CN115111227A - Load port independent decoupling control system based on speed and pressure feedback - Google Patents

Load port independent decoupling control system based on speed and pressure feedback Download PDF

Info

Publication number
CN115111227A
CN115111227A CN202210766853.0A CN202210766853A CN115111227A CN 115111227 A CN115111227 A CN 115111227A CN 202210766853 A CN202210766853 A CN 202210766853A CN 115111227 A CN115111227 A CN 115111227A
Authority
CN
China
Prior art keywords
pressure
speed
load port
cavity
control
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202210766853.0A
Other languages
Chinese (zh)
Other versions
CN115111227B (en
Inventor
丁孺琦
程敏
胡国良
李刚
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Chongqing University
East China Jiaotong University
Original Assignee
Chongqing University
East China Jiaotong University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Chongqing University, East China Jiaotong University filed Critical Chongqing University
Priority to CN202210766853.0A priority Critical patent/CN115111227B/en
Publication of CN115111227A publication Critical patent/CN115111227A/en
Application granted granted Critical
Publication of CN115111227B publication Critical patent/CN115111227B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F15FLUID-PRESSURE ACTUATORS; HYDRAULICS OR PNEUMATICS IN GENERAL
    • F15BSYSTEMS ACTING BY MEANS OF FLUIDS IN GENERAL; FLUID-PRESSURE ACTUATORS, e.g. SERVOMOTORS; DETAILS OF FLUID-PRESSURE SYSTEMS, NOT OTHERWISE PROVIDED FOR
    • F15B19/00Testing; Calibrating; Fault detection or monitoring; Simulation or modelling of fluid-pressure systems or apparatus not otherwise provided for
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F15FLUID-PRESSURE ACTUATORS; HYDRAULICS OR PNEUMATICS IN GENERAL
    • F15BSYSTEMS ACTING BY MEANS OF FLUIDS IN GENERAL; FLUID-PRESSURE ACTUATORS, e.g. SERVOMOTORS; DETAILS OF FLUID-PRESSURE SYSTEMS, NOT OTHERWISE PROVIDED FOR
    • F15B21/00Common features of fluid actuator systems; Fluid-pressure actuator systems or details thereof, not covered by any other group of this subclass
    • F15B21/08Servomotor systems incorporating electrically operated control means

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Fluid Mechanics (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Fluid-Pressure Circuits (AREA)

Abstract

The invention provides a load port independent decoupling control system based on speed and pressure feedback, which comprises a hydraulic actuator, two load port independent control valves, two pressure sensors, a speed sensor and a controller, wherein working oil ports corresponding to the two load port independent control valves are respectively connected with two cavities of the hydraulic actuator, and the two pressure sensors respectively send detected pressure information of the two cavities to the controller; the speed sensor sends the detected running speed of the hydraulic actuator to the controller; the controller comprises a speed control loop, a pressure control loop and a speed feedback decoupling control unit, wherein the speed feedback decoupling control unit provides a first decoupling compensation quantity and a second decoupling compensation quantity for the speed control loop and the pressure control loop respectively so as to eliminate coupling interference between the speed control loop and the pressure control loop. The invention can not only reduce the energy consumption of the hydraulic actuator, but also has simple control logic, reduces the mutual interference of multiple variables and improves the dynamic characteristic.

