1. Introduction
Hydraulic drive technology is often the best choice for linear actuation in harsh environments, such as, for instance, in construction machinery. In such applications, the hydraulic actuators are realized as cheap and robust differential cylinders. The control of such cylinders is still mostly realized by four-way proportional valves, where all valve edges are located at the same spool (see for instance [
1]). In fact, this control strategy with one degree of freedom is very simple but suffers mainly from poor energy efficiency due to resistance control. Of course, in most off-road construction machines such as the aforementioned excavators, different kinds of load sensing systems lower the energy consumption and thus the fuel consumption in order to fulfill ecological and economical requirements. However, the coupling of all control edges in common four-way proportional valves results in a restriction of flexibility, which impedes the further optimization of the control and, in turn, the energy consumption of the drive. For this reason, the hydraulic scientific community has explored the field of independent metering (IM) for more than two decades; this encompasses the situation where each of the four valve edges (
) is realized by a separate and, thus, individually controlled two-way proportional valve, such as was proposed in the patents [
2,
3]. A fundamental and comprehensive scientific contribution to IM is provided by the thesis [
4], where the concept of IM in a four-valve assembly was investigated regarding control modes and energy consumption. Basically, the additional degrees of freedom lead to five metering modes: power extension, power retraction, high-side regenerative extension, low-side regenerative extension, and low-side regenerative retraction. According to the load situation, a convenient transient from one mode to another one must be performed, which seems to be one of the crucial tasks for realizing a hydraulic IM drive system. One optimized approach of the switching between the different operating modes can be found in [
5]. A concept using rotary valves actuated by a stepper motor was investigated in [
6] with the focus on feasibility. Apart from the previously mentioned five basic operating modes, a comprehensive review of the state of the art was presented in [
7] and, furthermore, numerous contributions of academia and industry were discussed and certain challenges in IM were emphasized. The study concluded with identifying IM as a technology that requires multi-disciplinary development techniques from basic valve technology to artificial intelligence for the control issues. Another review was given in [
8] on inlet/outlet control under a sustained negative load, where in addition to control aspects, criticism towards reduced reliability, increased production costs, maintenance costs was expressed.
A slightly different approach can be found, for instance, in [
9,
10], where IM for a cylinder drive was realized by three metering valves and a conventional 4/3 switching valve which, in fact, lowers the number of expensive proportional valves but requires consideration of pump control for precise control. In [
11], a basic concept and simulation study for a flow-on-demand hybrid system combined with an IM system applied to a forestry crane was presented. In [
12], the data-based characteristics of a full-bridge valve system applicable for independent metering were identified by different strategies, including machine learning concepts.
An energy-efficient and high-precision control of hydraulic robots was presented in [
13], where two conventional four-way servo valves were used for the independent control of the flow at each chamber of the cylinder. In [
14], precision control was realized with four valves and with two independent controllers: a motion controller for the head-end chamber and a pressure controller for the rod-side chamber, both using identified maps of the valve characteristics. The investigations taught that the performance of the electro-hydraulic system strongly depends on an accurate knowledge of the valves’ nonlinear flow characteristics.
Another non-smooth quasi-static modeling approach between velocity and force can be found in [
15], where apart from considering one regenerative extension mode only, driving power quadrants were considered, thus, no efficient regenerative braking was considered. The obtained maps were evaluated as potentially useful for identifying the characteristics of the actuator including the dynamics. In [
16], the potential for energy saving in excavators with the application of an independent metering valve was studied by simulations for very basic movements. The simulations for IM control showed an energy improvement of 44% for the boom and 20% for the bucket stick.
Beyond the application of proportional valves for the IM concept in [
17], so-called digital flow control units combined with optimal controllers for a see-saw test facility showed an energy reduction of 36% for lifting and lowering movements compared to conventional load sensing systems. In [
18], a simulation study using digital flow control units for a digital hydraulic independent metering valve system on an excavator was presented. In this contribution, an energy improvement of 28% for truck loading and even a 41.5% energy improvement for grading cycles compared to reference measurements on a real excavator were predicted. First results on a real excavator were presented in [
19].
