Configurable digital twin

Abstract

A method simulates aspects of a system. The method includes: (a) creating models of a system, wherein each individual model describes a specific aspect of the system, (b) determining for each model an initial first data record containing specific data used only by the model and an initial second data record containing common data used by the model and at least one other model, (c) selecting a first model and a second model, (d) determining updated first and second data records on the basis of the initial first data record for the first model and the initial second data records, and (e) determining updated first and second data records for the second model based on the initial first data record for the second model, the updated second data record for the first model and the initial second data records for all of the models except for the first model.

Claims

1. A method for simulating a plurality of aspects of a system, the method comprises the steps of: creating a plurality of models of the system, wherein each individual model describes a specific aspect of the system; determining an initial first data record and an initial second data record for each of the models, wherein the initial first data record containing specific data used only by the model, and wherein the initial second data record containing common data used by the model and at least one other model; selecting a first model and a second model from the plurality of models; determining an updated first data record and an updated second data record for the first model on a basis of the initial first data record for the first model and initial second data records; determining an updated first data record and an updated second data record for the second model on a basis of the initial first data record for the second model, the updated second data record for the first model and the initial second data records for all of the models in the plurality of models except for the first model; selecting a third model from the plurality of models; determining an updated first data record and an updated second data record for the third model on a basis of the initial first data record for the third model, the updated second data record for the first model, the updated second data record for the second model and the initial second data records for all of the models in the plurality of models except for the first model and the second model; and performing the selecting of the first model, the second model and the third model from the plurality of models by a user.

2. The method according to claim 1, which further comprises checking updated first data records and updated second data records and, on a basis of the checking: again selecting a new first model, a new second model and possibly a new third model from the plurality of models; and again determining updated first data records and updated second data records for selected new models.

3. The method according to claim 1, which further comprises: determining a further updated first data record and a further updated second data record for the first model on a basis of the updated first data record for the first model and updated second data records; and determining a further updated first data record and a further updated second data record for the second model on a basis of the updated first data record for the second model, the further updated second data record for the first model and the updated second data records for all of the models in the plurality of models except for the first model.

4. The method according to claim 3, which further comprises: determining a further updated first data record and a further updated second data record for the third model on a basis of the updated first data record for the third model, the further updated second data record for the first model, the further updated second data record for the second model and the updated second data records for all of the models in the plurality of models except for the first model and the second model.

5. The method according to claim 3, wherein the updated first data records and the updated second data records correspond to a first time and wherein further updated first data records and further updated second data records correspond to a second time.

6. An apparatus for simulating a plurality of aspects of a system, the apparatus comprising: a data memory; and a processor configured to perform a method as claimed in claim 1.

7. A non-transitory computer readable medium having a plurality of computer-executable instructions that, when executed by a processor of a computer system, cause said processor to perform a method for simulating a plurality of aspects of a system, the processor configured to: create a plurality of models of the system, wherein each individual model describes a specific aspect of the system; determine an initial first data record and an initial second data record for each of the models, wherein the initial first data record containing specific data used only by the model, and wherein the initial second data record containing common data used by the model and at least one other model; select a first model and a second model from the plurality of models; determine an updated first data record and an updated second data record for the first model on a basis of the initial first data record for the first model and initial second data records; determine an updated first data record and an updated second data record for the second model on a basis of the initial first data record for the second model, the updated second data record for the first model and the initial second data records for all of the models in the plurality of models except for the first model; select a third model from the plurality of models; determine an updated first data record and an updated second data record for the third model on a basis of the initial first data record for the third model, the updated second data record for the first model, the updated second data record for the second model and the initial second data records for all of the models in the plurality of models except for the first model and the second model; and perform the selecting of the first model, the second model and the third model from the plurality of models by a user.

Description

BRIEF DESCRIPTION OF THE SEVERAL VIEWS OF THE DRAWING

(1) FIG. 1 is an illustration showing a model of a system having multiple aspects and common data according to an exemplary embodiment of the invention;

(2) FIG. 2 is an illustration showing a data structure according to an exemplary embodiment of the invention;

(3) FIG. 3 is an illustration showing simulation data records for multiple successive times; and

(4) FIG. 4 is an illustration showing the sequence of a simulation and configuration process according to an exemplary embodiment of the invention.

DETAILED DESCRIPTION OF THE INVENTION

(5) It is pointed out that the embodiments described below are merely a limited selection of possible variant embodiments of the invention.

(6) Referring now to the figures of the drawings in detail and first, particularly to FIG. 1 thereof, there is shown a model M of a system having multiple aspects A, B, C, D, E, F and common data GD according to an exemplary embodiment of the invention. The individual aspects A, B, C, D, E, F may be for example different aspects of a power supply company, such as for example a model of an electrical supply grid, a maintenance model, an energy trade model, a financial model, etc. Each model A, B, C, D, E, F uses at least some of the common data GD.

(7) FIG. 2 shows a data structure S according to an exemplary embodiment of the invention. In this example, the model contains three aspects A, B, C and the data structure has two data records for each aspect, namely a first data record containing model-specific data, i.e. data that are relevant only to the respective aspect, and a second data record containing common data, i.e. data that are relevant to the respective aspect and to at least one further aspect. More specifically, FIG. 2 shows a first data record A0 containing specific data for the aspect A and a second data record A0′ containing common data for the aspect A and at least one of the two further aspects B, C. Similarly, FIG. 2 shows a first data record B0 containing specific data for the aspect B, a second data record B0′ containing common data for the aspect B and at least one of the two further aspects A, C, a first data record C0 containing specific data for the aspect C and a second data record C0′ containing common data for the aspect C and at least one of the two further aspects A, B. The fact that the data records A0′, B0′, C0′ are common data records is depicted in FIG. 2 by dashed dividing lines.