Description

Load port independent decoupling control system based on speed and pressure feedback
Technical Field
The invention belongs to the field of control of hydraulic actuators, and particularly relates to a load port independent decoupling control system based on speed and pressure feedback.
Background
When the load port independent control valve with the inlet and outlet valve cores capable of being independently adjusted controls the hydraulic actuator to move, the energy consumption of the hydraulic actuator can be reduced by reducing the pressure of the back cavity and regenerating and recycling energy. For this reason, the control process needs to adopt a speed and pressure composite control mode and the like. However, the pressure, the speed and the like of the two cavities are interfered by the related coupling of the internal characteristics of the system, and the existing speed and pressure composite control logic is relatively complex. If the speed and the pressure are respectively controlled by independent control systems, although the control logic is simpler, and the speed and the pressure are superficially controlled respectively, in practice, in a speed and pressure independent closed-loop control loop, two control loops are mutually associated and coupled through the pressures of two cavities in a hydraulic actuator, and the change of one control quantity in the speed and the pressure can greatly influence the other control quantity, so that the speed and pressure independent control system can hardly achieve satisfactory dynamic control performance, and the problems of severe oscillation and impact are caused.
Disclosure of Invention
The invention provides a load port independent decoupling control system based on speed and pressure feedback, which aims to solve the problems that in the control process of a hydraulic actuator, a speed and pressure composite control system is adopted at present, energy consumption can be reduced, but the control logic is relatively complex, and the adoption of the speed and pressure independent control system is simple, but the vibration impact is severe and the like due to coupling interference between a speed control loop and a pressure control loop and poor dynamic control performance.
According to a first aspect of the embodiments of the present invention, a load port independent decoupling control system based on speed and pressure feedback is provided, including a hydraulic actuator, two load port independent control valves, two pressure sensors, a speed sensor and a controller, where working oil ports corresponding to the two load port independent control valves are respectively connected to two chambers of the hydraulic actuator, and the two pressure sensors respectively send detected pressure information of the two chambers to the controller; the speed sensor sends the detected running speed of the hydraulic actuator to the controller; the controller comprises a speed control loop, a pressure control loop and a speed feedback decoupling control unit, wherein the speed feedback decoupling control unit provides a first decoupling compensation quantity and a second decoupling compensation quantity for the speed control loop and the pressure control loop respectively so as to eliminate coupling interference between the speed control loop and the pressure control loop;
in actual control, the speed control loop obtains a first initial control signal according to a target speed and a detected running speed, adds the first decoupling compensation quantity to the first initial control signal to obtain a first control signal of a first load port independent control valve, and controls the opening of a valve port of the first load port independent control valve according to the first control signal, so that the flow entering the hydraulic actuator is controlled, and the speed tracking regulation is realized;
and the pressure control loop acquires a second initial control signal according to the target pressure and the detected pressure of the second cavity, adds the second decoupling compensation quantity to the second initial control signal to acquire a second control signal of the second load port independent control valve, and performs pressure tracking adjustment based on the detected pressure of the second cavity.
In an optional implementation manner, the speed feedback decoupling control unit calculates the first decoupling compensation amount u according to the following formula according to the detected operating speed of the hydraulic actuator f1
Figure BDA0003722496580000021
Wherein v is cy Indicating the detected speed of operation, q (x) v1 ,Δp 1 ) Denotes the flow of the first chamber, A a The working area of the first chamber is shown,
Figure BDA0003722496580000022
ω v indicating a first load portSetting the natural frequency of the control valve, wherein s represents a transfer function after Laplace transform of a first differential link;
the speed feedback decoupling control unit calculates the second decoupling compensation quantity u according to the following formula according to the detected running speed of the hydraulic actuator f2
Figure BDA0003722496580000023
Wherein v is cy Indicating the detected speed of operation, q (x) v2 ,Δp 2 ) Indicating the flow of the second chamber, A b The working area of the second chamber is shown,
Figure BDA0003722496580000031
ω v the natural frequency of the second load port independent control valve is shown, and s represents a transfer function after the second differential ring laplace transform.
In another optional implementation manner, the control unit further includes a two-cavity dynamic pressure feedback control unit, where the two-cavity dynamic pressure feedback control unit provides a first negative feedback adjustment amount and a second negative feedback adjustment amount to the speed control loop and the pressure control loop, respectively, so as to improve dynamic stability of the speed control loop and the pressure control loop;
in actual control, the speed control loop adds the first initial control signal, the first decoupling compensation quantity and the first negative feedback adjustment quantity to obtain a first control signal of the first load port independent control valve; and the pressure control loop adds the second initial control signal, the second decoupling compensation quantity and the second negative feedback adjustment quantity to obtain a second control signal of the second load port independent control valve.
In another optional implementation manner, the two-cavity dynamic pressure feedback control unit calculates the first negative feedback adjustment amount u according to the following formula p1
Figure BDA0003722496580000032
Wherein p is a Indicating the detected pressure of the first chamber, k 1 A first example of a procedure is shown,
Figure BDA0003722496580000033
representing the combination of a first order inertia element and a differential element, τ c1 Representing a first inertia link time constant, and s represents a transfer function after Laplace transform of a first differential link;
the two-cavity dynamic pressure feedback control unit calculates the second negative feedback regulating quantity u according to the following formula p2
Figure BDA0003722496580000034
Wherein p is b Indicating the detected pressure of the second chamber, k 2 A second proportional element is shown and indicated,
Figure BDA0003722496580000035
representing the combination of the second inertial element with the differential element, tau c2 Representing a second inertial element time constant; s represents the transfer function after the second differential element laplace transform.
In another optional implementation manner, the first-order inertia element and the second-order inertia element are configured to adjust the magnitudes of the first control signal and the second control signal, the first proportional element and the second proportional element are configured to adjust the response speeds of the first load port independent control valve and the second load port independent control valve, and the first differential element and the second differential element are configured to obtain the pressure oscillation characteristics of the first cavity and the second cavity, respectively.
