From 92dc38d2816369b4e3986c95c85235506a47b19a Mon Sep 17 00:00:00 2001 From: Prasad Talasila Date: Mon, 11 Mar 2024 11:28:18 +0100 Subject: [PATCH] Updates example docs (#600) --- SECURITY.md | 3 +- docs/redirect-page.html | 5 + docs/user/examples/examples.drawio | 630 ++++++++++-------- docs/user/examples/flex-cell/README.md | 110 ++- docs/user/examples/flex-cell/dt-structure.png | Bin 75852 -> 272924 bytes .../user/examples/flex-cell/pt-dt-details.png | Bin 0 -> 215283 bytes 6 files changed, 419 insertions(+), 329 deletions(-) create mode 100644 docs/user/examples/flex-cell/pt-dt-details.png diff --git a/SECURITY.md b/SECURITY.md index 91aed179a..ff01daa05 100644 --- a/SECURITY.md +++ b/SECURITY.md @@ -6,7 +6,8 @@ We are currently providing security updates for: | Version | Supported | | ------- | ------------------ | -| 0.3.0 | :white_check_mark: | +| 0.4.0 | :white_check_mark: | +| 0.3.0 | :x: | | 0.2.0 | :x: | | 0.1.0 | :x: | diff --git a/docs/redirect-page.html b/docs/redirect-page.html index d53a7ed1d..742a397bb 100644 --- a/docs/redirect-page.html +++ b/docs/redirect-page.html @@ -60,6 +60,11 @@ Online PDF + + Version 0.4.0 + Online + PDF + Version 0.3.0 Online diff --git a/docs/user/examples/examples.drawio b/docs/user/examples/examples.drawio index 3817a1373..ea4494284 100755 --- a/docs/user/examples/examples.drawio +++ b/docs/user/examples/examples.drawio @@ -1,6 +1,6 @@ - + - + @@ -934,92 +934,95 @@ - - + + - + + + + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + @@ -1029,16 +1032,16 @@ - + - + - + - + @@ -1048,19 +1051,19 @@ - + - + - + - + - + @@ -1068,7 +1071,7 @@ - + @@ -1076,166 +1079,182 @@ - + - + - + - + - + - + - + - + - + - + - + - + - - + + + + + + + + - - + + - + - + - + - + - + - + - - - - - - - - - - - - - - - - + - + - + - + - + - + - + - + - - + + + + + + + + + + + + + + + + + + + + - + + + + - + - + - - + + - + - + - + - - + + - - + + - - + + + + - - + + - - + + - - + + + + - - + + - + - + - + - + @@ -1243,7 +1262,7 @@ - + @@ -1251,324 +1270,349 @@ - + - + - + - - - - - + + + + - + - - + + - - + + - + - + - + - + - - - - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - - - + + - - - - + + - - - - + + - - + + - + - + - + - - + + - + - - - - + + - - + + - - - - + - - + + - + - - - - - + + - - + + - - + + - - - - + - - + + - + - + - + - + - - - + + + - + - - + + - - + + - + - + - - + + + + + - + - + - + + + + - - - - + + + + - - + + - + - + - + - - - - + + + + - - - - - - - + + - - - - + + - - - - + + - - + + - - + + - - + + - + - - + + - + - - + + - - + + - + - - + + - - + + - - + + - - + + - + + + + - - + + - + - - + + + - - - - - - + + - + - - + - - + + - - + + - - + + - + - - + + + + + + + + - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/docs/user/examples/flex-cell/README.md b/docs/user/examples/flex-cell/README.md index 9ecc9a388..1257cda1c 100644 --- a/docs/user/examples/flex-cell/README.md +++ b/docs/user/examples/flex-cell/README.md @@ -14,14 +14,14 @@ Therefore, it is possible to send (X,Y,Z) commands to both robots, which refer to the target hole and height they want should move to. The flex-cell case study is managed using the `TwinManager` -(formerly `DTManager`), which is packed as a jar library in the tools, +(formerly `DT Manager`), which is packed as a jar library in the tools, and run from a java main file. The `TwinManager` uses Maestro as a slave for co-simulation, so it generates the output of the co-simulation and can interact with the real robots at the same time (with the proper configuration and setup). The mainfile can be changed according to the application scope, i.e., -the `/workspace/examples/tools/flex-cell/FlexCell.java` can