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Design, Analysis, and Learning Control of a Fully Actuated Micro Wind Turbine J. Zico Kolter, Zachary Jackowski, Russ Tedrake* Abstract— Wind power represents one of the most promising sources of renewable energy, and
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Document Date: 2012-07-05 18:41:38


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Company

Neural Information Processing Systems / Cambridge University Press / Neural Networks / Industrial Electronics / National Renewable Energy Laboratory / Intelligent Robotics Systems / Alternate Power Technologies Inc. / Algorithm 1 Trust / Artificial Intelligence Laboratory / /

Country

United States / /

Currency

USD / /

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Facility

Massaschusetts Institute of Technology / /

IndustryTerm

software system / energy demand / energy review / energy outlook / wind energy / wind-energy conversion applications / online learning method / recurrent multilayer networks / trust region policy search approach / least-squares solution / online policy optimization / statistical graident-follwoing algorithms / proposed trust region policy search method / energy sustainability / renewable energy / real and simulated systems / Online Parameter Optimization / policy search method / exhaustive search / policy search methods / turbine software architecture / trust region policy search method optimizing power / energy / electricity / policy search procedure / near-optimal energy extraction / electricity generation / reinforcement learning algorithms / simulation tool / basic software architecture / approximate solution / policy search / online learning algorithm / wind turbine energy capture ssing multi-variable extremum / industry standard tool / turbine energy capture ssing multi-variable extremum seeking control / improved energy capture / energy output / software architecture / power monitoring hardware / physical systems / online policy search method / integrating the policy search / /

Organization

Cambridge University / U.S. Department of Energy / National Science Foundation / U.S. Energy Information Administration / US Federal Reserve / Institute of Technology / American Society of Mechanical Engineers / /

Person

Zachary Jackowski / Ron Wiken / Morgan Quigley / R. J. Williams / Russ Tedrake / Paul Stearns / Jason Jonkman / Marshall Buhl / /

Position

Extractor / driver / feed-forward controller / onboard PD controller / PD controller / simple PD controller / independent pitch controller / forward controller / integral controller / /

ProgrammingLanguage

MATLAB / E / D / J / DC / /

PublishedMedium

Machine Learning / Journal of Machine Learning Research / /

Technology

REINFORCE algorithm / Machine Learning / TRPS algorithm / policy search Algorithm / reinforcement learning algorithms / online learning algorithm / statistical graident-follwoing algorithms / simulation / /

URL

http /

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