pSeven solutions
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storm Turbomachinery

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The design of competitive and efficient industrial equipment is a challenging problem. Design of competitive, efficient, safe and reliable turbomachines and rotating equipment on-time and on-budget is truly a great challenge. High-fidelity simulation and analysis software tools, e.g. computational fluid dynamics or computational structural dynamics became the essential ingredients to reduce design lead time and cost. The next step to further reduce time and cost while improving product technical specs is to use design space exploration software tools. Design space exploration encompasses a family of applications and methods that include design of experiments (DOE), multidisciplinary optimization (MDO), multi-objective (Pareto) optimization, stochastic (robustness and reliability) optimization, and the rich family of structural optimization methods – shape, size, topology, topometry, topography and more. Supported by capabilities for multi-tool integration and simulation process automation, design space exploration is rooted in the domain originally termed “process integration and design optimization,” or PIDO.

pSeven offers turbomachinery designers and simulation engineers a powerful environment to automate their design process by integrating their CAD and CAE tools and to perform design space exploration studies. They can easily integrate such widely used in the industry tools as:

  • ConceptNREC
  • AxSTREAM
  • CFTurbo
  • Ansys TurboGrid
  • Ansys CFX
  • Ansys Fluent
  • Ansys Mechanical
  • Ansys Workbench
  • Numeca AutoGrid
  • Numeca FINE™/TURBO
  • PumpLinx
  • Star-CCM+
  • FloEFD
  • LS_Dyna
  • proprietary 0D/1D/2D and even 3D in-house tools

In addition, design space exploration capabilities of pSeven allow increasing the efficiency of turbomachinery products with the possibility to optimize the geometry and thereby improve the characteristics of the components.

Types of problems that can be solved using pSeven

Below are some types of real-world monodisciplinary (CFD, mechanics, etc.) and multidisciplinary, e.g. coupled aero-thermo-mechanical, multi-objective design optimization problems that can be solved using pSeven to maximize the efficiency, minimize the mass or improve other characteristics of turbomachinery components.

gasdynamics

Gasdynamics

  • Aerodynamic blade shape optimization of Rotor compressor
  • Aerodynamic shape optimization of the last stage of steam turbine
  • Multidisciplinary Fan Optimization
  • Multistage aerodynamic gas path optimization
  • Robust optimization of coupled High and Low Pressure turbines
  • Oil pump volute optimization
Business

Mechanics

  • Optimal design of:
    • high pressure turbine disk
    • low pressure turbine disk
    • high pressure turbine disk taking into account non-stationary operating mode
    • interlocking connection
    • bolted joints (high pressures compressor rotor and low pressure turbine)
    • uncooled HPT blades taking into account the detuning from resonance modes
  • Optimization of compensation of shear forces to prevent axes misalignment between pump and electric motor

Application examples and results

pSeven enables an efficient and fast search for a compromise between the sometimes conflicting demands of high efficiency and respect of mechanical constraints. It helps engineers to get shorter design workflow, lower development costs and product performance upgrade in development of open, such as propellers, windmills and enshrouded fans, and closed rotating machines, like steam/water turbines and jet engines.

Some applications of pSeven in the previous turbomachinery projects include: steam turbines, fans and air compressors, marine propellers, wind turbines, pumps and more. The table below depicts featured application examples with the corresponding results.

Surrogate Modeling of a High-Pressure Compressor
  • The most important parameters influencing compressor pressure efficiency factor were defined automatically
  • Compressor parameters calculated at an early design stage thanks to a fast surrogate model
High pressure turbine (HPT) disc multi-objective optimization
  • Set of optimal solutions to minimize mass and maximize life of HPT disc obtained much faster and with less number of evaluations of objective functions compared to the classical genetic algorithms (like NSGA-II)
Low Pressure Steam Turbine Blade Shape Optimization
  • Efficiency of low-pressure cylinder’s last stage boosted by 1.8%
Steam turbine gas path optimization
  • Efficiency of High and Intermediate Pressure Cylinders increased by 2%-4% fulfilling all strict design requirements
  • Power increased by 3% - 6%
Optimization of Air Compressor
  • Efficiency increased from 94.6% to 95.3%
Automated Integration of SolidWorks and PumpLinx
  • The simulation was fully automated using pSeven workflow and direct SolidWorks integration block
  • Workflow can run in a batch mode
Optimization of the Marine Propeller Shape in a Uniform Flow
  • Propeller’s efficiency increased by 1.5%

Use cases

Collaborative construction of a digital prototype in pSeven Enterprise

pSeven Enterprise allowed to automate the simulation processes inside different departments and after that link the dependencies between those simulations in one master workflow to create a full-scale digital prototype of a jet engine.

Automated construction of compressor performance maps in pSeven Enterprise

Repetitive manual operations during compressor map cunstruction such as building geometry models, mesh generation, post-processing of the results and data exchange between different software were automated in pSeven Enterprise.

Recording of the presentation "Integrating simulation systems with pSeven to solve pumping outfit optimization problems"

Presentation by Sergey Sumarokov, General Director, CALS-center

Design and shape optimization of a wind turbine blade

Design and shape optimization of a wind turbine blade to increase turbine power

Automatic detuning of steam turbine rotor blades’ eigenfrequencies away from critical areas

Automated module for blades eigenfrequencies detuning and aDoE technique application to obtain a variety of blades geometries away from resonance areas within limited evaluations budget.

Optimization of the marine propeller shape in a uniform flow

Learn how to automate the marine propeller optimization process and improve propeller efficiency by 1.5% with pSeven.

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Publications

P7UC2024 - Automated construction of compressor performance maps

Victor Cantu, Application Engineer, pSeven SAS
pSeven User Conference 2024

P7UC2023 - Identification and calibration of heat exchange coefficient during thermal treatment

Khalil Traidi, Ingénieur R&T - Chef projet, Safran Tech; Nina Moëllo, Application Engineer, DATADVANCE SAS
pSeven User Conference 2023

P7UC2023 - Efficient optimization of material properties based on experimental data

Johannes Gerritzen, Dresden University of Technology; Nina Moëllo, Application Engineer, DATADVANCE SAS
pSeven User Conference 2023

P7UC2022 - Integration of automated engineering workflow with SPDM/SLM systems

Gaspard Berthelin, Application Engineer, DATADVANCE
pSeven User Conference 2022

DUC2019 - Design and shape optimization of a wind turbine blade

Lyubov Lavrishcheva, Ph.D, Head of Flypoint Parametrica, Project Manager at the Krylov State Research Centre
DATADVANCE User Conference 2019

Shape Optimization of Rotating Disks

Alexis Pospelov, Fedor Gubarev
20th Conference of the International Federation of Operational Research Societies, 2014

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