In another optional implementation manner, the pressure information of the two cavities detected by the two pressure sensors is the pressure at the working oil port of the first load port independent control valve and the pressure at the working oil port of the second load port independent control valve; the oil inlets of the first load port independent control valve and the second load port independent control valve are connected, and a third pressure sensor is arranged at the connection node and used for detecting the pressure at the oil inlets of the first load port independent control valve and the second load port independent control valve;
flow rate q (x) of the first chamber v1 ,Δp 1 ) The preparation method comprises the following steps:
determining the valve core displacement x of the first load port independent control valve according to the first initial control signal v1 (ii) a Determining the pressure difference delta p between two ends of the first load port independent control valve according to the pressure information between two ends of the valve port of the first load port independent control valve 1 The pressure information at the two ends of the valve port of the first load port independent control valve is the pressure at the two ends of the working oil port and the oil inlet;
the valve core displacement x of the first load port independent control valve v1 And the pressure difference delta p between the two ends of the first load port independent control valve 1 Calculating the flow q of the first cavity corresponding to the first load port independent control valve by combining a flow characteristic model about valve core displacement and valve port differential pressure a :q a =q(x v1 ,Δp 1 );
Flow rate q (x) of the second chamber v2 ,Δp 2 ) The preparation method comprises the following steps:
determining the valve core displacement x of the second load port independent control valve according to the second initial control signal v2 (ii) a Determining the pressure difference delta p between the two ends of the second load port independent control valve according to the pressure information between the two ends of the valve port of the second load port independent control valve 2 The pressure information at the two ends of the valve port of the second load port independent control valve is the pressure at the two ends of the working oil port and the oil inlet;
independently controlling the valve core displacement x of the valve according to the second load port v2 And the pressure difference deltap between the two ends of the second load port independent control valve 2 And calculating the flow q of the second cavity corresponding to the second load port independent control valve by combining a flow characteristic model about valve core displacement and valve port differential pressure b :q b =q(x v2 ,Δp 2 )。
In another alternative implementation, the obtaining, by the speed control loop, the first initial control signal according to the target speed and the detected operating speed includes: comparing the target speed with the detected running speed, calculating a speed difference value, and inputting the speed difference value into a PID speed regulator to obtain the first initial control signal;
the pressure control circuit obtaining a second initial control signal based on the target pressure and the sensed pressure of the second chamber comprises: and comparing the target pressure with the detected pressure of the second cavity, calculating a pressure difference value, and inputting the pressure difference value into a PID speed regulator to obtain the second initial control signal.
In another alternative implementation manner, when the hydraulic actuator extends out, the speed control circuit compares a target speed with a detected running speed, calculates a speed difference value, and inputs the speed difference value into a PID speed regulator to obtain the first initial control signal; the pressure control loop compares a target pressure with the detected pressure of the second cavity, calculates a pressure difference value, inputs the pressure difference value into a PID speed regulator, and obtains the second initial control signal, wherein the target pressure is set to be as low as 2bar so as to reduce outlet throttling loss;
when the hydraulic actuator retracts, the speed control circuit compares a target speed with a detected running speed, calculates a speed difference value, inputs the speed difference value into a PID speed regulator and obtains a second initial control signal; and the pressure control loop compares the target pressure with the detected pressure of the second cavity, calculates a pressure difference value, inputs the pressure difference value into the PID speed regulator to obtain the first initial control signal, and sets the target pressure to be as low as 2bar so as to reduce the outlet throttling loss.
In another alternative implementation, the first decoupling compensation amount and the second decoupling compensation amount are derived according to the following steps: establishing a composite physical model of the speed control loop and the pressure control loop;
in the composite physical model, theoretically, the pressure control circuit obtains the second initial control signal according to a target pressure and the detected pressure of the second cavity; calculating the flow of the second cavity according to the second initial control signal; calculating the pressure of the second cavity according to the flow of the second cavity, the detected running speed and the working area of the second cavity, and performing pressure tracking adjustment based on the detected pressure of the second cavity;
the speed control loop obtains the first initial control signal according to a target speed and the detected running speed; calculating the flow of the first cavity according to the first control signal; calculating the pressure of the first cavity according to the flow of the first cavity, the detected running speed and the working area of the first cavity, calculating the running speed according to the calculated pressures of the first cavity and the second cavity, and performing speed tracking adjustment based on the calculated running speed;
and analyzing that the interference of the first cavity to the second cavity is related to the operating speed and the working area of the second cavity according to a calculation formula of the pressure of the second cavity and the operating speed, and the interference of the second cavity to the first cavity is related to the operating speed and the working area of the first cavity.
In another alternative implementation, the pressure control circuit calculates the pressure p of the second chamber according to the following formula according to the flow rate of the second chamber, the detected operation speed and the working area of the second chamber b
Figure BDA0003722496580000061
Wherein
Figure BDA0003722496580000062
V b Denotes the volume of the second chamber, beta e2 Expressing the modulus of elasticity, q, of the oil in the second chamber b Indicating the flow of the second chamber, A b Representing the working area of the second chamber, v cy Indicating detection ofThe running speed;
the speed control circuit calculates the pressure p of the first cavity according to the following formula according to the flow of the first cavity, the detected running speed and the working area of the first cavity a
Figure BDA0003722496580000063
Wherein
Figure BDA0003722496580000064
V a Denotes the first chamber volume, beta e1 Denotes the first chamber oil elastic modulus, q a Denotes the flow of the first chamber, A a Denotes the working area of the first chamber, v cy Indicating a detected operating speed;
the speed control loop calculates the pressure p of the first cavity according to the calculated pressure a And pressure p of the second chamber b The running speed v is calculated according to the following formula cy
Figure BDA0003722496580000065
Where m denotes the equivalent load mass of the hydraulic actuator, p a Denotes the pressure of the first chamber, A a Denotes the first chamber working area, p b Denotes the pressure of the second chamber, A b Denotes the working area of the second chamber, F L Representing the load force of the hydraulic actuator;
and analyzing and determining the first decoupling compensation quantity and the second decoupling compensation quantity according to the formula.
The invention has the beneficial effects that:
1. the speed pressure control system comprising the speed control loop and the pressure control loop has the characteristics of a composite control system and the characteristics of an independent control system, can reduce the pressure loss of a back cavity and an outlet pressure, reduce the energy consumption of a hydraulic actuator, and has simple control logic; the invention introduces the speed feedback decoupling control unit, can eliminate the coupling interference between the speed control loop and the pressure control loop, can improve the poor dynamic control performance and avoid the severe vibration impact;