be +the `/workspace/examples/tools/flex-cell/FlexCellDTaaS.java` can be manipulated to get a different result. The `/workspace/examples/models/flex-cell/` folder contains @@ -39,11 +39,43 @@ the co-simulation output and the current state of the physical twins. ## Example Structure -![Flex-cell system architecture with the DT Manager](dt-structure.png) +The example structure represents the components of the flex-cell +DT implementation using the `TwinManager` architecture. + +The TwinManager orchestrates the flex-cell DT via the *Flex-cell DT System*, +which is composed of 2 smaller Digital Twins, namely, the *DT UR5e* and +the *DT Kuka lbr iiwa 7*. +The TwinManager also provides the interface for the Physical Twins, +namely, *PT UR5e* and *PT Kuka lbr iiwa 7*. Each Physical Twin +and Digital Twin System has a particular endpoint (with a different +specialization), which is initialized from configuration files and +data model (twin schema). + +The current endpoints used in this implementation are: + +| Digital or Physical Twin | Endpoint | +|:---|:---| +| Flex-cell DT System | MaestroEndpoint | +| DT UR5e | FMIEndpoint | +| DT Kuka lbr iiwa 7 | FMIEndpoint | +| PT UR5e | MQTTEndpoint and RabbitMQEndpoint | +| PT Kuka lbr iiwa 7 | MQTTEndpoint and RabbitMQEndpoint | + +The Flex-cell DT System uses another configuration to be integrated +with the Maestro co-simulation engine. + +In the lower part, the Flex-cell System represents the composed +physical twin, including the two robotic arms and controller and +the Flex-cell Simulation is the mock-up representation for the real system, +which is implemented by FMU blocks and their connections. + +![Flex-cell system architecture with the TwinManager](dt-structure.png) + +![Internals of PT and DT](pt-dt-details.png) ## Digital Twin Configuration -This example uses seven models, five tools, six data, two functions, +This example uses seven models, five tools, six data files, two functions, and one script. The specific assets used are: | Asset Type | Names of Assets | Visibility | Reuse in Other Examples | @@ -57,10 +89,10 @@ and one script. The specific assets used are: | | rmq-vhost.fmu | Private | Yes | | Tool | maestro-2.3.0-jar-with-dependencies.jar | Common | Yes | | | TwinManagerFramework-0.0.2.jar | Private | Yes | -| | urinterface | Private | No | +| | urinterface (installed with pip) | Private | No | | | kukalbrinterface | Private | No | | | robots_flexcell | Private | No | -| | FlexCell.java (main script) | Private | No | +| | FlexCellDTaaS.java (main script) | Private | No | | Data | publisher-flexcell-physical.py | Private | No | | | ur5e_mqtt_publisher.py | Private | No | | | connections.conf | Private | No | @@ -78,16 +110,16 @@ The lifecycles that are covered include: 1. Preparing the credentials for connections in the prepare phase. 1. Execution of the experiment in the execution phase. 1. Saving experiments in the save phase. -1. Plotting the results of the co-simulation and the real data coming from -1. the robots in the analyze phase. -1. Terminating the background processes and cleaning up the outputs - in the termination phase. +1. Plotting the results of the co-simulation and the real data coming + from the robots in the analyze phase. +1. Terminating the background processes and cleaning up the outputs in + the termination phase. | Lifecycle Phase | Completed Tasks | | --------- | ------- | -| Create | Installs Java Development Kit for Maestro tool, Compiles source code of DTManager to create a usable jar package (used as tool) | +| Create | Installs Java Development Kit for Maestro tool, Compiles source