.2012.2.3.1). Content 1 Technologies used in industry . ...
The feedforward algorithm uses the estimated future wind speed to compensate for varying wind conditions in good time. ...
doi:10.24406/publica-fhg-296582
fatcat:phk66t5hfrchnauy5jfemvs72m
Nonlinear model predictive control of floating wind turbines
[article]
2013
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Although more detailed testing is necessary, this preliminary results show the advantages of nonlinear model predictive control for floating wind turbines. ...
In this work a nonlinear model predictive control method for a floating wind turbine is presented. ...
ACKNOWLEDGEMENTS The presented work was funded by the Commission of the European Communities within the scope of the Collaborative Project "Innwind -Innovative Wind Conversion Systems (10-20MW) for Offshore ...
doi:10.18419/opus-3908
fatcat:fl25bfkmbjhbtgnw3s3r7csemq
Applications of Machine Learning to Wind Engineering
2022
Frontiers in Built Environment
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Moreover, critical challenges and prospects of ML applications in wind engineering are identified to facilitate future research efforts. ...
This contribution examines the state of research and practice of ML for its applications to wind engineering. ...
model for training feedforward neural networks (Rumelhart et al., 1986) . ...
doi:10.3389/fbuil.2022.811460
fatcat:4wch33eqgvgx3cbw3agonxfkeq
2021 Index IEEE Transactions on Industrial Informatics Vol. 17
2021
IEEE Transactions on Industrial Informatics
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The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination. ...
., +, TII Dec. 2021 8102-8111 Improved Remaining Useful Life Estimation of Wind Turbine Drivetrain Bearings Under Varying Operating Conditions. ...
., +, TII Sept. 2021 6438-6447 Improved Remaining Useful Life Estimation of Wind Turbine Drivetrain Bearings Under Varying Operating Conditions. ...
doi:10.1109/tii.2021.3138206
fatcat:ulsazxgmpfdmlivigjqgyl7zre
International Conference on Power, Control, and Sustainable Energy Systems
[chapter]
2023
International Conference on Power, Control, and Sustainable Energy Systems
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Objective of the conference is to provide the platform to bridge the gap between industry and academia in the domain of Power Systems, Control Systems, Power Electronics, Renewable Energy and other interdisciplinary ...
Contents presented are also chosen according to the needs of industrya right mix of modern and conventional concepts. ...
The Buck converter gives 110 volts output for the range of input from 200 volts to 600 volts with PI controller, but with increase in input voltage the performance i.e. the quality of the output reduces ...
doi:10.13052/rp-9788770229630
fatcat:scaonzjqdnfn3f3tysp36venwi
2019 Index IEEE Transactions on Instrumentation and Measurement Vol. 68
2019
IEEE Transactions on Instrumentation and Measurement
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Wang, H., +, TIM Oct. 2019 3536-3547
Fault Detection for Rolling-Element Bearings Using Multivariate Statistical
Process Control Methods. ...
Yang, B.,
+, TIM Dec. 2019 4736-4745
Fault Detection for Rolling-Element Bearings Using Multivariate Statistical
Process Control Methods. ...
Image scanners Nonlinear Reconstruction of Multilayer Media in Scanning Microwave Microscopy. Wei, Z., +, TIM Jan. 2019 197-205 ...
doi:10.1109/tim.2019.2956662
fatcat:kotlu7gwcngrdkelerc5va2hqe
2021 Index IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol. 14
2021
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination. ...
Jing, H., +, JSTARS 2021 6608-6623 First Dataset of Wind Turbine Data Created at National Level With Deep Learning Techniques From Aerial Orthophotographs With a Spatial Res-olution of 0.5 M/Pixel. ...
., +, JSTARS 2021 1497-1508 Geophysical prospecting Content Controlled Spectral Indices for Detection of Hydrothermal Alteration Minerals Based on Machine Learning and Lasso-Logistic Regression Analysis ...
doi:10.1109/jstars.2022.3143012
fatcat:dnetkulbyvdyne7zxlblmek2qy
Low-order modeling, controller design and optimization of floating offshore wind turbines
[article]
2019
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This provides the basis for an integrated design study to take floating wind turbines to the next stage of development. ...
Ongoing demonstration projects prove the technical feasibility of offshore wind turbines on floating foundations, moored by anchor lines. ...
Feedforward control is benecial when information of the incoming disturbance is known, such as wind and waves for wind turbines, see [162] . ...
doi:10.18419/opus-10526
fatcat:ki5osv2l3fg6nciqkqrzmzfnze
Technical Programme 19th Int. Conf. Laser Optics (ICLO 2020)
[article]
2020
Zenodo
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water and food safety monitoring • Ground, air, and spaceborne LIDARs for vegetation, greenhouse gasses, wind measurements • Vehicle, aircraft, and spacecraft safety, including guide-star systems • Solar ...
Wavefront correction • Adaptive optics • Phase conjugation • Dynamic holography • Laser cavities • Stabilization and control of laser beam direction • Laser imaging • Coherent and non-coherent summation ...
The results demonstrate that synthetic strategy could be used to design versatile nanoagents for diagnostics and in vivo imaging. ...
doi:10.5281/zenodo.10694701
fatcat:z33ekbdcm5elrdkue7qj34qfua
Conference Digest
2020
2020 IEEE Aerospace Conference
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of measuring Martian air temperature, wind speed, atmospheric pressure, and local magnetic fields. ...
The Auxiliary Payload Sensor Suite (APSS), a collection of environmental sensors carried by the Interior exploration using Seismic Investigations, Geodesy, and Heat Transport (InSight) lander, is capable ...
The quadcopter mimics the dynamics of SphereX and also carries a 3D LiDAR for mapping and navigation. 3D point cloud data collected by the LiDAR is used for performing SLAM and path planning in unknown ...
doi:10.1109/aero47225.2020.9172613
fatcat:ioqf5ijrx5gvffu3ls34aa2nsq
CCC 2020 Contents
2020
2020 39th Chinese Control Conference (CCC)
unpublished
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YU Xiaotong, WANG Zuoxun, WANG Guijuan 1762 LPV Control of a DFIG-based Small Vertical Axis Wind Turbine: A Comparison with H-Infinity and PID Control . . . . . . . . . . . . . . . . . ...
ZHEN Zhou, FU Lei, XIAO Jinzhuang 3604 Optimization of Reference Input of Maximum Power Point Tracking Control for Wind Turbine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ...
doi:10.23919/ccc50068.2020.9188973
fatcat:7t2dwrbc3zdcjnyijypuga7yhe
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