i4Q Prescriptive Analysis Tools (i4Q PA)
i4Q PA carries out a prescriptive analysis of a production line, considering manufacturing resources, current production planning and process condition, while also proposing process configuration parameters.
Project: i4Q
Publisher: IKERLAN, CERTH, EXOS
Technology: Digital twin
Industry: Industry
INTRODUCTION
The i4Q PA solution is a micro-service consisting of simulation models as services, taking as input the manufacturing resources, current production planning and process condition, and proposing process configuration parameters, ensuring that non-simulation experts may also exploit the prescriptive analysis.
FEATURES/BENEFITS
- Features:
- License
- Customisation
- Consultancy and Support
- Benefits:
- Run what-if analysis quickly
- Adopt the most efficient option quickly and make it scalable
- Build historical data
TECHNICAL INFORMATION
Code | i4Q PA | ||
Type | Micro-Service | ||
Technology Topic | FMI, Modelica, Ditto Project, ONNX | ||
Development | Python | ||
RESOURCES
How it works | Components | Interactions | Identifying technical relationships |
Select model | Select range of params | Depending on the selected model, the “Select range of params” will allow the user to select a set of model’s parameters and choose those parameters’ range. | |
Select range of parameters | Collect data | The “Collect data” component will acquire all the data needed to run a simulation, the “Select range of params” component’s variables range within all that data | |
Define evaluation criteria | In the process of carrying out a prescriptive analysis of a model, after selecting the range of parameters, the user’s following step would be selecting an evaluation algorithm. | ||
Collect data | Request simulations | Once the “Collect data” component has provided the “Request simulations” component all the required data to carry out a simulation, it will prepare the data to perform individual simulations. | |
Define evaluation criteria | Perform simulation ranking | In order to perform a simulation ranking, the “Perform simulation ranking” requires of the simulation’s results and a evaluation criterion, which will be provided by the “Define evaluation criteria” and “Get simulation results' ' components. | |
Get simulation results | |||
Perform simulation ranking | Visualize results | The “Visualize results” component displays the simulations’ and/or Get simulation rankings’ results. | |
Get simulation rankings’ results. results |
USE CASE
SERVICES LINKED
PUBLISHERS
IKERLAN - IKERLAN is since 1974 a leading center in technology transfer and in the contribution of competitive value to industry. We offer integral solutions combining different technological domains in two main areas: Electronics, Information and Communication Technologies (EICT), and Energy and Mechatronics. As a co-operative member of the MONDRAGON Corporation and the Basque Research and Technology Alliance (BRTA), IKERLAN maintains a sustainable, competitive business model in permanent transformation.