code of TwinManager to create a usable jar package (used as tool) | | Prepare | Takes the RabbitMQ and MQTT credentials in connections.conf file and configures different assets of DT. | -| Execute | The DT Manager executes the flex-cell DT and produces output in `data/flex-cell/output` directory | +| Execute | The TwinManager executes the flex-cell DT and produces output in `data/flex-cell/output` directory | | Save | Save the experimental results | | Analyze | Uses plotting functions to generate plots of co-simulation results | | Terminate | Terminating the background processes | @@ -98,7 +130,7 @@ The lifecycles that are covered include: To run the example, change your present directory. ```bash -cd /workspace/examples/digital twins/flex-cell +cd /workspace/examples/digital_twins/flex-cell ``` If required, change the execute permission of lifecycle scripts @@ -122,8 +154,9 @@ Now, run the following scripts: ### Create -Installs Open Java Development Kit 11 and pip dependencies. -Also creates `DTManager` tool (DTManager-0.0.1-Maestro.jar) from source code. +Installs Open Java Development Kit 11 and a python virtual environment with pip dependencies. +Also builds the ```TwinManager``` tool (TwinManagerFramework-0.0.2.jar) +from source code. ```bash lifecycle/create @@ -134,9 +167,9 @@ lifecycle/create Configure different assets of DT with these credentials. The `functions/flex-cell/prepare.py` script is used for this purpose. The only thing needed to set up the connection is to update the file -`/workspace/examples/data/flex-cell/connections.conf` with +`/workspace/examples/data/flex-cell/input/connections.conf` with the connection parameters for MQTT and RabbitMQ and then execute -the ```prepare``` script. +the `prepare` script. ```bash lifecycle/prepare @@ -146,15 +179,17 @@ The following files are updated with the configuration information: 1. `/workspace/examples/digital_twins/flex-cell/kuka_actual.conf` 1. `/workspace/examples/digital_twins/flex-cell/ur5e_actual.conf` -1. `/workspace/examples/tools/flex-cell/publisher-flexcell-physical.py` +1. `/workspace/examples/data/flex-cell/input/publisher-flexcell-physical.py` 1. `modelDescription.xml` for the RabbitMQFMU require special credentials to connect to the RabbitMQ and the MQTT brokers. ### Execute -Execute the flex-cell digital twin using DTManager. DTManager in-turn runs +Execute the flex-cell digital twin using TwinManager. TwinManager in-turn runs the co-simulation using Maestro. Generates the co-simulation output.csv file at `/workspace/examples/data/flex-cell/output`. +The execution needs to be stopped with `control + c` since +the `TwinManager` runs the application in a non-stopping loop. ```bash lifecycle/execute @@ -164,13 +199,17 @@ lifecycle/execute Each execution of the DT is treated as a single run. The results of one execution are saved as time-stamped co-simulation output file in -The DT Manager executes the flex-cell digital twin and produces output +The TwinManager executes the flex-cell digital twin and produces output in `data/flex-cell/output/saved_experiments` directory. ```bash -lifecycle/execute +lifecycle/save ``` +The `execute` and `save` scripts can be executed in that order any number of +times. A new file `data/flex-cell/output/saved_experiments` directory +with each iteration. + ### Analyze There are dedicated plotting functions in `functions/flex-cell/plots.py`. @@ -202,19 +241,19 @@ lifecycle/clean Executing this Digital Twin will generate a co-simulation output, but the results can also be monitored from updating -the `/workspace/examples/tools/flex-cell/FlexCell.java` with +the `/workspace/examples/tools/flex-cell/FlexCellDTaaS.java` with a specific set of `getAttributeValue` commands, such as shown in the code. That main file enables the online execution and comparison on Digital Twin and Physical Twin at the same time and at the same abstraction level. The output is generated to the `/workspace/examples/data/flex-cell/output` folder. -In case a specific experiments is to be saved, the `save` +In case a specific experiments is to be saved, the **save** lifecycle script stores the co-simulation results into the `/workspace/examples/data/flex-cell/output/saved_experiments` folder. -In the default example, the co-simulation is run for 10 seconds in -steps of 0.5 seconds. +In the default example, the co-simulation is run for 11 seconds in +steps of 0.2 seconds. This can be modified for a longer period and different step size. The output stored in `outputs.csv` contains the joint position of both robotic arms and the current discrete (X,Y,Z) position of @@ -229,21 +268,22 @@ When connected to the real robots, the tools `urinterface` and The [RabbitMQ FMU](https://github.com/INTO-CPS-Association/fmu-rabbitmq) github repository contains complete documentation and source code of -the rmq-vhost.fmu. +the **rmq-vhost.fmu**. -More information about the DT Manager and the case study is available in: +More information about the TwinManager (formerly DT Manager) and +the case study is available in: 1. D. Lehner, S. Gil, P. H. Mikkelsen, P. G. Larsen and M. Wimmer, "An Architectural Extension for Digital Twin Platforms to Leverage Behavioral Models," 2023 IEEE 19th International Conference on - Automation Science and Engineering (CASE), Auckland, - New Zealand, 2023, pp. 1-8, doi: 10.1109/CASE56687.2023.10260417. + Automation Science and Engineering (CASE), Auckland, New Zealand, + 2023, pp. 1-8, doi: 10.1109/CASE56687.2023.10260417. 1. S. Gil, P. H. Mikkelsen, D. Tola, C. Schou and P. G. Larsen, - "A Modeling Approach for Composed Digital Twins in Cooperative - Systems," 2023 IEEE 28th International Conference on Emerging - Technologies and Factory Automation (ETFA), Sinaia, Romania, 2023, - pp. 1-8, doi: 10.1109/ETFA54631.2023.10275601. -1. S. Gil, C. Schou, P. H. Mikkelsen, and P. G. Larsen, “Integrating - Skills into Digital Twins in Cooperative Systems,” in 2024 IEEE/SICE + "A Modeling Approach for Composed Digital Twins in Cooperative Systems," + 2023 IEEE 28th International Conference on Emerging Technologies + and Factory Automation (ETFA), Sinaia, Romania, 2023, pp. 1-8, + doi: 10.1109/ETFA54631.2023.10275601. +1. S. Gil, C. Schou, P. H. Mikkelsen, and P. G. Larsen, “Integrating Skills + into Digital Twins in Cooperative Systems,” in 2024 IEEE/SICE International Symposium on System Integration (SII), 2024, pp. 1124–1131, doi: 10.1109/SII58957.2024.10417610. diff --git a/docs/user/examples/flex-cell/dt-structure.png b/docs/user/examples/flex-cell/dt-structure.png index cf63ea70f9e6b78b1109a38afeb19997c6826a94..f4358ae4fd35f6c0031ee7d6749f714a7907b03c 100644 GIT binary patch literal 272924 zcmeFZbx_r7*Eg<+2!e`1ihyzyBn6aCQBf2@r8Zp~RJt1k6qOW_P6H9xba#WYDMh-J zM!Fk*>x-Oow&(UY&pq$+&->1t866pcYhTyu_^kC@_O|4qgVYE2?AdeZ#`P3e)O1F*t17&Cyo+bbtS#* z|K{+ndW03}TP=?8U<; zB&GkKzSuq`=U)BlqEcRc>ToaBd&=Pvg;3=D^x_^wYCaLg?a)cBdSXLN_`aV=v> zZP)gys%1%`iQb&h*IAkQUNwE`cT!KFAeL&VxhWipE46IrXW&;Wo!2KRC{#_wZ#Fc( zBP6|#DZMQ?d4e(0@-E3Kfy}fc<~F}O(4Gvmm;V>-jnUZeyqKs_l~cT!WIGlctQ}=H z{CwXLp$kD8&Z|m#q3HhO(JNO-2xe>PiKLy)W{2aX!&qwk)Qz9H*Hr3%B5n0hRd)!knU3_vpDM#I#iu)Xp ztXPjWJ?$uclP=!zbGM#N=JbhF`<$ep+nRamrDLh6r1j+7$=L5W2mNUh?>p@+OK;WC z;r`>#{{fX0dw_=uobZ>Vecof;#nvD&j`>AaDs 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