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New Hybrid Neuro-Evolutionary Algorithms for Renewable Energy and Facilities Management Problems [article]

L. Cornejo-Bueno
2018 arXiv   pre-print
Within this work, a study of the state-of-the-art Machine Learning have been performed to solve the problems associated with the topics above-mentioned, and several contributions have been proposed: One  ...  electric power produced by a wind farm, the prediction of global solar radiation in areas from Spain and Australia, really important in terms of solar energy, and the prediction of low-visibility events  ...  Extreme Learning Machine An ELM [Huang2015, Huang2006] is a novel and fast learning method based on the structure of MLPs, similar to the one shown in Figure 1. 2.  ... 
arXiv:1806.02654v1 fatcat:jf3ae2n645cv3dbnulyd45ky5y

Defense Advanced Research Projects Agency (Darpa) Fiscal Year 2019 Budget Estimates

Department Of Defense Comptroller's Office
2018 Zenodo  
continuousanalysis and treatment of warfighters, this project seeks to explore diagnostic andtherapeutic approaches, including the use of bacterial predators as therapeuticsagainst infections caused by  ...  long-term national security enhancement through the discovery of new phenomena and the exploration of the potential of such phenomena for defense applications.  ...  As a result, autonomous systems enabled by machine learning (e.g., deep neural nets for perception, reinforcement learning for control policies, and online model learning) lack rigorous safety assurance  ... 
doi:10.5281/zenodo.1215599 fatcat:kxduvg6a5nflhf6iilkwnolobu

Acoustic GIS‐based monitoring of Atlantic cod ecosystems in coastal Newfoundland

George A. Rose
2008 Journal of the Acoustical Society of America  
For nearly 50 years the subject of aerodynamic sound was dominated by approaches based upon this analogy or variants of it.  ...  International technical standard for field measurements of DL2 integrates new descriptive models for open plan office acoustics, taking into account geometric proportions, presence of screens and furniture  ...  To support the wind turbines, monopiles ͑54 metres long steel pipes with a diameter of 4 metres͒ are hammered into the seabed using a pile-driver.  ... 
doi:10.1121/1.2932540 fatcat:v6w3j7upx5duhkunch6oai5jve

The structural acoustic properties of stiffened shells

Yu Luan
2008 Journal of the Acoustical Society of America  
For nearly 50 years the subject of aerodynamic sound was dominated by approaches based upon this analogy or variants of it.  ...  International technical standard for field measurements of DL2 integrates new descriptive models for open plan office acoustics, taking into account geometric proportions, presence of screens and furniture  ...  To support the wind turbines, monopiles ͑54 metres long steel pipes with a diameter of 4 metres͒ are hammered into the seabed using a pile-driver.  ... 
doi:10.1121/1.2932806 fatcat:zohbewf2k5h7fly2hoqzfdk42e

Trends in preference, programming and design of concert halls for symphonic music

Anders C. Gade
2008 Journal of the Acoustical Society of America  
To support the wind turbines, monopiles ͑54 metres long steel pipes with a diameter of 4 metres͒ are hammered into the seabed using a pile-driver.  ...  Recently, as a part of research projects for the National Renewable Energy Laboratory ͑NREL͒ and Sandia National Laboratories, several fullscale, wind-turbine airfoils were tested at various speeds ͑high  ...  A method by which this can be achieved is described.  ... 
doi:10.1121/1.2932471 fatcat:hhka5ml2fvcszklkzau2lw3gka