Model-based optimisation for efficient use of resources and energy

Risultati finali

Evaluation and reporting of achieved process improvements

Evaluation and reporting of achieved process improvementsThis report will represent the evaluation results of the developed system in different demonstrators This includes evaluation of system performance achieved improvements and benefits

Guidelines for model set-up, validation and auto-calibration

Guidelines for model setup validation and autocalibrationCrosssectorial guidelines for model setup validation and autocalibration

Communication plan

Communication plan Plan for implementation of different communication actions of the project

Exploitation plan

Exploitation planFinal version of the exploitation plan Document will identify the exploitable results and how these should be exploited

Initial exploitation plan

Initial exploitation plan Document for the exploitation opportunities and plans for project result exploitation. Document will be updated throughout the project to keep track of potential opportunities as they are identified.

Dissemination plan

Dissemination plan Plan for dissemination activities to make the project outcomes visible and accessible to the different target stakeholders

Validation of process models

Validation of process modelsValidation and tuning of the enhanced models

List of generic KPIs to assess the system functionality and benchmarks for system validation on use cases

List of generic KPIs to assess the system functionality and benchmarks for system validation on use cases Deliverable D1.3 will list the generic KPIs to assess the system functionality and the criteria by which the project’s impact will be evaluated in WP5.

Layout of process models

Specification of application specific models (energy and mass balance, thermodynamics, heat transfer, product quality etc.) to be integrated into through-process monitoring, optimisation and control system

System requirements specification (SRS)

System requirements specification (SRS) Deliverable D1.2 will list the requirements derived from the use case for the developed system.

Setting up project content management system

Setting up project content management system Content management system will be used as a tool for coordination, document delivery and storage and internal communication.

Project website

Project website Creation of a project website for dissemination and communication purpose.

Pubblicazioni

Methods and Tools of Improving Steel Manufacturing Processes: Current State and Future Methods

Autori: Jere Backman, Vesa Kyllönen, Heli Helaakoski
Pubblicato in: IFAC-PapersOnLine, Numero 52/13, 2019, Pagina/e 1174-1179, ISSN 2405-8963
Editore: Elsevier
DOI: 10.1016/j.ifacol.2019.11.355

Steelmaking Process Optimised through a Decision Support System Aided by Self-Learning Machine Learning

Autori: Andreiana, Doru S., Luis E. Acevedo Galicia, Seppo Ollila, Carlos Leyva Guerrero, Álvaro Ojeda Roldán, Fernando Dorado Navas, and Alejandro del Real Torres
Pubblicato in: Processes, Numero 10, 2022, ISSN 2227-9717
Editore: MDPI
DOI: 10.3390/pr10030434

Optimisation of Operator Support Systems through Artificial Intelligence for the Cast Steel Industry: A Case for Optimisation of the Oxygen Blowing Process Based on Machine Learning Algorithms

Autori: Ojeda Roldán, Álvaro, Gert Gassner, Martin Schlautmann, Luis E. Acevedo Galicia, Doru S. Andreiana, Mikko Heiskanen, Carlos Leyva Guerrero, Fernando Dorado Navas, and Alejandro del Real Torres
Pubblicato in: Journal of Manufacturing and Materials Processing, Numero 6, 2022, ISSN 2504-4494
Editore: MDPI
DOI: 10.3390/jmmp6020034

Adaptive First Principles Model for the CAS-OB Process for Real-Time Applications

Autori: Kasper Linnestad; Seppo Ollila; Stein O. Wasbø; Agne Bogdanoff; Torstein Rotevatn
Pubblicato in: Metals, Numero 11, 2021, ISSN 2075-4701
Editore: MDPI
DOI: 10.3390/met11101554

Thermophysical Model for Online Optimization and Control of the Electric Arc Furnace

Autori: Sudi Jawahery; Ville-Valtteri Visuri; Stein O. Wasbø; Andreas Hammervold; Niko Hyttinen; Martin Schlautmann
Pubblicato in: Metals, Numero 11, 2021, ISSN 2075-4701
Editore: MDPI
DOI: 10.3390/met11101587

Explainable Steel Quality Prediction System Based on Gradient Boosting Decision Trees

Autori: Janne Takalo-Mattila, Mikko Heiskanen, Vesa Kyllönen, Leena Määttä, Agne Bogdanoff
Pubblicato in: IEEE Access, Numero 10, 2022, Pagina/e 68099 - 68110, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3185607

Model-Based Optimisation for Efficient Use of Resources and Energy

Autori: Heli Helaakoski, Seppo Ollila, Stein O. Wasbø, Torstein Rotevatn, Santiago Moreira, Martin Schlautmann, Jere Backman
Pubblicato in: Proceedings of the METEC & 4th ESTAD 2019, European Steel Technology and Application Days, 2019
Editore: -

Model predictive control of the AOD process for material and energy optimisation

Autori: Ville-Valtteri Visuri, Pentti Kupari, Andreas Hammervold, Stein O. Wasbø, Vera Peiss
Pubblicato in: Proceedings of the 9th International Conference on Modeling and Simulation of Metallurgical Processes in Steelmaking, 2021, Pagina/e 128–135, ISBN 978-3-200-07994-6
Editore: The Austrian Society for Metallurgy and Materials

Development and application of model-based software tools for raw material and energy optimisation at the Cast Steel production route – Results from MORSE project

Autori: Gassner, G., Fuchs, P., Schlautmann, M., Stubbe G., Jendryssek, U., Niehues, P., Leyva, C., Ojeda, A
Pubblicato in: Proceedings of the 5th ESTAD 2021, European Steel Technology and Application Days, 2021
Editore: -

Preliminary experiences from the application of model predictive control for the EAF process in stainless steelmaking

Autori: Ville-Valtteri Visuri, Sudi Jawahery, Niko Hyttinen, Stein O. Wasbø, Martin Schlautmann
Pubblicato in: Proceedings of the 4th European Academic Symposium on EAF Steelmaking, 2021, Pagina/e 42-43
Editore: Department for Industrial Furnaces and Heat Engineering, RWTH Aachen University

Risultati finali

Pubblicazioni

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