2. the invention introduces a two-cavity dynamic pressure feedback control unit to obtain a pressure differential signal representing the dynamic stability of the system, and adjusts the control signal through a first-order inertia link and a proportion link, thereby improving the dynamic stability of two independent control loops of speed and pressure while improving the quick response.
Drawings
FIG. 1 is a schematic structural diagram of an embodiment of a load port independent decoupling control system based on speed and pressure feedback according to the invention;
FIG. 2 is a schematic diagram of a composite physical model of a speed control loop and a pressure control loop prior to the introduction of a speed feedback decoupling control unit in accordance with the present invention;
FIG. 3 is a control logic diagram of one embodiment of the present invention incorporating a speed feedback decoupling control unit;
FIG. 4 is an equivalent physical model of the present invention after a velocity feedback decoupling control unit is introduced to eliminate the coupling characteristic;
FIG. 5 is a complete control logic diagram of the system after a speed feedback decoupling control unit and a two-cavity dynamic pressure feedback control unit are introduced.
Detailed Description
In order to make the technical solutions in the embodiments of the present invention better understood and make the above objects, features and advantages of the embodiments of the present invention more comprehensible, the technical solutions in the embodiments of the present invention are described in further detail below with reference to the accompanying drawings.
In the description of the present invention, unless otherwise specified and limited, it is to be noted that the term "connected" is to be interpreted broadly, and may be, for example, a mechanical connection or an electrical connection, or a communication between two elements, or may be a direct connection or an indirect connection through an intermediate medium, and a specific meaning of the term may be understood by those skilled in the art according to specific situations.
Referring to fig. 1, a schematic structural diagram of an embodiment of the load port independent decoupling control system based on speed and pressure feedback according to the present invention is shown. The system can comprise a hydraulic actuator 1, two load port independent control valves 31 and 32, two pressure sensors 2 and 4, a speed sensor 5 and a controller 6, wherein working oil ports A and B corresponding to the two load port independent control valves 31 and 32 are respectively connected with two cavities (the two cavities can be rodless cavities and rod cavities) of the hydraulic actuator 1, and the two pressure sensors 2 and 4 respectively send detected pressure information of the two cavities to the controller 6; the speed sensor 5 sends the detected operating speed of the hydraulic actuator 1 to the controller 6. The controller comprises a speed control loop, a pressure control loop and a speed feedback decoupling control unit, wherein the speed feedback decoupling control unit provides a first decoupling compensation quantity and a second decoupling compensation quantity for the speed control loop and the pressure control loop respectively so as to eliminate coupling interference between the speed control loop and the pressure control loop.
In this embodiment, both the two load port independent control valves 31 and 32 may be three-position three-way electric proportional directional valves, the pressure sensors 2 and 4 are respectively disposed at the working oil ports a and B corresponding to the load port independent control valves 31 and 32, and the working oil ports a and B corresponding to the load port independent control valves 31 and 32 are respectively connected to two chambers of the hydraulic actuator 1, so that the pressures of the two chambers detected by the pressure sensors 2 and 4 are the pressures at the working oil ports a and B. Oil inlets C and D of the two load port independent control valves 31 and 32 are connected, and a connecting node of the two load port independent control valves is connected with an oil outlet of the hydraulic pump 7 and is connected with an oil tank through an electric proportional overflow valve 8 (or a manual overflow valve 8). The two load port independent control valves 31 and 32 are connected to the oil return ports E and F, and the connection node thereof is connected to the oil tank, wherein the hydraulic actuator may be a hydraulic cylinder.
Because the pressure and the speed of the two cavities are mutually coupled and interfered by the internal characteristics of the system, the control logic of the existing speed and pressure composite control system is complex, if the speed and the pressure are respectively provided with independent control systems, although the control logic is simpler, the two control loops are mutually interfered, so the control logic of the speed and pressure composite control system is simplified, as shown in fig. 2, the speed and pressure composite control system is a speed and pressure composite control system before a speed feedback decoupling control unit is introduced, 6.1 in fig. 2 represents a speed control loop, and 6.2 represents a pressure control loop. Because the coupling interference related to the speed of the hydraulic actuator exists between the first cavity pressure and the second cavity pressure, the speed control circuit and the pressure control circuit are respectively compensated for analyzing the mutual interference amount between the first cavity pressure and the second cavity pressure. Specifically, in the composite physical model, theoretically, the pressure control circuit obtains the second initial control signal according to a target pressure and a detected pressure of the second chamber; calculating the flow of the second cavity according to the second initial control signal; calculating the pressure of the second cavity according to the flow of the second cavity, the detected running speed and the working area of the second cavity, and performing pressure tracking adjustment based on the detected pressure of the second cavity; the speed control loop obtains the first initial control signal according to a target speed and the detected running speed; calculating the flow of the first cavity according to the first control signal; calculating the pressure of the first cavity according to the flow of the first cavity, the detected running speed and the working area of the first cavity, calculating the running speed according to the calculated pressures of the first cavity and the second cavity, and performing speed tracking adjustment based on the calculated running speed; and analyzing that the interference of the first cavity to the second cavity is related to the operating speed and the working area of the second cavity according to a calculation formula of the pressure of the second cavity and the operating speed, and the interference of the second cavity to the first cavity is related to the operating speed and the working area of the first cavity.
The pressure control circuit is based on the flow rate of the second chamber, the detected operating speed and the working area of the second chamber according to the following formulaCalculating the pressure p of the second chamber b
Figure BDA0003722496580000091
Wherein
Figure BDA0003722496580000092
V b Denotes the volume of the second chamber, beta e2 Expressing the modulus of elasticity, q, of the oil in the second chamber b Indicating the flow of the second chamber, A b Representing the working area of the second chamber, v cy Indicating a detected operating speed;
the speed control circuit calculates the pressure p of the first cavity according to the following formula according to the flow of the first cavity, the detected running speed and the working area of the first cavity a
Figure BDA0003722496580000093
Wherein
Figure BDA0003722496580000094
V a Denotes the volume of the first chamber volume, beta e1 Expressing the modulus of elasticity, q, of the oil in the first chamber a Denotes the flow of the first chamber, A a Denotes the working area of the first chamber, v cy Indicating a detected operating speed;