An open-loop application with proportional valves to a multi-DOF forwarder boom presented in [
20] promised an energy improvement of 25% and nearly the same fuel reduction based on measurements.
In this contribution, a so-called cybernetic proportional system (CPS) based on an open-loop control for a hydraulic differential cylinder drive is presented. In this context, the term
cybernetic means that the control loop is closed by a human operator as it is the case in many construction machines such as excavators. Therefore, only slow trajectories are considered and the demand on accuracy plays a minor role. However, in some operating scenarios such as, for instance, grading cycles, a human operator is expected to realize precise movements at least to some extent. Due to the special design of the proportional seat-type valves with certain fine-control notches according to the patent [
21], such precise motion is possible. However, in certain load conditions and in combination with the inertia of the arm, a toggling between different operating modes can occur, which must be suppressed by the CPS because this cannot be corrected by the operator. In fact, this problem is addressed by simulation experiments; however, a comprehensive analysis regarding this problem would go beyond the scope of the paper. Furthermore, the energetic performance of the CPS is investigated at least in the specific case of lifting and lowering the bucket stick of a real excavator. A discussion and an outlook on further steps in development close the contribution.
3. Simulation
The simulation experiments for the CPS regarding
Figure 1a were carried out in
MATLAB/Simulink® with a dynamic model of the cylinder
and the flow rates
and
regarding the operating states from
Table 1 and the orifice function
representing the square root characteristics of a valve. (In the simulations, the square root function is approximated by a polynomial around the origin
in order to guarantee the solvability of the numerical integration.) The numeric values of the corresponding parameters are listed in
Table A1a.
For simplicity and clarity, a constant pressure supply for both the high pressure and tank pressure are assumed. Furthermore, in the very basic simulation experiments no significant inertial dead load () and a very low friction coefficient () are considered. The trajectory represents an extending movement at a constant piston velocity of followed by a short standstill and a retracting movement at the same speed. When the drive reaches its desired extending speed, a ramped load force is applied, which is maintained until the drive retracts the rod again. Then, the force is ramped down and finally, the unloaded drive decelerates to standstill. With this kind of trajectory and load force, the basic behavior in all four power quadrants is investigated.
3.1. Compressive Force
The most likely load for a differential cylinder drive is a compressive force. In
Figure 4, the simulation results for a load force of
are illustrated. In the upper diagram of
Figure 4a, the piston velocity is illustrated, where the movement starts at the simulation time of
. In most phases of the movement, the tracking shows a perfect match with the desired velocity due to an ideal inversion of the valve characteristics. However, a few spikes in the velocity occur, in particular, when the operating state of the drive changes.
The first ripple in velocity occurs when the operating mode of the drive turns from standstill to extending direction at the very beginning of the movement. This jerky behavior is a settling effect of the initial chamber pressures, which can be seen in the middle diagram of
Figure 4b. This effect only occurs, for instance, when the load changes during a standstill or when the direction of movement and the power quadrant change at the same time. Right after the beginning of the movement the drive operates in a braking mode, which can be seen in the lower diagram of
Figure 4a. This results from the fact that a very low numeric value for the viscous damping parameter and a no stick–slip friction model was used in the simulations. Hence, the piston is extending, even when both chambers are connected to the elevated tank pressure. When the velocity and, thus, the friction force
, the drive switches to
rapid mode, i.e., to operating state
according to
Table 1. Entering this operating state, the switching of the valves results again in a velocity spike due to another pressure transients in both chambers. At a simulation time of
a compressive force of
(see the upper diagram in
Figure 4b) is applied in form of a ramp. Consequently, the pressure in the piston-side chamber rises until the level
is reached. Then, the drive changes its operating state to force mode
, which means that the rod-side chamber is switched from high pressure to tank pressure and results in another velocity spike. After a certain movement under the applied load force, the drive decelerates with a limited slope in the velocity to standstill. In the lower diagram of
Figure 4b, the energy consumption of the CPS compared to a conventional drive using a conventional valve with asymmetrical metering edges (APV) regarding the ratio of the cross-section areas of the cylinder. The inclination of the lines illustrates the power consumption, which means that in force mode, the CPS needs as much power as the conventional system. In all other situations, less energy is consumed by the CPS. This becomes more obvious when the movement in the opposite direction is started. In this phase of a retracting movement under a large compressive force, only braking is necessary and, thus, an operation in
regarding
Figure 1b takes place. In this case, almost no energy is consumed by the drive, because all chambers are connected to tank. Finally, when the load force is released again, the power consumption of both drives then coincide again.
3.2. Tensile Force
In contrast to the previous subsection, in the following a load case of a tensile force of
is considered. The corresponding results are depicted in
Figure 5 for the same trajectory of
, as in the previous case. Until the load force is applied, the response of the system is identical as before. Then, the drive switches from operating state
to
, i.e., to power quadrant
for braking. During this transition, the pressure signals in the middle diagram from
Figure 5b show a large drop, resulting in a large peak in the piston velocity.
From this point, during the extending motion the drive acts in braking mode and the velocity is controlled by metering the fluid out of the rod sided chamber. The piston sided chamber is also connected to tank by a fully open valve . It is now important to mention that due to the large cross-sectional area in combination with the piston velocity, the flow rate over the valve leads to a corresponding pressure drop, which is in this case very close to the cavitation limit. Thus, for this kind of operating mode the valve size determines the maximum piston velocity with regard to an avoidance of cavitation.
In the braking mode, almost no energy is consumed by the CPS, as illustrated in the lower diagram of
Figure 5b. When the moving direction changes, then the drive operates in
, which represents a power retraction and, thus, as much power as with a conventional drive is consumed until the movement stops.
3.3. Toggling between Operating States
In the previous subsections, very basic and clean simulation experiments were considered in order to make the basic principle of operation clear. However, the velocity spikes in the presented results should be minimized. The main reason for the observed spikes is the transients of the pressures in both cylinder chambers due to the switching into another operating state. This may even be worse when additional (parasitic) dynamic effects are considered, which must be expected in reality. For instance, in the following the numeric value of the dead load, i.e., the inertia of the drive was increased from
to
, which is a realistic assumption. One may expect that additional inertia would result in a reduced dynamic response due to its low-pass behavior, but in this case, the opposite is true. This can be seen from the simulation results depicted in
Figure 6a, where in the accelerating phase, the unloaded axis switches from braking mode to rapid mode. The additional inertia in combination with the compressibility in the chambers and, furthermore, with the response times of the valves the system starts to resonate and toggles between the states
and
according to
Table 1.
This undesirable behavior and, of course, all other critical transitions not mentioned here, must be avoided by a certain strategy where the switching between different operating modes is specifically controlled and optimized. This issue is not yet fully resolved and is still under ongoing investigations. As an example, in
Figure 6b the response of the system with the same parameters is controlled with a kind of transition management using a certain valve timing depending on the pressures in both chambers which is not discussed in this paper. However, all meaningful transitions are
5. Discussion
The presented control of a hydraulic actuator using a CPS is an IM strategy, where the in- or out-flow of one chamber is metered while the relevant valve of the opposite chamber is fully open. The selection of the valve to be metered (i.e., fully opened) depends on the actual power quadrant, which is identified by pressure measurements. With this strategy, operations in braking mode can be realized efficiently only by using low pressurized oil from the tank. In this contribution, this effect was verified by simulations and measurements with a constant pressure supply. In a real situation, the excavator would be equipped with a sort of load sensing system. In such a case, the energy efficiency in power driving states is also improved because the valve resistance of the unloaded chamber is minimized by a full opening. Consequently, for the same load force, a lower supply pressure is necessary, which lowers the energy consumption of the drive compared to conventional proportional system with a single spool and coupled valve edges.
The presented measurements were focused on two specific power quadrants: the lifting and lowering of the bucket stick in order to verify the mode of efficient braking and, furthermore, to show that with the used valves a precise control is possible. Thus, the load was only determined by gravity, which does not represent a real situation. For a proof of applicability and the repeatability of results, different load conditions are necessary, which will be part of future investigation steps. In order to obtain meaningful results, it could be an opportunity to carry out and compare selected experiments from the literature.
The advantage of lower energy consumption is confronted with a higher number of components and sensors. However, the additional effort for the necessary pressure measurement must be reflected with regard to an improved capability in fault diagnosis. Furthermore, the logging and analysis of data captured from machines in the field enable a meaningful scheduling of maintenance as well as avoiding malfunctions of the machinery in advance. Moreover, with a CPS the characteristics of the drive can be adjusted with regard to the operating task or according to the demand of the operator. Even in case of a faulty pressure transducer the valves of the CPS can be controlled as a conventional valve system with coupled edges.
Compared to conventional proportional valve systems, a higher degree of freedom for efficient motion control leads also to a higher complexity in the control strategy. One of the most important challenges is the switching between the operating states, which must be somehow controlled in order to achieve smooth pressure transients. For instance, at the switching from rapid mode to force mode (see
Figure 2) velocity fluctuations must be expected, because the pressure
in the rod-side chamber changes rapidly by the magnitude of the supply pressure. Actually, the rapid mode is not necessary for a proper operation of the drive and impeding the rapid mode by software would reduce this effect. However, the transition from standstill to motion may also lead to non-smooth acceleration when the load changes in the rest position and thus pressure settling must be expected. Another problem occurs when the direction of the load changes during the movement because then the drive switches from driving to braking or vice versa, which may lead to larger pressure transients. Moreover, the switching between power quadrants in combination with the inertia of the load may result in toggling between operating states, which must be avoided entirely. As already mentioned before, the realization of smooth transitions between power quadrants is not fully resolved yet and thus is still a challenging part of ongoing investigations. Probably, in some cases a sort of hysteresis might be sufficient to suppress the toggling, but it is also possible that a more sophisticated decision strategy for a proper selection of the operating mode is required. In the end, the switching between 18 possible state transitions from Equation (
13) must be optimized somehow, which seems to be challenging, even though in some applications some transitions might be neglected.
Regarding the most efficient installation on an excavator, the valve block of a CPS should be located directly at the cylinder. Thus, in case of multiple actuators, such as on the arm of an excavator, only one single supply line and one tank line must be installed, which reduces the piping costs significantly. One exemplary design study is illustrated in
Figure 11. Because most of the valves are directly located at the actuator more space in the cabin is available, which can be used, e.g., for batteries, because the importance of electrically powered excavators is growing. Furthermore, due to a drive-by-wire concept, all the installation costs for hydraulic piloting can be saved. Moreover, the used valves for the CPS are seat-type valves, which are basically qualified for load holding; thus, costs for additional safety valves do not need to be spent.
6. Conclusions
In this paper, the independent metering concept for the motion control of a hydraulic actuator using seat-type proportional valves with a fine control range was presented. For the cybernetic approach, the inverted static valve characteristics are used for the open-loop control of the desired movement. The human operator closes the control loop by correcting the trajectory using a proportional joystick. Simulations and measurements taught that with the CPS the energy consumption can be reduced significantly compared to a conventional valve control, because during braking operations no high-pressure fluid from the pump is required. A CPS uses seat-type proportional valves and thus load holding is also basically possible, which may avoid the installation of additional load holding valves. If the CPS valves are located directly at or are even integrated in the cylinder, then in case of multiple actuators, such as on the arm of an excavator, only one high-pressure supply line and one tank line must be spent, which gives room for further cost reduction. A big challenge is the switching between the operating states for a smooth transition. However, also the increased degree of complexity due to a higher number of components and, moreover, a higher number of degrees of freedom requires some further effort in development to fulfill the requirements for different fields of applications. The next steps are investigations on the full range of operating modes and its transitions for the bucket stick and furthermore, the equipment of all actuators of an excavator arm with CPS valve systems.