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Technical Paper

Design Optimization of Centrifugal Pump Using CFD Simulations, Metamodeling and Bayesian Inference

2022-03-29
2022-01-0787
Computational expenses aside, simulating and optimizing pumps operating at pressures near the liquid’s saturation pressure needs complete modeling of cavitation physics. This becomes critical in high-temperature applications since the saturation pressure increases with temperature and the pumps become more prone to cavitation. In the present work, the performance of a centrifugal pump was improved by delaying the sudden onset of cavitation at higher flow rates through constrained optimization of impeller geometry. The optimized designs generated over 25% higher head at the operating point and performed better than the baseline design across the range of operation. Constraints were dictated by geometric/ packaging limitations in order to ensure that the optimized impeller can be retrofitted into an existing fluid-power system. A Gaussian Process Regressor (GPR) based metamodel was constructed utilizing a database of designs generated through Latin Hypercube Sampling (LHS).
Journal Article

Conjugate Heat Transfer CFD Analysis of an Oil Cooled Automotive Electrical Motor

2020-04-14
2020-01-0168
This study brings to forefront the analysis capability of CFD for the oil-cooling of an Electric-Motor (E-Motor) powering an automobile. With the rapid increase in electrically powered vehicle, there is an increasing need in the CFD modeling community to perform virtual simulations of the E-Motors to determine the viability of the designs and their performance capabilities. The thermal predictions are extremely vital as they have tremendous impact on the design, spacing and sizes of these motors. In this paper, with the Simerics, Inc. software, Simerics-MP+®, a complete three dimensional CFD with conjugate heat transfer CHT model of an Electric Motor, including all the important parts like the windings, rotor and stator laminate, endrings etc. is created. The multiphase Volume of Fluid (VOF) approach is used to model the oil flow inside this motor.
Technical Paper

Development of a Simulation Tool for High Capacity Metal Foam Heat Exchanger with Phase Change Material

2018-04-03
2018-01-0783
Metal foam with their high porosity and heat storage capacity can be combined with phase change materials to be a powerful heat storage device. Numerical simulations of metal foam behavior can be challenging due to their complex geometric patterns necessitating high mesh requirements. Furthermore, simulations of the inner workings of a metal foam heat exchanger comprising of a large number of individual metal foam canisters can be impossible. The objective of the current work is to develop a computational model using a proprietary CFD tool Simerics-MP/Simerics-MP+® to simulate the workings of a metal foam heat exchanger with phase change element. A heat transfer coefficient capturing this heat transfer between wax and metal is used to formulate the “simplified” mixture model. The versatility of the proposed model is in the universality of its application to any shape or structure of metal foam. The computational model developed is tested to replicate the results of the 3D simulation.
Technical Paper

Drag and Cooling Characteristics of Circular Pin-Fin Groove Pattern of a Multi-plate Clutch Pack Using CFD

2018-04-03
2018-01-0387
A numerical analysis of drag torque and cooling characteristics of a Multi-plate clutch pack with a circular pin fin shaped groove pattern is presented in this article. Simulations were performed using Simerics MP® platform to investigate the drag torque and heat transfer under various operating conditions. The performance characteristics of the circular pattern were later compared with various designs from the literature. Some of the groove pattern designs considered have been commonly used in transmission systems and some are from the patent literature. This study compares each design and later proposes the most efficient, that has the least drag and highest heat transfer characteristics.
Journal Article

Modeling of Phase Change within a Wax Element Thermostat Embedded in an Automotive Cooling System

2017-03-28
2017-01-0131
In an automotive cooling circuit, the wax melting process determines the net and time history of the energy transfer between the engine and its environment. A numerical process that gives insight into the mixing process outside the wax chamber, the wax melting process inside the wax chamber, and the effect on the poppet valve displacement will be advantageous to both the engine and automotive system design. A fully three dimensional, transient, system level simulation of an inlet controlled thermostat inside an automotive cooling circuit is undertaken in this paper. A proprietary CFD algorithm, Simerics-Sys®/PumpLinx®, is used to solve this complex problem. A two-phase model is developed in PumpLinx® to simulate the wax melting process. The hysteresis effect of the wax melting process is also considered in the simulation.
Journal Article

A CFD study of an Electronic Hydraulic Power Steering Helical External Gear Pump: Model Development, Validation and Application

2016-04-05
2016-01-1376
External gear pumps are positive displacement devices which perform with excellent efficiencies over a wide load and speed range. This wide range of performance is primarily due to micron-level leakage gaps in such machines which prevent large leakages at increasing loads. The present paper details a novel approach implemented in the commercial CFD tool PumpLinx that can capture the details of the micron level gaps, and model such machines accurately. The steps in creation of the model from original CAD geometry are described. In particular, the CFD mesh is created using a specialized template structured meshing method within PumpLinx especially created for external gear pumps and motors. This makes process of mesh creation and flow solution through complicated geometries of a gear pump efficient and streamlined.
Journal Article

Dynamic Three-Dimensional CFD Simulation of Closed Circuit Torque Converter Systems

2016-04-05
2016-01-1345
This paper details the capability of PumpLinx® and Simerics® in simulating both Steady-State (Multiple Reference Frame) and transient, three dimensional torque converter performance and predicting the coupling point in a closed torque converter system in automatic transmission. The focuses of the simulation are in predicting the performance characteristics of the torque converters at different turbine to impeller rotating speeds (speed ratios) for 7 different torque converter designs and determine the coupling point at 70°C temperature. The computational domain includes the complex 3D design of all the impeller, turbine and reactor blades, the path ways that the oil travels between the above three components and the leakage gaps between these components. The physics captured in the simulation include the turbulence in the flow field and the rigorous treatment of the Fluid Structure Interaction (FSI) for the one-way free wheel reactor in predicting coupling point.
Technical Paper

Numerical Modeling of Vane Oil Pump with Variable Displacement

2012-04-16
2012-01-0637
The oil flow rate in an automotive vane pump varies by virtue of the eccentricity between the inner rotor and the chamber wall. The movement of the chamber wall is facilitated by a ring-spring assembly which is pivoted and moves depending on the balance of system oil pressure and the pre-tensioned spring. In this paper, the ODE of kinetics of the solid piece spring motion is dynamically coupled with CFD simulation of oil flow in a vane pump. A re-meshing step is taken at every time step based on the update of the fluid domain which is determined from the ring position. The algorithm is implemented in the general purpose CFD code PumpLinx and applied to an automotive vane oil pump. The simulation results of pump performance curve are compared with the measurement data, together with the ring positions comparison. A very good agreement is observed between the simulation results and measurement data.
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