03989nam 2201069z- 450 991055730870332120231214133506.0(CKB)5400000000042769(oapen)https://directory.doabooks.org/handle/20.500.12854/76378(EXLCZ)99540000000004276920202201d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierMathematical Modelling of Energy Systems and Fluid MachineryBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 electronic 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 issuesbicssccentrifugal pumpdouble hidden layerLevenberg–Marquardt algorithmperformance predictionthermal energy storagestratificationdynamic simulationheatingdouble-channel sewage pumpcritical wall roughnessnumerical calculationexternal characteristicsaxial-flow pumpimpellerapproximation modeloptimization designmulti-disciplinaryblade slotorthogonal testnumerical simulationFrancis turbineanti-cavity finsdraft tubevortex ropelow flow ratesinternal flow characteristicsunsteady pressureenergy recoveryturboexpanderthrottling valvesCFDmodelling techniquesKaplan turbinedraft tube optimizationCFD analysisDOEresponse surfacesingle-channel pumpCFD-DEM coupling methodparticle features and behaviorssolid-liquid two-phase flowscomputational fluid dynamics (CFD)artificial neural network (ANN)subcooled boiling flowsuncertainty quantification (UQ)Monte Carlo dropoutdeep ensembledeep neural network (DNN)intake structuresphysical hydraulic modelfree surface flowfree surface vorticesvertical pumpdesign considerationsmagnetocaloric effectcoefficient of performancerefrigerationcapacitymathematical modellingenergy systemsTechnology: general issuesMorini Mirkoedt1311331Pinelli MicheleedtMorini MirkoothPinelli MicheleothBOOK9910557308703321Mathematical Modelling of Energy Systems and Fluid Machinery3030255UNINA