the speed control loop calculates the pressure p of the first cavity a And pressure p of the second chamber b The running speed v is calculated according to the following formula cy
Figure BDA0003722496580000101
Where m denotes the equivalent load mass of the hydraulic actuator, p a Denotes the pressure of the first chamber, A a Denotes the first chamber working area, p b Indicating the pressure of the second chamberForce, A b Denotes the working area of the second chamber, F L Representing the load force of the hydraulic actuator. According to the formula, the first decoupling compensation amount and the second decoupling compensation amount can be analyzed and determined.
After the first decoupling compensation quantity and the second decoupling compensation quantity are obtained, a speed feedback decoupling control unit which respectively provides the first decoupling compensation quantity and the second decoupling compensation quantity to a speed control loop and a pressure control loop can be introduced, the control logic of the composite control system after the speed feedback decoupling control unit is introduced is shown in fig. 3, an equivalent physical model diagram of the system with the coupling elimination characteristic after the speed feedback decoupling control unit in fig. 3 is shown in fig. 4, and it can be seen from fig. 4 that no associated parameter exists between the speed control loop and the pressure control loop, and the coupling interference is eliminated. Therefore, in actual control, the speed control loop obtains a first initial control signal according to a target speed and a detected running speed, adds the first decoupling compensation quantity to the first initial control signal to obtain a first control signal of the first load port independent control valve, and controls the opening of the first load port independent control valve according to the first control signal, so that the flow entering the hydraulic actuator is controlled, and the speed tracking adjustment is realized; and the pressure control loop acquires a second initial control signal according to the target pressure and the detected pressure of the second cavity, adds the second decoupling compensation quantity to the second initial control signal to acquire a second control signal of the second load port independent control valve, and performs pressure tracking adjustment based on the detected pressure of the second cavity.
The speed feedback decoupling control unit calculates the first decoupling compensation amount u according to the following formula according to the detected running speed of the hydraulic actuator f1
Figure BDA0003722496580000102
Wherein v is cy Indicating the detected speed of operation, q (x) v1 ,Δp 1 ) Representing flow of the first chamberAmount, A a The working area of the first chamber is shown,
Figure BDA0003722496580000111
ω v the natural frequency of the first load port independent control valve is represented, and s represents a transfer function after first differential ring laplace transform;
the speed feedback decoupling control unit calculates the second decoupling compensation quantity u according to the following formula according to the detected running speed of the hydraulic actuator f2
Figure BDA0003722496580000112
Wherein v is cy Indicating the detected speed of operation, q (x) v2 ,Δp 2 ) Indicating the flow of the second chamber, A b The working area of the second chamber is shown,
Figure BDA0003722496580000113
ω v the natural frequency of the second load port independent control valve is shown, and s represents a transfer function after the second differential ring laplace transform.
The speed control loop obtaining a first initial control signal according to the target speed and the detected running speed comprises: comparing the target speed with the detected running speed, calculating a speed difference value, and inputting the speed difference value into a PID speed regulator to obtain the first initial control signal; the pressure control circuit obtaining a second initial control signal based on the target pressure and the sensed pressure of the second chamber comprises: and comparing the target pressure with the detected pressure of the second cavity, calculating a pressure difference value, and inputting the pressure difference value into a PID speed regulator to obtain the second initial control signal.
When the hydraulic actuator extends out, the speed control loop compares a target speed with a detected running speed, calculates a speed difference value, and inputs the speed difference value into a PID speed regulator to obtain the first initial control signal; the pressure control loop compares a target pressure with the detected pressure of the second cavity, calculates a pressure difference value, inputs the pressure difference value into a PID speed regulator, and obtains the second initial control signal, wherein the target pressure can be set to be as low as 2bar so as to reduce outlet throttling loss; when the hydraulic actuator retracts, the speed control circuit compares a target speed with a detected running speed, calculates a speed difference value, inputs the speed difference value into a PID speed regulator and obtains a second initial control signal; and the pressure control loop compares a target pressure with the detected pressure of the second cavity, calculates a pressure difference value, inputs the pressure difference value into a PID speed regulator, and obtains the first initial control signal, wherein the target pressure can be set to be as low as 2bar so as to reduce outlet throttling loss.
In this embodiment, one of the two pressure sensors will send the pressure information to the pressure control circuit after detecting the pressure in the second chamber, and the speed sensor will send the operating speed to the speed control circuit and the pressure control circuit respectively after detecting the operating speed. When the load control valve is a three-position three-way electric proportional direction valve, the controller can be connected with proportional electromagnets of the two three-position three-way electric proportional direction valves and is used for adjusting the opening degree of a valve port of the electric proportional adjusting valve. The pressure information of the two cavities detected by the two pressure sensors 2 and 4 is the pressure at the working oil port a of the first load port independent control valve 31 and the pressure at the working oil port B of the second load port independent control valve 32; oil inlets C and D of the first load port independent control valve 31 and the second load port independent control valve 32 are connected, and a third pressure sensor 9 is further arranged at the connection node and used for detecting the pressure at the oil inlets of the first load port independent control valve 31 and the second load port independent control valve 32, namely the pressure of a hydraulic system. Flow rate q (x) of the first chamber v1 ,Δp 1 ) The preparation method comprises the following steps:
determining the valve core displacement x of the first load port independent control valve according to the first initial control signal v1 . Independently controlling two valve ports of the valve according to the first load portEnd pressure information, determining the pressure difference delta p between two ends of the first load port independent control valve 1 The pressure information of the two ends of the valve port of the first load port independent control valve is the pressure of the working oil port and the two ends of the oil inlet;
the valve core displacement x of the first load port independent control valve v1 And the pressure difference deltap between the two ends of the first load port independent control valve 1 Calculating the flow q of the first cavity corresponding to the first load port independent control valve by combining a flow characteristic model about valve core displacement and valve port differential pressure a :q a =q(x v1 ,Δp 1 );
Flow rate q (x) of the second chamber v2 ,Δp 2 ) The preparation method comprises the following steps:
determining the valve core displacement x of the second load port independent control valve according to the second initial control signal v2 . Determining the pressure difference delta p between the two ends of the second load port independent control valve according to the pressure information between the two ends of the valve port of the second load port independent control valve 2 The pressure information at the two ends of the valve port of the second load port independent control valve is the pressure at the two ends of the working oil port and the oil inlet;
