Improved energy and resource efficiency by better coordination of production in the process industries

Información del proyecto

CoPro

Identificador del acuerdo de subvención: 723575

DOI 10.3030/723575

Proyecto cerrado

Fecha de la firma de la CE 20 Julio 2016

Fecha de inicio 1 Noviembre 2016

Fecha de finalización 30 Junio 2020

Financiado con arreglo a

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Advanced manufacturing and processing

Coste total € 6 537 270,00

Aportación de la UE € 6 059 645,00

Coordinado por

TECHNISCHE UNIVERSITAT DORTMUND
Germany

Resultado final

Documents, reports (31)

Report on the installations in the plants
Report on new multi modal HMI concepts
Final Report on techniques for plant-wide reactive scheduling
Communication and dissemination strategy
Report on an integrated framework for batch control and scheduling
Report on online model adaptation
First report on tools for anomaly detection
Report on optimisation of production changeovers in flexible multi-product plants
Preliminary report on optimisation methods for large plants with discrete and continuous degrees of freedom
Report on the outreach activities to the industries
Final report on equipment degradation modelling
Requirement specification and functional design specification of the CoPro model management platform
Report on HMI requirements
Report on dynamic data reconciliation of large scale processes
Report on the use of OTS in plant-wide optimisation and control
Initial report on standardisation activities
Report on feasibility studies of the implementation of the CoPro solutions in different sectors
Report on the efficient construction of efficient models
First Report on techniques for plant-wide reactive scheduling

First Report on techniques for plantwide reactive scheduling

First report on methods for distributed optimisation of plants with shared resources
Report on soft sensors for the use cases
Report on LC assessment tools based on the results of MORE and EPOS
Report on price-based coordination with discrete decisions and the potential for coordination between different companies in an industrial park
Report on model quality monitoring, model uncertainty quantification, and model maintenance
Report on automatic rule extraction methods and results
Training concept and courses outline
Final Report on Standardisation activities
Report on contribution of CoPro to SPIRE impacts
Report on model reduction for optimisation and control
Report on the integration of management of electric power into site-wide scheduling and optimisation of large process plants
Requirement specification and functional design specification of the CoPro integration framework

Websites, patent fillings, videos etc. (1)

Web platform

Demonstrators, pilots, prototypes (3)

Prototype of the CoPro model management platform and report
Prototype of the CoPro integration framework
Prototype software for anomaly detection and report on application results

Publicaciones

Peer reviewed articles (21)

Comparison of dual based optimization methods for distributed trajectory optimization of coupled semi-batch processes

Autores: Lukas Samuel Maxeiner, Sebastian Engell
Publicado en: Optimization and Engineering, Edición 21/3, 2020, Página(s) 761-802, ISSN 1389-4420
Editor: Kluwer Academic Publishers
DOI: 10.1007/s11081-020-09499-7

Coordination of coupled systems of systems with quadratic approximation

Autores: Simon Wenzel, Sebastian Engell
Publicado en: IFAC-PapersOnLine, Edición 52/3, 2019, Página(s) 132-137, ISSN 2405-8963
Editor: Elsevier
DOI: 10.1016/j.ifacol.2019.06.023

Robust integrated production-maintenance scheduling for an evaporation network

Autores: C.G. Palacín, J.L. Pitarch, C. Jasch, C.A. Méndez, C. de Prada
Publicado en: Computers & Chemical Engineering, Edición 110, 2018, Página(s) 140-151, ISSN 0098-1354
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.compchemeng.2017.12.005

Adaptive pricing for optimal resource allocation in industrial production sites * *The work leading to this publication has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 723575 (CoPro, spire2030.eu/copro) in the framework of the SPIRE PPP and it has received funding under the grant agreement No 611281 (FP7 ICT project DYMASOS,

Autores: Simon Wenzel, Radoslav Paulen, Benedikt Beisheim, Stefan Krämer, Sebastian Engell
Publicado en: IFAC-PapersOnLine, Edición 50/1, 2017, Página(s) 12446-12451, ISSN 2405-8963
Editor: Elsevier
DOI: 10.1016/j.ifacol.2017.08.1919

Hierarchical MPC of batch reactors with shared resources * *The work leading to this publication has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 723575 (CoPro, spire2030.eu/copro) in the framework of the SPIRE PPP and it has received funding under the grant agreement No 611281 (FP7 ICT project DYMASOS, dymasos.eu).

