CFD-Based Steady-State Flow Force Compensation in Direct Drive Servo Valves
Abstract
1. Introduction
2. Flow-Induced Spool Forces in Direct-Drive Servo Valves
2.1. Steady-State Flow Force
2.2. Transient Flow Force
3. Object of Analysis and Numerical Simulation
3.1. Overview of the Simulated Object
3.2. Development of the Computational Model
- Continuity:
- Momentum:
- Stress tensor:where is the control volume as a function of time, —static pressure, —fluid velocity, —mesh velocity, —surface control volume, f—body force, —dynamic viscosity, —turbulent dynamic viscosity, —Kronecker delta (=1 for i = j, =0 for i ≠ j).
3.3. Description of the Spool Design Variants and Their Associated Flow Force Compensation Techniques
4. Results and Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| DDSV | Direct Drive Servo Valve |
| DDV | Direct Drive Valve |
| EHSV | Electro Hydraulic Servo Valve |
| NG | Nenngrösse (Nominal Size) |
| CFD | Computational Fluid Dynamics |
| CAD | Computer Aided Design |
| RNG | Renormalization Group |
| Axial steady-state flow force | |
| Q | Volumetric flow |
| Entry angles | |
| Fluid flow velocities | |
| Pressure drop | |
| Outlet coefficient | |
| Opening cross section | |
| Fluid flow cross-section | |
| k | Turbulent kinetic energy |
| Turbulent energy dissipation rate | |
| Fluid density | |
| Kinematic viscosity | |
| Control volume | |
| Surface of control volume | |
| Fluid velocity | |
| Velocity of the control surface | |
| n | Outward unit of normal vector |
| Turbulence kinetic energy Prandtl number | |
| Turbulence generation term | |
| Turbulent viscosity | |
| Turbulence dissipation rate Prandtl number | |
| Coefficients in approximated turbulent transport equations |
References
- Electro-Hydraulic-Valves. A Technical Look. Available online: https://www.moog.com/content/dam/moog/literature/ICD/Moog-ServoValves-Techn_Look-Overview-en.pdf (accessed on 3 February 2026).
- Plummer, A. Electrohydraulic servovalves—Past, present and future. In Proceedings of the 10th International Fluid Power Conference, IFK2016, Dresden, Germany, 8–10 March 2016. [Google Scholar]
- Mi, J.; Yu, J.; Huang, G. Direct-Drive Electro-Hydraulic Servo Valve Performance Characteristics Prediction Based on Big Data and Neural Networks. Sensors 2023, 23, 7211. [Google Scholar] [CrossRef]
- Mi, J.; Huang, G. Dynamic Prediction of Performance Degradation Characteristics of Direct-Drive Electro-Hydraulic Servo Valves. Appl. Sci. 2023, 13, 7231. [Google Scholar] [CrossRef]
- Zhang, Y.; Wang, S.; Shi, J.; Wang, X. Evaluation of thermal effects on temperature-sensitive operating force of flow servo valve for fuel metering unit. Chin. J. Aeronaut. 2019, 33, 1812–1823. [Google Scholar] [CrossRef]
- Servo-Proportional Valves. Direct Operated with Integrated Electronics. Available online: https://test.nordfluid.it/wp-content/uploads/2021/05/Catalog_ServoPropValvesD936_print.pdf (accessed on 3 February 2026).
- Direct Drive Servo Valves with Integrated Electronics for Analog Signals. Available online: https://www.moog.com/content/dam/moog/literature/products/servovalves/industrial/flow-control/analog/Moog-ServoValves-%20D633-D634-Catalog-en.pdf (accessed on 3 February 2026).
- Huang, G.; Mi, J.; Yang, C.; Yu, J. CFD-Based Physical Failure Modeling of Direct-Drive Electro-Hydraulic Servo Valve Spool and Sleeve. Sensors 2022, 22, 7559. [Google Scholar] [CrossRef]
- Liu, G.; He, Z.; Bai, G.; Zheng, J.; Zhou, J.; Chang, M. Modeling and Experimental Study of Double-Row Bow-Type Micro-Displacement Amplifier for Direct-Drive Servo Valves. Micromachines 2020, 11, 312. [Google Scholar] [CrossRef]
- Zhang, C. PD Plus Dynamic Pressure Feedback Control for a Direct Drive Stewart Manipulator. Energies 2020, 13, 1125. [Google Scholar] [CrossRef]
- Beackon, T.E. Hydrodynamic Forces on Hydraulic Piston Valves. Engineering 1957, 184, 629–633. [Google Scholar]
- Type 30 Nozzle-Flapper Flow Control Valves. Catalog. Available online: https://www.moog.com/content/dam/moog/literature/sdg/defense/Moog-Type30-Servo-Valve-Catalog.pdf (accessed on 3 February 2026).
