04004nam 2201081z- 450 991055730870332120220111(CKB)5400000000042769(oapen)https://directory.doabooks.org/handle/20.500.12854/76378(oapen)doab76378(EXLCZ)99540000000004276920202201d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierMathematical Modelling of Energy Systems and Fluid MachineryBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 online resource (256 p.)3-0365-0550-4 3-0365-0551-2 The ongoing digitalization of the energy sector, which will make a large amount of data available, should not be viewed as a passive ICT application for energy technology or a threat to thermodynamics and fluid dynamics, in the light of the competition triggered by data mining and machine learning techniques. These new technologies must be posed on solid bases for the representation of energy systems and fluid machinery. Therefore, mathematical modelling is still relevant and its importance cannot be underestimated. The aim of this Special Issue was to collect contributions about mathematical modelling of energy systems and fluid machinery in order to build and consolidate the base of this knowledge.Technology: general issuesbicsscanti-cavity finsapproximation modelartificial neural network (ANN)axial-flow pumpblade slotcapacitycentrifugal pumpCFDCFD analysisCFD-DEM coupling methodcoefficient of performancecomputational fluid dynamics (CFD)critical wall roughnessdeep ensembledeep neural network (DNN)design considerationsDOEdouble hidden layerdouble-channel sewage pumpdraft tubedraft tube optimizationdynamic simulationenergy recoveryenergy systemsexternal characteristicsFrancis turbinefree surface flowfree surface vorticesheatingimpellerintake structuresinternal flow characteristicsKaplan turbineLevenberg-Marquardt algorithmlow flow ratesmagnetocaloric effectmathematical modellingmodelling techniquesMonte Carlo dropoutmulti-disciplinarynumerical calculationnumerical simulationoptimization designorthogonal testparticle features and behaviorsperformance predictionphysical hydraulic modelrefrigerationresponse surfacesingle-channel pumpsolid-liquid two-phase flowsstratificationsubcooled boiling flowsthermal energy storagethrottling valvesturboexpanderuncertainty quantification (UQ)unsteady pressurevertical pumpvortex ropeTechnology: general issuesMorini Mirkoedt1311331Pinelli MicheleedtMorini MirkoothPinelli MicheleothBOOK9910557308703321Mathematical Modelling of Energy Systems and Fluid Machinery3030255UNINA