Autores: Lukas S. Maxeiner, Sebastian Engell
Publicado en: IFAC-PapersOnLine, Edición 50/1, 2017, Página(s) 12041-12046, ISSN 2405-8963
Editor: Elsevier
DOI: 10.1016/j.ifacol.2017.08.2103

Apoyo a la toma de decisión en una red de evaporadores industriales

Autores: Marc Kalliski, José Luis Pitarch, Christian Jasch, César De Prada
Publicado en: Revista Iberoamericana de Automática e Informática industrial, Edición 16/1, 2018, Página(s) 26, ISSN 1697-7912
Editor: Universidad Politecnica de Valencia
DOI: 10.4995/riai.2018.9233

DEVELOPING GREY-BOX DYNAMIC PROCESS MODELS

Autores: C. de Prada, D. Hose, G. Gutierrez, J.L. Pitarch
Publicado en: IFAC-PapersOnLine, Edición 51/2, 2018, Página(s) 523-528, ISSN 2405-8963
Editor: Elsevier
DOI: 10.1016/j.ifacol.2018.03.088

An optimization model for site-wide scheduling of coupled production plants with an application to the ammonia network of a petrochemical site

Autores: Simon Wenzel, Yannik-Noel Misz, Keivan Rahimi-Adli, Benedikt Beisheim, Ralf Gesthuisen, Sebastian Engell
Publicado en: Optimization and Engineering, 2019, ISSN 1389-4420
Editor: Kluwer Academic Publishers
DOI: 10.1007/s11081-019-09429-2

A Systematic Grey-Box Modeling Methodology via Data Reconciliation and SOS Constrained Regression

Autores: José Pitarch, Antonio Sala, César de Prada
Publicado en: Processes, Edición 7/3, 2019, Página(s) 170, ISSN 2227-9717
Editor: MDPI AG
DOI: 10.3390/pr7030170

A Sum-Of-Squares Constrained Regression Approach for Process Modeling

Autores: José L. Pitarch, Antonio Sala, César de Prada
Publicado en: IFAC-PapersOnLine, Edición 52/1, 2019, Página(s) 754-759, ISSN 2405-8963
Editor: Elsevier
DOI: 10.1016/j.ifacol.2019.06.152

Optimal Coordination Of Batch Processes with Shared Resources

Autores: Carlos G. Palacín, Cesar de Prada
Publicado en: IFAC-PapersOnLine, Edición 52/1, 2019, Página(s) 826-831, ISSN 2405-8963
Editor: Elsevier
DOI: 10.1016/j.ifacol.2019.06.164

Slots Startup Synchronization with Shared Resources Dependency

Autores: Palacín, Carlos G.; Méndez, Carlos A.; Prada Moraga, César de
Publicado en: Chemical Engineering Transactions, Edición 74, 2019, Página(s) 1321-1326, ISSN 2283-9216
Editor: AIDIC
DOI: 10.3303/CET1974221

An efficient hierarchical market-like coordination algorithm for coupled production systems based on quadratic approximation

Autores: S. Wenzel, F. Riedl, S. Engell
Publicado en: Computers & Chemical Engineering, Edición 134, 2020, Página(s) 106704, ISSN 0098-1354
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.compchemeng.2019.106704

An accelerated dual method based on analytical extrapolation for distributed quadratic optimization of large-scale production complexes

Autores: Lukas Samuel Maxeiner, Sebastian Engell
Publicado en: Computers & Chemical Engineering, Edición 135, 2020, Página(s) 106728, ISSN 0098-1354
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.compchemeng.2020.106728

Optimization-Based Scheduling for the Process Industries: From Theory to Real-Life Industrial Applications

Autores: Georgios P. Georgiadis, Apostolos P. Elekidis, Michael C. Georgiadis
Publicado en: Processes, Edición 7/7, 2019, Página(s) 438, ISSN 2227-9717
Editor: MDPI
DOI: 10.3390/pr7070438

Optimal production scheduling of food process industries

Autores: Georgios P. Georgiadis, Borja Mariño Pampín, Daniel Adrián Cabo, Michael C. Georgiadis
Publicado en: Computers & Chemical Engineering, Edición 134, 2020, Página(s) 106682, ISSN 0098-1354
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.compchemeng.2019.106682