- Electrohydraulic Motion Control. Proportional Directional & Pressure Control Valves, Servovalves, Electronics, Accessories. Available online: https://www.anythingflows.com/en/wp-content/uploads/2016/05/Parker-MSG14-2550-Electrohydraulics.pdf (accessed on 3 February 2026).
- Herakovic, N. Flow-Force Analysis in a Hydraulic Sliding-Spool Valve. Stroj. časopis Teor. Praksu Stroj. 2009, 51, 555–564. [Google Scholar]
- Shimizu, F.; Tanaka, K. Generation Mechanism of Flow Force Acting on Spool Valve. JFPS Int. J. Fluid Power Syst. 2022, 15, 71–77. Available online: https://www.jstage.jst.go.jp/article/jfpsij/15/2/15_71/_article (accessed on 1 February 2026). [CrossRef]
- Ledvon, M.; Hruzik, L.; Burecek, A.; Polasek, T.; Dyrr, F.; Kolar, D. Experimental and Numerical Analysis of Flow Force Acting on the Spool of Proportional Directional Valve. Processes 2023, 11, 3415. [Google Scholar] [CrossRef]
- Lugowski, J. Steady-State Flow-Force Compensation in a Hydraulic Spool Valve. 2013. Available online: https://www.researchgate.net/publication/259106434 (accessed on 1 February 2026).
- Domagala, M.; Fabis-Domagala, J. A Review of the CFD Method in the Modeling of Flow Forces. Energies 2023, 16, 6059. [Google Scholar] [CrossRef]
- Merrit, H.E. Hydraulic Control Systems; Wiley: New York, NY, USA, 1967. [Google Scholar]
- Lisowski, E.; Czyżewski, W.; Rajda, J. Three dimensional CFD analysis and experimental test of flow force acting on the spool of solenoid operated directional control valve. Energy Convers. Manag. 2013, 70, 220–229. [Google Scholar] [CrossRef]
- Olivetti, M.; Monterosso, F.G.; Marinaro, G.; Frosina, E.; Mazzei, P. Valve Geometry and Flow Optimization Through an Automated DOE Approach. Fluids 2020, 5, 17. [Google Scholar] [CrossRef]
- Chen, X.; Zhu, Y.; Qin, C.; Li, Y. Characteristics investigation of high speed solenoid valve based on multi-physics co-simulation model. Nonlinear Dyn. 2025, 113, 24383–24404. [Google Scholar] [CrossRef]
- Hua, H.; Zhang, J.; Zhao, C.; Wu, Z.; Song, J.; Liao, Z. Prediction-based rapid force control of a single-acting pneumatic cylinder under hysteresis nonlinearity. ISA Trans. 2025, 158, 686–696. [Google Scholar] [CrossRef]
- Hucko, S.; Krampe, H.; Schmitz, K. Evaluation of a Soft Sensor Concept for Indirect Flow Rate Estimation in Solenoid-Operated Spool Valves. Actuators 2023, 12, 148. [Google Scholar] [CrossRef]
- Vescovo, D.G.; Lippolis, A. A review analysis of unsteady forces in hydraulic valves. Int. J. Fluid Power 2006, 7, 29–39. [Google Scholar] [CrossRef]
- Li, R.; Sun, Y.; Wu, X.; Zhang, P.; Li, D.; Lin, J.; Xia, Y.; Sun, Q. Review of the Research on and Optimization of the Flow Force of Hydraulic Spool Valves. Processes 2023, 11, 2183. [Google Scholar] [CrossRef]
- Manring, N.D.; Zhang, S. Pressure Transient Flow Forces for Hydraulic Spool Valves. J. Dyn. Syst. Meas. Control 2012, 134, 034501. [Google Scholar] [CrossRef]
- Sun, Z.; Yao, Q.; Jin, H.; Xu, Y.; Hang, W.; Chen, H.; Li, K.; Shi, L.; Gu, J.; Zhang, Q.; et al. A novel in-situ sensor calibration method for building thermal systems based on virtual samples and autoencoder. Energy 2024, 297, 131314. [Google Scholar] [CrossRef]
- Sun, Z.; Yao, Q.; Shi, L.; Jin, H.; Xu, Y.; Yang, P.; Xiao, H.; Chen, D.; Zhao, P.; Shen, X. Virtual sample diffusion generation method guided by large language model-generated knowledge for enhancing information completeness and zero-shot fault diagnosis in building thermal systems. J. Zhejiang Univ. Sci. A 2025, 26, 895–916. [Google Scholar] [CrossRef]
- ISO 4401:2005(E); Hydraulic Fluid Power—Four-Port Directional Control Valves—MOUNTING Surfaces. International Organization for Standardization: Geneva, Switzerland, 2005.