independently controlling the valve core displacement x of the valve according to the second load port v2 And the pressure difference deltap between the two ends of the second load port independent control valve 2 Calculating the flow q of the second cavity corresponding to the second load port independent control valve by combining a flow characteristic model about the displacement of the valve core and the differential pressure of the valve port b :q b =q(x v2 ,Δp 2 )。
It can be seen from the above embodiments that the speed and pressure control system designed by the present invention has both the characteristics of a composite control system and the characteristics of an independent control system, and it can be seen from the above control logics that the speed and pressure control loops of the present invention are correlated with each other, and the two control loops compositely control the load port independent control valve corresponding to the hydraulic actuator, specifically, compared with the existing composite control system, the control logics of the present invention not only can reduce the energy consumption of the hydraulic actuator, but also have simple control logics, compared with the speed and pressure independent loop control system, the control logics of the present invention can reduce the energy consumption of the hydraulic actuator, but also have coupling interference between the speed control loop and the pressure control loop; the invention introduces the speed feedback decoupling control unit, can eliminate the coupling interference between the speed control loop and the pressure control loop, can improve the poor dynamic control performance and avoid the severe vibration impact.
In addition, in order to improve the dynamic stability of the decoupled system, a two-cavity dynamic pressure feedback control unit is further introduced into the controller, as shown in fig. 5, 6.3 and 6.5 in fig. 5 respectively represent decoupling compensation quantity and negative feedback quantity corresponding to the speed control loop, and 6.4 and 6.6 respectively represent decoupling compensation quantity and negative feedback quantity corresponding to the pressure control loop. The two-cavity dynamic pressure feedback control unit respectively provides a first negative feedback regulating quantity and a second negative feedback regulating quantity for the speed control loop and the pressure control loop so as to simultaneously improve the dynamic stability of the speed control loop and the pressure control loop, and the two dynamic pressure feedback controls have no mutual interference due to the action of the speed feedback decoupling control unit, so that the problem of the aggravation of oscillation caused by the mutual disturbance of the two dynamic pressure feedback control loops is avoided.
In actual control, the speed control loop adds the first initial control signal, the first decoupling compensation quantity and the first negative feedback adjustment quantity to obtain a first control signal of the first load port independent control valve; and the pressure control loop adds the second initial control signal, the second decoupling compensation quantity and the second negative feedback adjustment quantity to obtain a second control signal of the second load port independent control valve.
The two-cavity dynamic pressure feedback control unit can calculate the first negative feedback regulating quantity u according to the following formula p1
Figure BDA0003722496580000131
Wherein p is a Indicating the detected pressure of the first chamber, k 1 A first example of a procedure is shown,
Figure BDA0003722496580000132
representing the combination of a first order inertia element and a differential element, τ c1 Representing a first inertia link time constant, wherein s represents a transfer function after Laplace transform of a first differential link;
the two-cavity dynamic pressure feedback control unit can calculate the second negative feedback regulating quantity u according to the following formula p2
Figure BDA0003722496580000141
Wherein p is b Indicating the detected pressure of the second chamber, k 2 A second proportional segment is shown and indicated,
Figure BDA0003722496580000142
representing the combination of the second inertial element with the differential element, tau c2 Representing a second inertial element time constant; s represents the transfer function after the second differential element laplace transform.
The first-order inertia link and the second-order inertia link are used for respectively adjusting the magnitude of the first control signal and the magnitude of the second control signal, the first proportion link and the second proportion link are used for respectively adjusting the response speed of the first load port independent control valve and the second load port independent control valve, and the first differential link and the second differential link are respectively used for acquiring the pressure oscillation characteristics of the first cavity and the second cavity.
Likewise, the flow rate q (x) of the first chamber v1 ,Δp 1 ) The preparation method comprises the following steps:
determining the valve core displacement x of the first load port independent control valve according to the first initial control signal v1 (ii) a Determining the pressure difference delta p between two ends of the first load port independent control valve according to the pressure information between two ends of the valve port of the first load port independent control valve 1 The pressure information at the two ends of the valve port of the first load port independent control valve is the pressure at the two ends of the working oil port and the oil inlet;
the valve core displacement of the first load port independent control valvex v1 And the pressure difference delta p between the two ends of the first load port independent control valve 1 Calculating the flow q of the first cavity corresponding to the first load port independent control valve by combining a flow characteristic model about valve core displacement and valve port differential pressure a :q a =q(x v1 ,Δp 1 );
Flow rate q (x) of the second chamber v2 ,Δp 2 ) The preparation method comprises the following steps:
determining the valve core displacement x of the second load port independent control valve according to the second initial control signal v2 (ii) a Determining the pressure difference delta p between the two ends of the second load port independent control valve according to the pressure information between the two ends of the valve port of the second load port independent control valve 2 The pressure information at the two ends of the valve port of the second load port independent control valve is the pressure at the two ends of the working oil port and the oil inlet;
independently controlling the valve core displacement x of the valve according to the second load port v2 And the pressure difference deltap between the two ends of the second load port independent control valve 2 And calculating the flow q of the second cavity corresponding to the second load port independent control valve by combining a flow characteristic model about valve core displacement and valve port differential pressure b :q b =q(x v2 ,Δp 2 )。
The invention introduces a two-cavity dynamic pressure feedback control unit to obtain a pressure differential signal representing the dynamic stability of the system, and adjusts the control signal through a first-order link and a proportion link, thereby improving the dynamic stability of two independent control loops of speed and pressure while improving the quick response. In addition, the invention realizes the decoupling tracking adjustment of speed and pressure, thereby ensuring the high-dynamic high-precision movement of the hydraulic actuator.
Other embodiments of the invention will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. This application is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the invention and including such departures from the present disclosure as come within known or customary practice within the art to which the invention pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the invention being indicated by the following claims.
It will be understood that the invention is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the invention is to be controlled solely by the appended claims.