Production Scheduling of Consumer Goods Industries

Autores: Apostolos P. Elekidis, Francesc Corominas, Michael C. Georgiadis
Publicado en: Industrial & Engineering Chemistry Research, Edición 58/51, 2019, Página(s) 23261-23275, ISSN 0888-5885
Editor: American Chemical Society
DOI: 10.1021/acs.iecr.9b04907

Energy performance analysis of continuous processes using surrogate models

Autores: Benedikt Beisheim, Keivan Rahimi-Adli, Stefan Krämer, Sebastian Engell
Publicado en: Energy, Edición 183, 2019, Página(s) 776-787, ISSN 0360-5442
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2019.05.176

Hierarchical aggregation of energy performance indicators in continuous production processes

Autores: Benedikt Beisheim, Stefan Krämer, Sebastian Engell
Publicado en: Applied Energy, Edición 264, 2020, Página(s) 114709, ISSN 0306-2619
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2020.114709

Model-Based Real Time Operation of the Freeze-Drying Process

Autores: Carlos Vilas, Antonio A. Alonso, Eva Balsa-Canto, Estefanía López-Quiroga, Ioan Cristian Trelea
Publicado en: Processes, Edición 8/3, 2020, Página(s) 325, ISSN 2227-9717
Editor: MDPI
DOI: 10.3390/pr8030325

Decision support system for a heat-recovery section with equipment degradation

Autores: Maria P. Marcos, José Luis Pitarch, César de Prada
Publicado en: Decision Support Systems, 2020, Página(s) 113380, ISSN 0167-9236
Editor: Elsevier BV
DOI: 10.1016/j.dss.2020.113380

Conference proceedings (9)

Robust multi-objective scheduling in an evaporation network

Autores: Gómez Palacín, Carlos; Pitarch, José Luis; de Prada, César; Méndez, Carlos Alberto
Publicado en: 25th Mediterranean Conference on Control and Automation (MED), Edición 2017, 2017, Página(s) 666-671, ISBN 978-1-5090-4533-4
Editor: IEEE
DOI: 10.1109/MED.2017.7984194

Online decision support for an evaporation network

Autores: Pitarch, José Luis; Gómez Palacín, Carlos; Prada, César de; Kalliski, Marc; Jasch, Christian
Publicado en: Actas de las XXXVIII Jornadas de Automática, Edición Annual, 2017, Página(s) 575-581, ISBN 978-84-16664-74-0
Editor: Universidad de Oviedo

Real time optimization of the sterilization process in a canning industry

Autores: Carlos Vilas, Antonio A. Alonso
Publicado en: Actas de las XXXIX Jornadas de Automática, Badajoz, 5-7 de Septiembre de 2018, Edición 2018, 2020, Página(s) 657-663, ISBN 9788-497497565
Editor: Universidade da Coruña. Servizo de Publicacións
DOI: 10.17979/spudc.9788497497565.0657

Modelling and real-time optimisation of an industrial cooling-water network

Autores: Maria P. Marcos, Jose Luis Pitarch, Cesar de Prada, Christian Jasch
Publicado en: 2018 22nd International Conference on System Theory, Control and Computing (ICSTCC), Edición Annual, 2018, Página(s) 591-596, ISBN 978-1-5386-4444-7
Editor: IEEE
DOI: 10.1109/ICSTCC.2018.8540655

An operational model for the optimal operation of the freeze-drying process

Autores: Carlos Vilas, Antonio Alonso, Eva Balsa-Canto, Estefanía López Quiroga, Cristian Trelea
Publicado en: Libro de actas, Edición 06/09/2019, 2019, Página(s) 623-630, ISBN 9788-497497169
Editor: Universidade da Coruña. Servizo de Publicacións
DOI: 10.17979/spudc.9788497497169.623

Real-time optimisation for a heat-recovery section with equipment degradation

Autores: María P. Marcos, José Luis Pitarch, César de Prada
Publicado en: Libro de actas, Edición Annual, 2019, Página(s) 513-519, ISBN 9788-497497169
Editor: Universidade da Coruña. Servizo de Publicacións
DOI: 10.17979/spudc.9788497497169.513