- Creo Parametric 7.0.12.0 Online Help. Available online: https://support.ptc.com/help/creo/creo_pma/r7.0/usascii/#page/simulate/cfd/Turbulence/TurbulenceModels.html# (accessed on 3 February 2026).
- Mao, Q.; Jia, X.; Liu, Z.; Li, G.; Cao, Y.; Yang, Q. Study on Steady Flow Force of a Bidirectional Throttling Slide Valve and Its Compensation Optimization. Appl. Sci. 2024, 14, 11037. [Google Scholar] [CrossRef]
- Lisowski, E.; Rajda, J. CFD Analysis of Flow Forces Acting on the Spool of Directional Control Valve Type WE10J. Czas. Tech. 2015, 7, 133–140. [Google Scholar]
- Lisowski, E.; Filo, G.; Rajda, J. Adjustment of Proportional Control Valve Characteristics via Pressure Compensation Using Flow Forces. Energies 2024, 17, 1546. [Google Scholar] [CrossRef]
- Pan, X.; Wang, G.; Lu, Z. Flow field simulation and a flow model of servo-valve spool valve orifice. Energy Convers. Manag. 2011, 52, 3249–3259. [Google Scholar] [CrossRef]
- Launder, B.E.; Spalding, D.B. The numerical computation of turbulent flows. Comput. Methods Appl. Mech. Eng. 1974, 3, 269–289. [Google Scholar] [CrossRef]
- Yakhot, V.; Orszag, S.A.; Thangam, S.; Gatski, T.B.; Speziale, C.G. Development of turbulence models for shear flows by a double expansion technique. Phys. Fluids A 1992, 4, 1510–1520. [Google Scholar] [CrossRef]
- ISO 10770-1:2009; International Standard. Hydraulic Fluid Power—Electrically Modulated Hydraulic Control Valves—Part 1: Test Methods for Four-Port Directional Flow-Control Valves. International Organization for Standardization: Geneva, Switzerland, 2009.
- Li, S.; Du, J.; Shi, Z.; Xu, K.; Shi, W. Characteristics Analysis of the Pilot-Operated Proportional Directional Valve by Experimental and Numerical Investigation. Energies 2022, 15, 9418. [Google Scholar] [CrossRef]
- Hong, S.H. Numerical Analysis of the Trapping Effect of Grooves with Various Cross-Sectional Shapes and Reynolds Numbers. Lubricants 2024, 12, 432. [Google Scholar] [CrossRef]
- Bai, J.; Zhao, B.; Hao, Y.X.; Wang, B.; Liu, H. Hydrodynamic compensation method of proportional valve based on valve spool structure optimization. J. Mech. Electr. Eng. 2021, 38, 1444–1450. [Google Scholar]
- Wang, B.; Liu, H.; Hao, Y.; Quan, L.; Li, Y.; Zhao, B. Design and Analysis of a Flow-Control Valve With Controllable Pressure Compensation Capability for Mobile Machinery. IEEE Access 2021, 9, 98361–98368. [Google Scholar] [CrossRef]
- Amirante, R.; Catalano, L.A.; Poloni, C.; Tamburrano, P. Fluid-dynamic design optimization of hydraulic proportional directional valves. Eng. Optim. 2014, 46, 1295–1314. [Google Scholar] [CrossRef]
- Ma, A.; Xiao, H.; Hao, Y.; Yan, X.; Zhao, S. Multi-objective optimization design of low-power-driven, large-flux, and fast-response three-stage valve. Sci. Rep. 2024, 14, 21575. [Google Scholar]
- Liu, Q.; Wang, Z.; Zhang, J.; Liu, N.; Chen, R.; Luo, P. Multi-objective optimization of pressure in self-pressurized irrigation networks based on meta-heuristic algorithm with valve openings. Comput. Electron. Agric. 2025, 237, 110542. [Google Scholar] [CrossRef]
- Li, R.; Wang, Z.; Xu, J.; Yuan, W.; Wang, D.; Ji, H.; Chen, S. Design and optimization of hydraulic slide valve spool structure based on steady state flow force. Flow Meas. Instrum. 2024, 96, 102568. [Google Scholar] [CrossRef]