Claims (10)

1. A load port independent decoupling control system based on speed and pressure feedback is characterized by comprising a hydraulic actuator, two load port independent control valves, two pressure sensors, a speed sensor and a controller, wherein working oil ports corresponding to the two load port independent control valves are respectively connected with two cavities of the hydraulic actuator, and the two pressure sensors respectively send detected pressure information of the two cavities to the controller; the speed sensor sends the detected running speed of the hydraulic actuator to the controller; the controller comprises a speed control loop, a pressure control loop and a speed feedback decoupling control unit, wherein the speed feedback decoupling control unit provides a first decoupling compensation quantity and a second decoupling compensation quantity for the speed control loop and the pressure control loop respectively so as to eliminate coupling interference between the speed control loop and the pressure control loop;
in actual control, the speed control loop obtains a first initial control signal according to a target speed and a detected running speed, adds the first decoupling compensation quantity to the first initial control signal to obtain a first control signal of a first load port independent control valve, and controls the opening of a valve port of the first load port independent control valve according to the first control signal, so that the flow entering the hydraulic actuator is controlled, and the speed tracking regulation is realized;
and the pressure control loop acquires a second initial control signal according to the target pressure and the detected pressure of the second cavity, adds the second decoupling compensation quantity to the second initial control signal to acquire a second control signal of the second load port independent control valve, and performs pressure tracking adjustment based on the detected pressure of the second cavity.
2. The load port independent decoupling control system based on speed and pressure feedback of claim 1, wherein the speed feedback decoupling control unit calculates the first decoupling compensation amount u according to the following formula according to the detected operating speed of the hydraulic actuator f1
Figure FDA0003722496570000011
Wherein v is cy Indicating the detected speed of operation, q (x) v1 ,Δp 1 ) Denotes the flow of the first chamber, A a The working area of the first chamber is shown,
Figure FDA0003722496570000012
ω v the natural frequency of the first load port independent control valve is represented, and s represents a transfer function after first differential ring laplace transform;
the speed feedback decoupling control unit calculates the second decoupling compensation quantity u according to the following formula according to the detected running speed of the hydraulic actuator f2
Figure FDA0003722496570000021
Wherein v is cy Indicating the detected running speed, q (x) v2 ,Δp 2 ) Indicating the flow of the second chamber, A b The working area of the second chamber is shown,
Figure FDA0003722496570000022
ω v the natural frequency of the second load port independent control valve is shown, and s represents a transfer function after the second differential ring laplace transform.
3. The speed and pressure feedback based load port independent decoupling control system of claim 1, wherein the control unit further comprises a two-chamber dynamic pressure feedback control unit, the two-chamber dynamic pressure feedback control unit providing a first negative feedback adjustment amount and a second negative feedback adjustment amount to the speed control loop and the pressure control loop, respectively, to improve dynamic stability of the speed control loop and the pressure control loop;
in actual control, the speed control loop adds the first initial control signal, the first decoupling compensation quantity and the first negative feedback adjustment quantity to obtain a first control signal of the first load port independent control valve; and the pressure control loop adds the second initial control signal, the second decoupling compensation quantity and the second negative feedback adjustment quantity to obtain a second control signal of the second load port independent control valve.
4. The speed and pressure feedback based load port independent decoupling control system of claim 3, wherein said two-chamber dynamic pressure feedback control unit calculates said first negative feedback adjustment u according to the following formula p1
Figure FDA0003722496570000023
Wherein p is a Indicating the detected pressure of the first chamber, k 1 A first example of a procedure is shown,
Figure FDA0003722496570000024
representing the combination of a first order inertia element and a differential element, τ c1 Representing a first inertia link time constant, wherein s represents a transfer function after Laplace transform of a first differential link;
the two-cavity dynamic pressure feedback control unit calculates the second negative feedback regulating quantity u according to the following formula p2
Figure FDA0003722496570000025
Wherein p is b Indicating the detected pressure of the second chamber, k 2 A second proportional segment is shown and indicated,
Figure FDA0003722496570000031
representing the combination of the second inertial element with the differential element, tau c2 Representing a second inertial element time constant; s represents the transfer function after the second differential element laplace transform.
5. The speed and pressure feedback based load port independent decoupling control system according to claim 4, wherein the first order inertia element and the second order inertia element are used for adjusting the magnitude of the first control signal and the second control signal respectively, the first proportional element and the second proportional element are used for adjusting the response speed of the first load port independent control valve and the second load port independent control valve respectively, and the first differential element and the second differential element are used for obtaining the pressure oscillation characteristics of the first cavity and the second cavity respectively.
6. The speed and pressure feedback based load port independent decoupling control system according to claim 2 or 4, wherein the pressure information of the two cavities detected by the two pressure sensors is the pressure at the working oil port of the first load port independent control valve and the pressure at the working oil port of the second load port independent control valve; the oil inlets of the first load port independent control valve and the second load port independent control valve are connected, and a third pressure sensor is arranged at the connection node and used for detecting the pressure at the oil inlets of the first load port independent control valve and the second load port independent control valve;
flow rate q (x) of the first chamber v1 ,Δp 1 ) The preparation method comprises the following steps:
determining the valve core displacement x of the first load port independent control valve according to the first initial control signal v1 (ii) a According toDetermining the pressure difference delta p between two ends of the first load port independent control valve 1 The pressure information at the two ends of the valve port of the first load port independent control valve is the pressure at the two ends of the working oil port and the oil inlet;
the valve core displacement x of the first load port independent control valve v1 And the pressure difference delta p between the two ends of the first load port independent control valve 1 Calculating the flow q of the first cavity corresponding to the first load port independent control valve by combining a flow characteristic model about valve core displacement and valve port differential pressure a :q a =q(x v1 ,Δp 1 );
Flow rate q (x) of the second chamber v2 ,Δp 2 ) The preparation method comprises the following steps:
determining the valve core displacement x of the second load port independent control valve according to the second initial control signal v2 (ii) a Determining the pressure difference delta p between the two ends of the second load port independent control valve according to the pressure information between the two ends of the valve port of the second load port independent control valve 2 The pressure information at the two ends of the valve port of the second load port independent control valve is the pressure at the two ends of the working oil port and the oil inlet;
independently controlling the valve core displacement x of the valve according to the second load port v2 And the pressure difference deltap between the two ends of the second load port independent control valve 2 And calculating the flow q of the second cavity corresponding to the second load port independent control valve by combining a flow characteristic model about valve core displacement and valve port differential pressure b :q b =q(x v2 ,Δp 2 )。
7. The speed and pressure feedback based load port independent decoupling control system of claim 1, wherein said speed control loop deriving a first initial control signal based on a target speed and a sensed operating speed comprises: comparing the target speed with the detected running speed, calculating a speed difference value, and inputting the speed difference value into a PID speed regulator to obtain the first initial control signal;
the pressure control circuit obtaining a second initial control signal based on the target pressure and the sensed pressure of the second chamber comprises: and comparing the target pressure with the detected pressure of the second cavity, calculating a pressure difference value, and inputting the pressure difference value into a PID speed regulator to obtain the second initial control signal.
8. The speed and pressure feedback based load port independent decoupling control system of claim 7, wherein when said hydraulic actuator is extended, said speed control loop compares a target speed with a sensed operating speed, calculates a speed difference, inputs said speed difference to a PID speed regulator, and obtains said first initial control signal; the pressure control loop compares a target pressure with the detected pressure of the second cavity, calculates a pressure difference value, inputs the pressure difference value into a PID speed regulator, and obtains the second initial control signal, wherein the target pressure is set to be as low as 2bar so as to reduce outlet throttling loss;
when the hydraulic actuator retracts, the speed control circuit compares a target speed with a detected running speed, calculates a speed difference value, inputs the speed difference value into a PID speed regulator and obtains a second initial control signal; and the pressure control loop compares the target pressure with the detected pressure of the second cavity, calculates a pressure difference value, inputs the pressure difference value into a PID speed regulator, and obtains the first initial control signal, wherein the target pressure is set to be as low as 2bar so as to reduce the outlet throttling loss.
9. The speed and pressure feedback based load port independent decoupling control system of claim 1, wherein said first and second decoupling compensation amounts are derived by: establishing a composite physical model of the speed control loop and the pressure control loop;
in the composite physical model, theoretically, the pressure control circuit obtains the second initial control signal according to a target pressure and the detected pressure of the second cavity; calculating the flow of the second cavity according to the second initial control signal; calculating the pressure of the second cavity according to the flow of the second cavity, the detected running speed and the working area of the second cavity, and performing pressure tracking adjustment based on the detected pressure of the second cavity;
the speed control loop obtains the first initial control signal according to a target speed and the detected running speed; calculating the flow of the first cavity according to the first control signal; calculating the pressure of the first cavity according to the flow of the first cavity, the detected running speed and the working area of the first cavity, calculating the running speed according to the calculated pressures of the first cavity and the second cavity, and performing speed tracking adjustment based on the calculated running speed;
and analyzing that the interference of the first cavity to the second cavity is related to the operating speed and the working area of the second cavity according to a calculation formula of the pressure of the second cavity and the operating speed, and the interference of the second cavity to the first cavity is related to the operating speed and the working area of the first cavity.
10. The speed and pressure feedback based load port independent decoupling control system of claim 9, wherein said pressure control loop calculates said second chamber pressure p based on said second chamber flow, a sensed operating speed, and a working area of said second chamber according to the following equation b
Figure FDA0003722496570000051
Wherein
Figure FDA0003722496570000052
V b Denotes the volume of the second chamber, beta e2 Expressing the modulus of elasticity, q, of the oil in the second chamber b Indicating the flow of the second chamber, A b Representing the working area of the second chamber, v cy Indicating the detected speed of operation;
The speed control circuit calculates the pressure p of the first cavity according to the following formula according to the flow of the first cavity, the detected running speed and the working area of the first cavity a
Figure FDA0003722496570000053
Wherein
Figure FDA0003722496570000061
V a Denotes the first chamber volume, beta e1 Expressing the modulus of elasticity, q, of the oil in the first chamber a Denotes the flow of the first chamber, A a Denotes the working area of the first chamber, v cy Indicating a detected operating speed;
the speed control loop calculates the pressure p of the first cavity according to the calculated pressure a And pressure p of the second chamber b The running speed v is calculated according to the following formula cy
Figure FDA0003722496570000062
Where m denotes the equivalent load mass of the hydraulic actuator, p a Denotes the pressure of the first chamber, A a Denotes the first chamber working area, p b Denotes the pressure of the second chamber, A b Denotes the working area of the second chamber, F L Representing the load force of the hydraulic actuator;
and analyzing and determining the first decoupling compensation quantity and the second decoupling compensation quantity according to the formula.
CN202210766853.0A 2022-06-30 2022-06-30 Load port independent decoupling control system based on speed and pressure feedback Active CN115111227B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202210766853.0A CN115111227B (en) 2022-06-30 2022-06-30 Load port independent decoupling control system based on speed and pressure feedback

