Predicting Archimedes Screw Generator Power Output Using Artificial Neural Networks

作者: Andrew Kozyn , Kathleen Songin , Bahram Gharabaghi , William David Lubitz , None

DOI: 10.1061/(ASCE)HY.1943-7900.0001433

关键词: Power outputPower modelComputer scienceControl theoryLaboratory scaleGenerator (circuit theory)Artificial neural networkArchimedes' screwElectricity generationScalingMechanical engineeringCivil and Structural EngineeringWater Science and Technology

摘要: AbstractPrevious hydraulic studies of Archimedes screw power generators (ASGs) have been mostly at laboratory scale. The validity scaling up models based on these for application in fiel...

参考文章(23)
Andrew Kozyn, William David Lubitz, None, A power loss model for Archimedes screw generators Renewable Energy. ,vol. 108, pp. 260- 273 ,(2017) , 10.1016/J.RENENE.2017.02.062
A.M.A. Sattar, B. Gharabaghi, F. Sabouri, A.M. Thompson, Urban stormwater thermal gene expression models for protection of sensitive receiving streams Hydrological Processes. ,vol. 31, pp. 2330- 2348 ,(2017) , 10.1002/HYP.11170
Maya Atieh, Bahram Gharabaghi, Ramesh Rudra, Entropy-based neural networks model for flow duration curves at ungauged sites Journal of Hydrology. ,vol. 529, pp. 1007- 1020 ,(2015) , 10.1016/J.JHYDROL.2015.08.068
Erinofiardi Erinofiardi, Muhammad Syaiful, Adhy Prayitno, ELECTRIC POWER GENERATION FROM LOW HEAD SIMPLE TURBINE FOR REMOTE AREA POWER SUPPLY Jurnal Teknologi. ,vol. 74, ,(2015) , 10.11113/JT.V74.4636
Teun Koetsier, Hendrik Blauwendraat, The Archimedean Screw-Pump: A Note on Its Invention and the Development of the Theory International Symposium on History of Machines and Mechanisms. pp. 181- 194 ,(2004) , 10.1007/1-4020-2204-2_15
William David Lubitz, Murray Lyons, Scott Simmons, None, Performance Model of Archimedes Screw Hydro Turbines with Variable Fill Level Journal of Hydraulic Engineering. ,vol. 140, pp. 04014050- 04014050 ,(2014) , 10.1061/(ASCE)HY.1943-7900.0000922
Ahmed M.A. Sattar, Bahram Gharabaghi, Gene expression models for prediction of longitudinal dispersion coefficient in streams Journal of Hydrology. ,vol. 524, pp. 587- 596 ,(2015) , 10.1016/J.JHYDROL.2015.03.016
F. Sabouri, B. Gharabaghi, A.A. Mahboubi, E.A. McBean, Impervious surfaces and sewer pipe effects on stormwater runoff temperature Journal of Hydrology. ,vol. 502, pp. 10- 17 ,(2013) , 10.1016/J.JHYDROL.2013.08.016
William R. Trenouth, Bahram Gharabaghi, Event-based soil loss models for construction sites Journal of Hydrology. ,vol. 524, pp. 780- 788 ,(2015) , 10.1016/J.JHYDROL.2015.03.010
Murray Lyons, William David Lubitz, None, ARCHIMEDES SCREWS FOR MICROHYDRO POWER GENERATION international conference on fuel cell science engineering and technology fuelcell collocated with asme international conference on energy sustainability. ,(2013) , 10.1115/ES2013-18067