(8) FIG. 3 shows simulation data records S1, S2, S3 for multiple successive times T1, T2, T3. More specifically, FIG. 3 shows a first simulation data record S1 containing first (model-specific) data records A1, B1, C1 and second (common) data records A1′, B1′, C1′. The simulation data record S1 represents the modelled system at the time T1. In the same manner, the second simulation data record S2 containing first data records A2, B2, C2 and second data records A2′, B2′, C2′ represents the state of the modelled system at the later time T2. The third simulation data record S3 containing first data records A3, B3, C3 and second data records A3′, B3′, C3′ represents the state of the modelled system at the even later time T3. The data records S1, S2, S3 are each calculated on the basis of preceding data records S0 (not shown), S1 and S2, as described in more detail below in conjunction with FIG. 4.

(9) FIG. 4 shows the flow of a configuration and simulation process according to an exemplary embodiment of the invention. Following creation of a plurality of models of a system describing specific aspects A, B, C of the system, an initial first data record A0, B0, C0 containing model-specific data (i.e. data that are used only by the respective model) and an initial second data record A0′, B0′, C0′ containing common data (i.e. data that are used by the respective model and at least one further model) are respectively determined for each model A, B, C at the time T0 in method step 10. This is accomplished by inputting suitable starting values, which correspond to the time T0, for the individual models A, B, C and performing appropriate simulations, as indicated by “Sim A”, “Sim B”, “Sim C” in FIG. 4.

(10) Next, updated data records are determined for each model at the subsequent time T1 as follows. The user selects one of the models or aspects A, B, C as a first model. In the example shown, the user selects the model A as first model and in method step 21 an updated first data record A1 containing updated model-specific data and an updated second data record A1′ containing updated common data are determined for the model A. This determination is based on the initial model-specific data record A0 and the three common data records A0′, B0′, C0′.

(11) A second model, in this example the model B, is now selected. This selecting can be performed together (i.e. simultaneously) with the selecting of the first model or only after method step 21. In method step 22, an updated first data record B1 containing updated model-specific data and an updated second data record B1′ containing updated common data are determined for the selected second model B. This determination is based on the initial model-specific data record B0 for the model B, the updated second data record A1′ for the first selected model A, determined previously in method step 21, and the initial second data records for all of the models except the first model A, i.e. the common data records B0′, C0′ for the models B and C.

(12) Similarly, a third model, in this example the model C, is now selected. This can be accomplished together (i.e. simultaneously) with the selecting of the first and/or second model or only after method step 22. In method step 23, an updated first data record C1 containing updated model-specific data and an updated second data record C1′ containing updated common data are determined for the selected third model C. This determination is based on the initial model-specific data record C0 for the model C, the updated second data record A1′ for the first selected model A, determined previously in method step 21, the updated second data record B1′ for the second selected model B, determined previously in method step 22, and the initial second data records for all of the models except the first model A and the second model B, i.e. the common data record C0′ for the model C.

(13) In systems having more than three aspects and corresponding models, the process is similar until updated first and second data records have been determined for all models.

(14) After each individual determination step 21, 22, 23 an automatic check on the determined data records takes place. If the result of this automatic check is that inadmissible data, e.g. values outside a predefined range, have been determined then the applicable determination step 21, 22, 23 is repeated, the calculations on which the determination is based being changed or optimized where possible.

(15) After all of the determination steps 21, 22, 23 have been performed successfully, the user then has the opportunity to check the updated data records and, if necessary, data derived (e.g. calculated) therefrom. If the result of this check is that the data are not, or appear not to be, reliable then method steps 21, 22, 23 are repeated as shown by the arrow 30, with the first, second and third models being selected by the user differently than previously in order to change the dependencies between the individual models.

(16) The user can therefore easily configure the simulation program and thereby achieve an optimum simulation for the whole system with all aspects.

LIST OF REFERENCE SIGNS

(17) M Model GD Common data A Aspect/model B Aspect/model C Aspect/model D Aspect/model E Aspect/model F Aspect/model S Data record A.sub.0′ Common data record A.sub.0 Model-specific data record B.sub.0′ Common data record B.sub.0 Model-specific data record C.sub.0′ Common data record C.sub.0 Model-specific data record S1 Data record A.sub.1′ Common data record A.sub.1 Model-specific data record B.sub.1′ Common data record B.sub.1 Model-specific data record C.sub.1′ Common data record C.sub.1 Model-specific data record T1 Time S2 Data record A.sub.2′ Common data record A.sub.2 Model-specific data record B.sub.2′ Common data record B.sub.2 Model-specific data record C.sub.2′ Common data record C.sub.2 Model-specific data record T2 Time S3 Data record A.sub.3′ Common data record A.sub.3 Model-specific data record B.sub.3′ Common data record B.sub.3 Model-specific data record C.sub.3′ Common data record C.sub.3 Model-specific data record T3 Time 10 Method step 21 Method step 22 Method step 23 Method step 30 Arrow