Modelado para operación óptima de un sistema de refrigeración industrial

Autores: María P. Marcos, José Luis Pitarch, Christian Jasch, César de Prada
Publicado en: Actas de las XXXIX Jornadas de Automática, Badajoz, 5-7 de Septiembre de 2018, Edición Annual, 2020, Página(s) 702-709, ISBN 9788-497497565
Editor: Universidade da Coruña. Servizo de Publicacións
DOI: 10.17979/spudc.9788497497565.0702

Ayuda al operario en la distribución óptima de carga entre equipos equivalentes

Autores: Carlos Gómez Palacín, César de Prada, José Luis Pitarch
Publicado en: Actas de las XXXIX Jornadas de Automática, Badajoz, 5-7 de Septiembre de 2018, Edición Annual, 2020, Página(s) 742-747, ISBN 9788-497497565
Editor: Universidade da Coruña. Servizo de Publicacións
DOI: 10.17979/spudc.9788497497565.0742

Machine learning and the digital era from a Process Systems Engineering perspective

Autores: Jose Luis Pitarch, Cesar de Prada
Publicado en: 10th EUROSIM Congress, Edición 2019, 2019, Página(s) 12, ISBN 9783-901608926
Editor: ARGESIM

Book chapters (7)

Virtual splitting of shared resource networks for price-based coordination with portfolio tariffs

Autores: Simon Wenzel, Lukas Samuel Maxeiner, Sebastian Engell
Publicado en: 28th European Symposium on Computer Aided Process Engineering, Edición 43, 2018, Página(s) 301-306, ISBN 9780-444642356
Editor: Elsevier
DOI: 10.1016/b978-0-444-64235-6.50056-5

Price-based coordination of interconnected systems with access to external markets

Autores: Lukas S. Maxeiner, Simon Wenzel, Sebastian Engell
Publicado en: 13th International Symposium on Process Systems Engineering (PSE 2018), Edición 44, 2018, Página(s) 877-882, ISBN 9780-444642417
Editor: Elsevier
DOI: 10.1016/b978-0-444-64241-7.50141-5

Production Scheduling of Multi-Stage, Multi-product Food Process Industries

Autores: Georgios P. Georgiadis, Chrysovalantou Ziogou, Georgios Kopanos, Manuel Garcia, Daniel Cabo, Miguel Lopez, Michael C. Georgiadis
Publicado en: 28th European Symposium on Computer Aided Process Engineering, Edición 43, 2018, Página(s) 1075-1080, ISBN 9780-444642356
Editor: Elsevier
DOI: 10.1016/b978-0-444-64235-6.50188-1

Optimal distributed load allocation and resource utilisation in evaporation plants

Autores: Maria P. Marcos, Jose L. Pitarch, Christian Jasch, Cesar de Prada
Publicado en: 29th European Symposium on Computer Aided Process Engineering, Edición 46, 2019, Página(s) 979-984, ISBN 9780-128186343
Editor: Elsevier
DOI: 10.1016/b978-0-12-818634-3.50164-8

On the Optimization of Production Scheduling in Industrial Food Processing Facilities

Autores: Georgios P. Georgiadis, Chrysovalantou Ziogou, Georgios Kopanos, Borja Marino Pampín, Daniel Cabo, Miguel Lopez, Michael C. Georgiadis
Publicado en: 29th European Symposium on Computer Aided Process Engineering, Edición 46, 2019, Página(s) 1297-1302, ISBN 9780-128186343
Editor: Elsevier
DOI: 10.1016/b978-0-12-818634-3.50217-4

Optimal short-term Scheduling of Industrial Packing Facilities

Autores: Apostolos P. Elekidis, Francese Coraminas, Michael C. Georgiadis
Publicado en: 29th European Symposium on Computer Aided Process Engineering, Edición 46, 2019, Página(s) 1183-1188, ISBN 9780-128186343
Editor: Elsevier
DOI: 10.1016/b978-0-12-818634-3.50198-3

A model identification approach for the evaluation of plant efficiency

Autores: Keivan Rahimi-Adli, Patrick D. Schiermoch, Benedikt Beisheim, Simon Wenzel, Sebastian Engell
Publicado en: 29th European Symposium on Computer Aided Process Engineering, Edición 46, 2019, Página(s) 913-918, ISBN 9780-128186343
Editor: Elsevier
DOI: 10.1016/b978-0-12-818634-3.50153-3