- Yang, M.; Zhang, Y.; Ai, C.; Yan, G.; Jiang, W. Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm. Eng. Appl. Comput. Fluid Mech. 2023, 17, 2242721. [Google Scholar] [CrossRef]
- Li, R.; Ding, X.; Lin, J.; Chi, F.; Xu, J.; Cheng, Y.; Liu, J.; Liu, Q. Study on the Influence of Triangular Groove Structure on Steady-State Flow Force Compensation Characteristics. Appl. Sci. 2021, 11, 11354. [Google Scholar] [CrossRef]
- Amirante, R.; Moscatelli, P.G.; Catalano, L.A. Evaluation of the flow forces on a direct (single stage) proportional valve by means of a computational fluid dynamic analysis. Energy Convers. Manag. 2007, 48, 942–953. [Google Scholar] [CrossRef]














| DDSV | EHSV | |
|---|---|---|
| Number of stages | 1 (direct drive) | 2 (pilot + main stage) |
| Spool actuation | Proportional solenoid/voice coil/torque motor | Hydraulic pilot |
| Spool feedback | Electrical | Mechanical/Electrical |
| Hydraulic gain | Lower | High |
| Internal leakage | Low | High |
| Static accuracy | Higher | Lower |
| Dynamic response | Very high | High |
| Electrical power consumption | Higher | Very low |
| Mesh | 531,828 cells |
| Fluid parameter | = 890 kg/m3, = 0.035 kg/m·s |
| Boundary conditions | Total pressure inlet from 7 MPa to 35 MPa, Total pressure outlet 0 MPa |
| Simulation type | Steady state |
| Turbulence model | Turbulent model |
| Spool | Force [N] | ||||
|---|---|---|---|---|---|
| 70 MPa | 140 MPa | 210 MPa | 280 MPa | 350 MPa | |
| v1 | −15 | −31 | −47 | −63 | −79 |
| v1g | −15.5 | −32 | −48 | −65 | −81 |
| v2 | −10.1 | −20.8 | −31.8 | −42.7 | −53.7 |
| v2g | −11.5 | −23.6 | −35.8 | −48 | −60.5 |
| v3 | −12 | −25 | −37 | −50 | −62 |
| v3g | −13 | −26 | −40 | −53.4 | −67 |
| v4 | −8.2 | −18.3 | −26.2 | −35.3 | −44 |
| v4g | −9.1 | −19 | −29 | −39 | −49 |
| v5 | −12 | −24.8 | −37.6 | −50.5 | −63.3 |
| v5g | −12 | −24.2 | −37 | −49.6 | −62.3 |
| Spool | Force [N] | ||||
|---|---|---|---|---|---|
| 70 MPa | 140 MPa | 210 MPa | 280 MPa | 350 MPa | |
| v1 | −2.8 | −6.5 | −10.2 | −14 | −18 |
| v1g | 0.4 | −1.7 | −3 | −4.7 | −6.3 |
| v2 | 14.5 | 28.7 | 42.6 | 56.5 | 70 |
| v2g | 17 | 33.7 | 49.7 | 66.2 | 82 |
| v3 | 13.1 | 25.8 | 38.5 | 50.5 | 63 |
| v3g | 15.8 | 31.2 | 46.4 | 61.5 | 76 |
| v4 | 23.3 | 43.3 | 69.2 | 92 | 114.5 |
| v4g | 25.7 | 51.2 | 76.5 | 101.5 | 127 |
| v5 | 12.17 | 23.9 | 35.5 | 46.9 | 58.4 |
| v5g | 14.7 | 29.2 | 43.2 | 57.2 | 71.2 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Warzocha, K.; Rzucidło, P. CFD-Based Steady-State Flow Force Compensation in Direct Drive Servo Valves. Appl. Sci. 2026, 16, 3262. https://doi.org/10.3390/app16073262
Warzocha K, Rzucidło P. CFD-Based Steady-State Flow Force Compensation in Direct Drive Servo Valves. Applied Sciences. 2026; 16(7):3262. https://doi.org/10.3390/app16073262
Chicago/Turabian StyleWarzocha, Krzysztof, and Paweł Rzucidło. 2026. "CFD-Based Steady-State Flow Force Compensation in Direct Drive Servo Valves" Applied Sciences 16, no. 7: 3262. https://doi.org/10.3390/app16073262
APA StyleWarzocha, K., & Rzucidło, P. (2026). CFD-Based Steady-State Flow Force Compensation in Direct Drive Servo Valves. Applied Sciences, 16(7), 3262. https://doi.org/10.3390/app16073262