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202210766853.0A CN115111227B (en) 2022-06-30 2022-06-30 Load port independent decoupling control system based on speed and pressure feedback

Publications (2)

Publication Number Publication Date
CN115111227A true CN115111227A (en) 2022-09-27
CN115111227B CN115111227B (en) 2023-03-31

Family

ID=83330556

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202210766853.0A Active CN115111227B (en) 2022-06-30 2022-06-30 Load port independent decoupling control system based on speed and pressure feedback

Country Status (1)

Country Link
CN (1) CN115111227B (en)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5409188A (en) * 1992-02-12 1995-04-25 Toijin Seiki Co., Ltd. Stability compensating mechanism of electro-hydraulic servo system
CN102182729A (en) * 2011-05-15 2011-09-14 浙江大学 Large-flow high-frequency response electrohydraulic vibration device based on parallel servo valves and control method
CN111577680A (en) * 2020-05-22 2020-08-25 中国矿业大学 Load-sensitive flow divider valve, variable-speed synchronous driving system and working method
CN112925355A (en) * 2021-01-22 2021-06-08 浙江大学 Nonlinear flow modeling and compensating method of load port independent hydraulic system
CN113202833A (en) * 2021-05-24 2021-08-03 华东交通大学 Load port independent control system matched with electro-hydraulic flow

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5409188A (en) * 1992-02-12 1995-04-25 Toijin Seiki Co., Ltd. Stability compensating mechanism of electro-hydraulic servo system
CN102182729A (en) * 2011-05-15 2011-09-14 浙江大学 Large-flow high-frequency response electrohydraulic vibration device based on parallel servo valves and control method
CN111577680A (en) * 2020-05-22 2020-08-25 中国矿业大学 Load-sensitive flow divider valve, variable-speed synchronous driving system and working method
CN112925355A (en) * 2021-01-22 2021-06-08 浙江大学 Nonlinear flow modeling and compensating method of load port independent hydraulic system
CN113202833A (en) * 2021-05-24 2021-08-03 华东交通大学 Load port independent control system matched with electro-hydraulic flow

Also Published As

Publication number Publication date
CN115111227B (en) 2023-03-31

Similar Documents

Publication Publication Date Title
CN108869420B (en) Electro-hydraulic servo system self-adaptive backstepping control method based on instruction filtering
CN108397427B (en) A kind of valve-controlled cylinder electro-hydraulic position servo system low-frequency disturbance compensation method
CN112096696B (en) Self-adaptive inversion control method for pump-controlled asymmetric hydraulic position system
CN111352450B (en) Digital proportional valve flow control system and method
CN110345137B (en) Combined hydraulic double-cylinder synchronous control method
Qin et al. An adaptive robust impedance control considering energy-saving of hydraulic excavator boom and stick systems
CN115434986A (en) Hydraulic system control method and readable storage medium
CN110725817A (en) High-energy-efficiency control method of servo system for independently adjusting electrohydraulic position at inlet and outlet based on proportional overflow valve
CN115111227B (en) Load port independent decoupling control system based on speed and pressure feedback
CN112476439B (en) Self-adaptive feedback linearization control method and system for robot valve control cylinder driver
CN112196856A (en) Hydraulic system of electric transmission equipment and control method thereof
CN116447191B (en) Active damping compensation vibration suppression method for dual-actuator valve port independent control system
CN114087149B (en) Variable control loop of plunger pump with double-cavity independent control and multi-mode switching control method
CN110273876B (en) Outer loop impedance compensation method and system for valve-controlled cylinder force impedance control system
JP3500201B2 (en) Hydraulic drive
CN115992841B (en) Flow self-compensating load-sensitive pump valve coordinated electro-hydraulic system and control method
JPH04351304A (en) Hydraulic driving device
CN117970803A (en) Variable speed approach and disturbance compensation control method for pump control electrohydraulic steering system
CN117245660B (en) Robot hydraulic power source pressure and flow matching control method
CN110725823B (en) Plug-in type two-stage proportional speed regulating valve based on pressure flying rate detector
CN113859197B (en) Solenoid valve hydraulic pressure control method and system based on valve core position estimation
CN220867036U (en) Hydraulic suspension lifting system and vehicle
CN215980188U (en) Cantilever crane becomes width of cloth control system and high altitude construction vehicle
CN117826580B (en) Valve control hydraulic cylinder reinforcement learning fractional order control method and system based on TD3 algorithm
Le et al. Zero Point Compensation Control of the Proportional Valve with Negative Overlap.

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant