阅读说明：本技术 用于布置在过程设备上的传感器装置以及用于操作该传感器装置的方法和过程设备 (Sensor device for arrangement on a process plant, and method and process plant for operating the sensor device ) 是由 托马斯·威廉 尼古拉·芬克 沃尔夫冈·德拉赫姆 阿尔弗雷德·里德 彼得·克卢弗 托马斯·摩 于 2018-11-13 设计创作，主要内容包括：本发明涉及一种在过程设备上的传感器装置,该传感器装置包括至少两个传感器块,其中,每个传感器块包括可被布置在该过程设备上的支撑件和被布置在该支撑件上的多个传感器,该多个传感器用于确定在过程设备中发现的测量介质的物理或化学变量、测量介质的过程特性和/或过程设备的状态,其中,传感器块中的第一传感器块包括控制和/或评估单元,该控制和/或评估单元具有用于与第二传感器块的第一控制和/或评估单元交换数据的至少一个发送和接收模块,其中,将第一传感器块的第一控制和/或评估单元和/或被分配给传感器装置的第二控制和/或评估单元设计为通过对由每个传感器块所确定的值进行加权来确定测量介质的物理或化学变量、测量介质的过程特性和/或过程设备的状态,其中,根据传感器块中的至少一个传感器的测量值变化、传感器块在过程设备中的位置和/或传感器块的功能来执行加权。(The invention relates to a sensor device on a process plant, comprising at least two sensor blocks, wherein each sensor block comprises a support that can be arranged on the process plant and a plurality of sensors arranged on the support for determining a physical or chemical variable of a measurement medium, a process property of the measurement medium and/or a state of the process plant, which are found in the process plant, wherein a first sensor block of the sensor blocks comprises a control and/or evaluation unit having at least one transmitting and receiving module for exchanging data with a first control and/or evaluation unit of a second sensor block, wherein the first control and/or evaluation unit of the first sensor block and/or the second control and/or evaluation unit assigned to the sensor device is designed such that a value determined by each sensor block is used to determine a value Weighting to determine a physical or chemical variable of the measuring medium, a process property of the measuring medium and/or a state of the process device, wherein the weighting is performed as a function of a change in a measuring value of at least one sensor of the sensor block, a position of the sensor block in the process device and/or a function of the sensor block.)

1. A sensor arrangement (18) for arrangement on a process plant (1) having a plurality of measurement points, comprising a plurality of sensor blocks (12), wherein each sensor block (12) comprises a support which can be arranged locally on the process plant (1) and a plurality of sensors (101) 107) arranged on the support for determining a physical or chemical variable of at least one measurement medium (3) and/or a process characteristic of at least one measurement medium (3) and/or a state of the process plant (1) which are found in the process plant (1), characterized in that: the first sensor block (12) comprises a first control and/or evaluation unit (100) having at least one transmitting and receiving module for exchanging data with the first control and/or evaluation unit (100) of the second sensor block (12),

wherein data is exchanged between the first sensor block (12) and the second sensor block (12),

wherein the first control and/or evaluation unit (100) of the first sensor block (12) and/or a second control and/or evaluation unit (11) assigned to the sensor device (18) are designed to determine the physical or chemical variable of the measurement medium (3) and/or a process characteristic of the measurement medium (3) and/or a state of the process plant (1) found in the process plant (1) by weighting the values determined by each sensor block (12),

wherein the weighting is performed according to:

a) a change in the measurement value of at least one sensor (101-107) of the sensor block (12);

b) the position of the sensor block (12) in the process device (1),

and/or

c) The function of the sensor block (12).

2. The sensor device of claim 1, wherein: each of the sensor blocks (12) has a control and/or evaluation unit (100), the control and/or evaluation unit (100) having at least one transmitting and receiving module for exchanging data with the control and/or evaluation units (100) of the other sensor blocks (12) of the sensor device (18).

3. The sensor device according to claim 1 or 2, characterized in that: a plurality of different sensors (101) for determining different physical or chemical variables of the measurement medium (3) and/or different process characteristics of the measurement medium (3) and/or different states of the process plant (1) which are found in the process plant (1) are arranged on the sensor block (12).

4. Sensor device according to one of the preceding claims, characterized in that: a plurality of sensors (101) and (105) of the same type are arranged in the sensor region in the flow direction or filling direction of the measurement medium (3) on the sensor block (12) one behind the other.

5. Sensor device according to one of the preceding claims, characterized in that: the first sensor block (12) has at least two operating states,

wherein a first operating state is used for monitoring the physical or chemical variable of the measuring medium (3) and/or the process characteristic of the measuring medium (3) and/or a change in the state of the process device (1) which is found in the measuring device (1), and

wherein a second operating state is used for determining the physical or chemical variable of the measurement medium (3) and/or the process characteristic of the measurement medium (3) and/or the state (1) of the process device, which is found in the process device (1).

6. Sensor device according to one of the preceding claims, characterized in that: the first sensor block has at least two operating states,

wherein a first operating state is used for determining the physical or chemical variable of the measurement medium (3) and/or the process characteristic of the measurement medium and/or the state of the process device (1) found in the process device (1); and

wherein a second operating state is used for adjusting and/or controlling one or more actuating devices of the process plant (1), wherein the adjustment and/or control is effected by the control and/or evaluation unit (100) of the first sensor block (12).

7. Sensor device according to one of the preceding claims, characterized in that: the switching of the operating states or additional operating states of the preceding claim 5 and the preceding claim 6 is achieved by allocating the functionality of a sensor block within the sensor device.

8. Sensor device according to one of the preceding claims 7, characterized in that: the allocation of functions of sensor blocks can be changed by the sensor device during operation of the process plant.

9. Method according to one of the preceding claims, characterized in that: the control and/or evaluation unit (100) of the first sensor block (12) can be used to calculate a prediction value of the physical or chemical variable of the measurement medium (3) found in the process plant (1) and/or of the process characteristic of the measurement medium (3) and/or of the state of the process plant (1) at a measurement point of the first sensor block (12) on the basis of the measurement values determined by its sensor (101) and 107, and calculating a predicted value of the physical or chemical variable of the measurement medium (3) found in the process plant (1) and/or the process characteristic of the measurement medium (3) and/or the state of the process plant at a measurement point of a second sensor block of the sensor arrangement taking into account the geometry of the process plant (1).

10. The method of claim 9, wherein: comparing the predicted value with a value determined by the second sensor block (12), and performing weighting and/or outputting a result regarding the rationality of the determined value based on the comparison.

11. Method according to one of the preceding claims 9 or 10, characterized in that: on the basis of the determined values of the physical or chemical variable of the measurement medium (3) and/or the process characteristic of the measurement medium (3) and/or the state of the process device (1) found in the process device (1), a total value of such variable and/or such process characteristic is output for the process device (1), wherein the measured values of the sensor blocks (12) are individually weighted and taken into account in the calculation.

12. The method of claim 11, wherein: in addition to the total value, an uncertainty specification is output that takes into account the state of the sensor device.

13. Method according to one of the preceding claims, characterized in that: the first sensor block (12), in particular all sensor blocks (12) of the sensor device (18), has a data memory, on which data records for the current sensor settings of adjacent sensor blocks (12) are stored.

14. Method according to one of the preceding claims, characterized in that: preferably, when determining the filling level, the temperature and/or the flow rate of the measurement medium (3), the position of the sensor block (12) in the process device (1) is weighted according to the frequency of changes of the state of the process device (1) at that position.

15. Method according to one of the preceding claims, characterized in that: the measured values of the sensors for determining different measured variables on the sensor block are weighted differently depending on the position and the measured variable to be determined.

16. Method according to one of the preceding claims, characterized in that: the weighted values of the sensor block (12) or the weighted values of a plurality of sensor blocks (12) trigger control events for actuating a device, in particular for controlling a pump (6) of the process device (1) and/or a valve (7, 10) of the process device (1).

17. Method according to one of the preceding claims, characterized in that: overwriting the control commands of the second control and/or evaluation unit (11) on the basis of the weighting values of the sensor blocks (12) or the weighting values of a plurality of sensor blocks (12).

18. Method according to one of the preceding claims, characterized in that: determining a state value in relation to the operating state of a single or subgroup of the sensor devices (18) comprising a plurality of sensor blocks (12), the state value preferably being specific for a respective measured variable, and preferably being taken into account for future assignment of functions and weights and maintenance decisions in relation to replacement and/or repair of the sensor blocks (12) or subgroups of the sensor blocks (12).

19. Process device (1) with a sensor arrangement (18) according to one of the preceding claims.

20. Process device (1) according to one of the preceding claims, characterized in that: in addition to the sensor device (18), the process plant also contains one or more additional sensors, wherein data is exchanged between the sensor device (18) and such additional sensors.

21. Process device (1) according to one of the preceding claims, characterized in that: the process device (1) has an actuating device, wherein data relating to the state of the actuating device are exchanged with the sensor device (18) such that the actuating device is controlled as a function of the exchanged data.

Technical Field

The present invention relates to a sensor device according to the preamble of claim 1, a method for operating the same and a process plant.

Background

Individual measuring devices, such as coriolis measuring devices, which communicate with one another for the purpose of signal conditioning of sensor parameters are known. Such a form of communication between two measuring instruments is known from WO 2017/143576 a1 et al.

DE 102007024006 a1 discloses a functional distribution of sensors in a process plant. However, such sensors always communicate via a central evaluation unit.

Based on such prior art, the present invention proceeds from creating a sensor arrangement with sensor components (so-called "sensor blocks") that communicate with each other, wherein the current state of the components and their position in the process plant are also taken into account in order to obtain overall information.

Disclosure of Invention

The invention achieves this object by means of a sensor device having the features of claim 1.

In contrast to the prior art described above, the sensor device according to the invention for arrangement on a process plant having a plurality of measurement points comprises a plurality of sensor blocks.

A sensor block within the meaning of the invention is understood to be a support which can be arranged locally on a process device and has a plurality of sensors arranged on the support for determining a physical or chemical variable of a measurement medium found in the process device and/or a process property of the measurement medium and/or a state of the process device.

The physical or chemical variable may be, for example, pH, thermal conductivity, acoustic conductivity, density, viscosity, substance content fraction of one or more components of the measurement medium, or the like.

The process property of the measurement medium in the process device may be temperature, pressure, flow rate, volume and/or mass flow, etc.

The state of a process device may mean, for example, filled, partially filled, or empty. Other conditions include, for example, whether the medium is in motion, such as by using a mixing device, and may be determined by vibration or the like. In addition, conditions as to whether the process device is operating within specification during processing, such as vibrations, pressure shocks, etc. occurring in certain areas, may be detected by sensors.

Simple, low-cost sensors, such as tilt and/or oscillation sensors (in particular gyroscope or gyroscope-based sensors), temperature sensors and/or acoustic sensors (in particular sound sensors) and air humidity sensors, proximity sensors and/or acceleration sensors, are particularly preferred as sensors. Physical/chemical sensors, such as photochemical or electrochemical sensors, can also be used for the sensor device, especially when very cheap electrodes are used, such as stainless steel or graphite electrodes. Other low cost sensors include optical sensors, such as turbidity sensors. In MEMS designs, heat flow sensors can also be manufactured very economically. A variant of an electromagnetic flowmeter, which can also be produced very economically, is known from DE 102012102979a 1.

Preferably, however, all sensors of the sensor block are designed as MEMS components.

A first of the aforementioned sensor blocks comprises a first control and/or evaluation unit having at least one transmitting and receiving module for exchanging data with the first control and/or evaluation unit of the second sensor block. The other components of the control and/or evaluation unit can be, for example, a computing unit, in particular a CPU, and a data memory.

According to the invention, data is exchanged between the first and second sensor block, but preferably between all sensor blocks of the sensor device.

The first control and/or evaluation unit of the first sensor block and/or the second control and/or evaluation unit assigned to the sensor device is designed, i.e., formed, to determine a physical or chemical variable of the measurement medium found in the process plant and/or a process characteristic of the measurement medium.

During the determination, there is, among other things, a weighting of the values determined by each sensor block.

The weighting of the values, i.e. the measured values or the physical and/or chemical variables of the measuring medium and/or the process properties and/or the state of the process device calculated from them, can be carried out according to the following:

a) a change in a measurement value of at least one sensor of the sensor block;

b) position of sensor block in process device

And/or

c) The function of the sensor block.

Among other things, outliers can be ignored in the measurement value changes. If the measurement of a sensor is subject to a large change in measurement, the value of the sensor tends to have a lower weight.

An additional factor to weighting is the location of the sensor block within the process device. For example, sensor blocks in the first and second fifths of a process plant (i.e., values from sensor blocks disposed on the inlet or outlet side) may have a higher weight. In the case of mixed phases in a vessel or in a partially filled vessel, the weight of the sensor is particularly large in the region of the phase boundary or phase boundaries, whereas the weight may be considerably lower, for example at a pure liquid or gas phase.

The third factor of weighting is the function of the sensor block. The sensors of the sensor block are continuous measurement sensors which have been adjusted to the process state. On the other hand, sensor blocks that are temporarily switched on for measurement are often subject to some inaccuracy until they deliver a stable measurement value. As a result, the functions of the sensor block that are continuously measured or temporarily turned off are included in the weighting.

The weighting is preferably adaptive. In the event of an increased failure or aging of one or more sensors, the weights are adjusted and the determined values of the sensor blocks are included in the calculation with a lower weight, since they are more prone to errors.

Based on the communication between the sensors and the adjustment of the measurement data with different weights, it is possible to develop a group intelligence of the sensor device, which can continue to function even if the central control and/or evaluation unit fails, for example.

Further advantageous embodiments of the invention are the subject matter of the dependent claims.

It is advantageous if each of the sensor blocks has a control and/or evaluation unit which has at least one transmitting and receiving module for exchanging data with the control and/or evaluation units of the other sensor blocks of the sensor device. This ensures that all sensor blocks communicate with each other.

A plurality of different sensors can be arranged on the sensor block, which sensors are used to determine different physical or chemical variables of the measurement medium in the process plant and/or different process characteristics of the measurement medium. For example, a temperature sensor and an inclination sensor, which can also determine oscillations and thus viscosity, can be arranged on the sensor block.

It is also possible and advantageous if a plurality of sensors of the same type are arranged one behind the other in the sensor region in the flow direction or filling direction of the measurement medium on the sensor block. This allows for determining a trend prediction of subsequent measurement points in the process plant and/or implementing a monitoring function of the sensor block.

The first sensor block may advantageously have at least two operating states,

wherein the first operating state is used to monitor changes found in the process device with respect to a physical or chemical variable of the measurement medium and/or a process characteristic of the measurement medium and/or a state of the process device, and

wherein the second operating state is used to determine a physical or chemical variable of the measurement medium and/or a process characteristic of the measurement medium and/or a state of the process device, which is found in the process device.

Additionally, or alternatively, the first sensor block may have at least two operating states,

wherein the first operating state is used to determine a physical or chemical variable of the measurement medium and/or a process characteristic of the measurement medium and/or a state of the process device, which is found in the process device; and

wherein the second operating state is used for regulating and/or controlling one or more actuating devices of the process plant, such as valves and/or pumps, wherein the regulation is effected by the control and/or evaluation unit of the first sensor block.

In addition, a single sensor block or all of the sensor blocks may have other operating states in addition to or instead of the above-described operating states. Thus, a further operating state may be provided in which the control and/or evaluation unit receives and processes data from a plurality of sensor blocks. Such a sensor block can be located, for example, in a position in the process plant in which there is only a small change in the measured values, so that the computing power of the control and/or evaluation unit of the sensor block can be optimally utilized.

In the additional operating state, the sensor block may be set to standby if a signal to switch to the measurement mode is not received.

By distributing the functionality of the sensor block within the sensor device, it is possible to switch between the aforementioned or other operating states. Functions such as an evaluation function of the measured values of the plurality of sensor blocks, a monitoring function for initiating a state change of the other sensors from the standby mode, and the like may be performed by the sensor device itself. For example, the height of the fill level is detected and a monitoring function is assigned to the sensor block near the phase boundary.

During operation of the process plant, the allocation of functions to the sensor blocks can be altered by the sensor device. Thus, when the filling level in the tank decreases, the function may vary depending on the current level.

The control and/or evaluation unit of the first sensor block can be used in the method according to the invention to calculate, on the basis of the measured values determined by its sensors, the predicted values of the physical or chemical variables of the measuring medium found in the process plant and/or of the process characteristics of the measuring medium and/or of the state of the process plant at the measuring points of the first sensor block and, taking into account the geometry of the process plant, the predicted values of the physical or chemical variables of the measuring medium found in the process plant and/or of the process characteristics of the measuring medium and/or of the state of the process plant at the measuring points of the second sensor block (in particular of the adjacent sensor blocks) of the sensor arrangement.

Such a predicted value may be compared with a value determined by the second sensor block, and may be weighted based on the comparison and/or a result regarding the rationality of the determined value may be output.

Based on the determined values of the physical or chemical variable of the measuring medium and/or of the process property of the measuring medium in the process device and/or of the state of the process device, an overall value of such a variable and/or of such a process property of the process device and/or of the state of the process device can advantageously be output, wherein the measured values of the sensor blocks are weighted individually and taken into account in the calculation. The sensor block can thus transmit the sum of all values to a superordinate control and/or evaluation unit, i.e. a second central control and/or evaluation unit, in order to evaluate and output a state or variable or a process characteristic or a medium variable.

In addition to the total value, an uncertainty specification can be output, which takes into account the state of the sensor device. For example, the uncertainty specification may increase with the number of faulty sensors of one or more sensor blocks. The measurement function can then still be guaranteed by determining the auxiliary variables, but with a higher level of uncertainty.

The first sensor block, in particular all sensor blocks of the sensor arrangement, may also have a data memory, on which data records for the current sensor settings of adjacent sensor blocks are stored.

Preferably, when determining the filling level, the temperature and/or the flow rate of the measurement medium, the assignment of functions and the weighting of the specific sensor blocks can be performed on the basis of the position of the sensor block in the process plant according to the frequency of change of the state of the process plant at that position.

The measured values of the sensors for determining the different measured variables on the sensor block can be weighted differently depending on the position and the measured variable to be determined. For example, the weight of the measurement data of the respective sensors may be higher or lower depending on the changed operating state or function. For example, if the sensor block in a partially filled slot is below the phase boundary, the sensor used for conductivity measurement may receive a higher weight. However, if the cell is further drained during a production operation so that the sensor block is now above the phase boundary, the measurement data of the pressure measurement sensor may receive a higher weight than before.

The weighting of the position of the sensor block in the process device can be carried out in particular as a function of the state of the process device, for example the filling level and/or the temperature of the medium. For example, at a phase boundary, the values of the sensor block may be weighted significantly higher. This can also be shown by a temperature jump (phase transition from gaseous to liquid state).

Advantageously, the sensor group or subgroup triggers a control event, such as control of a pump or valve.

One or more sensor blocks may also overwrite control commands from a superordinate control and/or evaluation unit. For example, if an abnormal situation occurs, this enables the process device to react more quickly to such an abnormal situation.

In a preferred design variant, weighting can be performed separately depending on the value to be determined (e.g. temperature or pressure) and the position of the sensor block to determine such individual variables. For example, it is possible that for determining the pressure, the first sensor block is particularly highly weighted due to its position and for determining the temperature, the second sensor block is particularly highly weighted due to its position, for example, a higher weighting for the flow rate in the gas phase of the fill level at the interface near the pressure inlet and/or outlet.

Thus, the weighting depending on the position of the parameter may be different and may also be changed in the process, for example when the filling level is changed.

The group determines whether to overwrite the upper level control unit.

In general, the sensor device according to the invention can manage itself, for example, in the assignment of weights and functions.

The process device with the above sensor arrangement is further according to the invention.

Advantageous arrangements of the process device comprise the subject matter of the dependent claims.

In addition to the sensor device, the process plant may also contain one or more additional sensors, wherein data are exchanged between the sensor device and such additional sensors, so that the measurement data of such sensors can also be taken into account, for example, in the evaluation, control and self-management of the sensor device.

Furthermore, the process device can have one or more actuating devices, wherein data relating to the state of the one or more actuating devices are exchanged with the sensor device, so that the actuating devices can be controlled as a function of the exchanged data. For example, valves, pumps, heating elements, etc. should be considered actuating devices. For example, if the pump is running, it provides in this respect a signal that can be recalled by the sensor device, wherein the sensor device reacts by controlling and/or regulating valves or the like via the sensor block.

Drawings

The invention is explained in detail below on the basis of exemplary embodiments and with the aid of the figures. The figures show:

FIG. 1 is a schematic structure of a process plant having a sensor arrangement including a plurality of sensor blocks; and

fig. 2 a sensor block.

Detailed Description

Fig. 1 shows only an example of a process device 1 in the form of a tank. The process device is filled with a first liquid medium 3 and has a second gaseous medium 4, for example air or an inert gas, in the upper region. Thus, the liquid-gas phase boundary 5 is shown. Furthermore, the process device 1 has a pump 6 at an outlet 8 of the tank, which pump can be opened, partially opened or closed via a valve 7.

The process device 1 also has an inlet 9, wherein the inflow of the first medium and/or of the second medium can also be controlled and/or regulated via a valve 10.

The control and/or regulation of the inflow, outflow, temperature, residence time, etc. can be controlled by a superordinate control and/or evaluation unit 11, which superordinate control and/or evaluation unit 11 is also referred to as a second control and/or evaluation unit in the following.

The sensor means 18 are arranged along the process plant 1 as a network of sensor blocks 12 with a plurality of sensors 101 and 107 for determining different characteristic values. These sensors may include micro-electromechanical sensors (MEMS sensors).

Preferred sensors 101 and 107 are, for example, tilt and/or oscillation sensors (in particular based on gyroscopic sensors or gyroscopes), temperature sensors and/or acoustic sensors (in particular acoustic sensors), as well as air humidity sensors, proximity sensors and/or acceleration sensors.

Physical/chemical sensors, such as photochemical sensors and/or electrochemical sensors, can be used as sensor blocks, especially when very inexpensive electrodes (e.g., stainless steel or graphite electrodes) are used.

Within the scope of the present invention, so-called "air quality sensors" are also preferred sensors.

The sensors 101 and 107 are arranged in a pre-formed pattern on the support of the sensor block. Furthermore, the transmitting and/or receiving module may be arranged on the sensor block.

The cluster brought about by the support with the plurality of sensors 101 and 107 for detecting at least three different physical and/or chemical variables is also referred to below as sensor block 12.

Furthermore, a control and/or evaluation unit 100 may be arranged on the sensor block 12, which control and/or evaluation unit 100 will also be referred to as a first control and/or evaluation unit in the following. As shown in fig. 2, the sensor 101 and 107 may be connected to the first control and/or evaluation unit directly or via an additional sensor of the sensor block, among others.

Multiple sensor bricks 12, particularly multiple sensor bricks 12 having the same topology, are located at different locations along the pipe and/or trough.

The measurement data of most sensor blocks can be detected and managed throughout the acquisition system, for example by the control and/or evaluation unit 11. Optionally, the data of the entire sensor system, which are combined from the subgroups, in particular including the weighting data, can be forwarded from the sensor block to the superordinate control and/or evaluation unit.

The overall acquisition system also allows sensor blocks and/or individual sensors to be assigned according to priority and weighting.

For example, depending on the position of the sensor blocks, different weighting of the determined measurement values may be performed by the sensors of the respective sensor blocks.

The data transmission between the sensor blocks and/or between the sensor block 12 and the second control and/or evaluation unit can be wireless, for example by radio or by means of cables. Fig. 1 shows a signal path 13 between two sensor blocks 12 and a signal path 14 between one sensor block 12 and the second control and/or evaluation unit 11.

The second control and/or evaluation unit 11 can communicate via one or more signal paths 15 with the pump 6 or, if appropriate, also with the valves 7 and 10 in order to send control commands or to coordinate control events.

However, a single or a plurality of sensor blocks 12 may also communicate with the above-described components via signal paths 17.

In addition, the process device may also have sensors, such as pressure sensor 16, that are not assigned to sensor arrangement 18.

For example, sensor measurement data on the inlet and outlet sides of the piping system have a higher weight than sensor measurement data in the middle of the tank.

The sensor block may also preferably be an array, i.e. a sequence of a plurality of sensors of the same type, for example temperature sensors, arranged one after the other in a predetermined direction for determining a local trend behavior, for example a temperature increase, for example in the direction of flow, on a support of the sensor block 12.

Such local trend behavior (e.g. temperature jump) can be used to determine, for example, a medium change in a tank or a pipe.

Furthermore, the measurement of temperature variations by a temperature array having a known geometry of the process device allows the temperature development at a location downstream of the sensor to be estimated. Typically, when a local temperature increase is measured in a local downstream equipment section, a temperature change occurs due to increased mixing.

Due to the array of temperature sensors, the flow rate can be determined not only on the basis of the time variation of the individual temperature sensors arranged one after the other on the sensor block (e.g. at the entrance of the tank); in particular, in view of the geometrical specifications, a temperature prognosis can also be determined, for example for the temperature development in the middle of the cell.

By determining the predicted measurement value at the first measurement point by the sensors of the sensor block at the second, third and/or fourth measurement point, a plausibility check of the measurement value at the first measurement point may be performed. If the measurement is outside the tolerance range of the predicted measurement, the measurement may be ignored.

Alternatively or additionally, the function of the respective sensor block may be modified.

Furthermore, a state value is determined with respect to the operating state of the sensor block, which may be specific to the respective measurement variable and may be taken into account for future assignment of functions and weights as well as maintenance decisions (e.g. replacement of sensor blocks).

In the case of changes in the short-term measured values of the sensors of the sensor block (so-called "outliers"), plausibility checks can also be carried out by other sensors of the sensor block and/or the entire system, and incorrect measured values can be ignored in determining the physical and/or chemical variables of the measuring medium. If the measured value is again within the tolerance range during the subsequent measurement, the measured value can be considered again in the determination of the physical and/or chemical variables.

If no change in the measured values of the measured values occurs within the time interval, the measured values of the other sensors will be weighted more heavily when determining the physical and/or chemical variables and/or determining the predicted measured values of the sensors.

However, such predictive calculations are always subject to uncertainties that are taken into account when weighting the measurement data of the sensor blocks.

Furthermore, individual sensors of the sensor block, in particular individual sensors of the array, may fail. Within the scope of the invention, this does not necessarily lead to a malfunction of the sensor block or to a failure of the measured values of the sensor block, but rather to a reduction of the weight of the measured values in the case of one or more faulty sensors.

As a result, the weighting and plausibility check of the sensor data ensures that the population of all sensors in the sensor block corresponds to the predicted measured values at the measuring points and/or to the physical and/or chemical variables of the measuring medium.

In another aspect of the invention, weighting of the measured and predicted measurements results in a distribution of tasks throughout the system.

Thus, depending on the type of sensor and the position of the sensor block in the process plant, the individual sensors also assume other functions in addition to determining the measurement data. This may be a monitoring function, for example.

If the sensor detects a significant change in the current measurement value compared to the previous measurement value, sensors of additional sensor blocks and/or additional sensors of the same sensor block may be connected.

This is energy efficient and the sensitivity of the sensor to faults is reduced. The measurement performance of the entire sensor device is thus highly variable and is set and managed by the measurement and evaluation unit according to the temporal development of the measurement data.

In addition, sensor blocks may be installed at key points of the process plant, for example at the inlet and/or outlet regions of the process plant. They can interact with actuating devices (e.g., valves, etc.) of the process device to control the inflow and/or outflow rate of the measurement medium from the process device. In the case of detection of particularly hot or corrosive measuring media, this means that, for example with appropriate measurement in the inlet region, a zero flow can be set, and in the case of a tank, a zero filling speed can be set by controlling the valve using the sensor measurement data of the sensor block arranged at the inlet.

The distribution of functions and/or tasks among the various sensors on one or more sensor blocks may vary from one sensor to another; it is thus possible for the control and/or evaluation unit to assign new tasks and/or functions to the individual sensors. If a sensor has a strong fluctuation measure value and therefore has a lower weight, the monitoring function can be withdrawn therefrom and assigned to the new sensor.

In another aspect of the invention, each individual sensor block has a data memory and a transmitting and receiving unit. If the sensor and/or the sensor block is replaced, a data transmission of the sensor settings takes place at the current point in time.

In the case of replacement of a single sensor, this can be done by transferring the data into the data memory of the sensor block on which the sensor is arranged.

In the case of an exchange of the entire first sensor block, the data are transferred into the data memory of the adjacent second sensor block. While the first sensor block is in operation, a newly installed third replacement sensor block that replaces the first sensor block receives sensor settings from an adjacent second sensor block at a current point in time.

The transmitted sensor settings may include, among other things, the additional tasks and functions of individual sensors or of the entire sensor block, as well as the weighting of the sensor block and the sensors arranged thereon when measuring physical and/or chemical variables of the measuring medium, and the measuring range which the sensors have measured. This simplifies the calibration and adjustment of the sensors to the process, and the sensors of the third sensor block achieve the best measurement performance at an earlier point in time after installation.

In another aspect of the invention, the overall state of the device is determined by evaluating all measurement data. For example, the device is in one of the following states:

"in the best operating condition"

"within sufficient tolerance"

"outside the allowable tolerance range, but in a steady operating state", and

"in unstable operating state-starting emergency shutdown"

The sensor device according to the invention therefore constitutes a possibility of using the measurement data occurring in the process in order to achieve a continuous adaptation of the measurement in the sense of a self-learning system.