A knowledge-based training network for digitalisation of photosynthetic bioprocesses

Información del proyecto

DigitAlgaesation

Identificador del acuerdo de subvención: 955520

DOI

10.3030/955520

Proyecto cerrado

Fecha de la firma de la CE 24 Agosto 2020

Fecha de inicio 1 Marzo 2021

Fecha de finalización 28 Febrero 2025

Financiado con arreglo a

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coste total

€ 4 043 982,24

Aportación de la UE

€ 4 043 982,24

Coordinado por

UNIVERSITA DEGLI STUDI DI PADOVA
Italy

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (7)

Robust control strategy for a biofilm process
Model-based procedures for targeting and selection of mutants
Simulation tool and control strategy for multispecies systems
Conference presentations and articles

Conference presentations and scientific articles in peer-review journals

Special issue on Algal Research
Protocol for integrated monitoring system bases on-line mass balance
Articles on popular scientific magazines

Other (9)

Experiential training on production facility
Kick-off event

Kick-off event (minutes)

Digital twin based on reference process model (MGM)
Summer schools 1 and 2

Summer school 1 on automatic bioprocess control (responsible INRIA); Summer school 2 on microalgae process design (responsible WU).

Closure event

Closure event (minutes)

Local dissemination events

Local dissemination events (e.g. the European Researchers’ Night)

Embedded framework for control under weather uncertainty
Conferences

Attendance and organisation of conferences

Winter school

Winter school on business management

Websites, patent fillings, videos etc. (1)

Website and social media profiles

Website social media profiles and quarterly newletter

Publicaciones

Peer reviewed articles (22)

Influence of pH and dissolved oxygen control strategies on the performance of pilot-scale microalgae raceways using fertilizer or wastewater as the nutrient source

Autores: Rebecca Nordio, Emanuele Viviano, Ana Sánchez-Zurano, José González Hernández, Enrique Rodríguez-Miranda, José Luis Guzmán, Gabriel Acién
Publicado en: Journal of Environmental Management, Edición 345, 2025, Página(s) 118899, ISSN 0301-4797
Editor: Academic Press
DOI: 10.1016/j.jenvman.2023.118899

Online Monitoring of Haematococcus Lacustris Cell Cycle Using Machine and Deep Learning Techniques

Autores: Lars Stegemüller, Fiammetta Caccavale, Borja Valverde-Pérez, Irini Angelidaki
Publicado en: Bioresource Technology, Edición 418, 2024, Página(s) 131976, ISSN 0960-8524
Editor: Elsevier BV
DOI: 10.2139/ssrn.4912356

Solving for Exact Designs in Optimal Experiment Campaigns under Uncertainty

Autores: Marco Sandrin, Kennedy P. Kusumo, Constantinos C. Pantelides, Benoît Chachuat
Publicado en: IFAC-PapersOnLine, Edición 58, 2024, Página(s) 658-663, ISSN 2405-8963
Editor: Elsevier
DOI: 10.1016/j.ifacol.2024.08.412

Long-term assessment of the nutrient recovery capacity and biomass productivity of Scenedesmus almeriensis in raceway reactors using unprocessed urban wastewater

Autores: Rebecca Nordio, Francisco Javier Delgado, Ana Sánchez-Zurano, Jose Gonzalez Hernandez, Enrique Rodríguez-Miranda, José Luis Guzmán, Tomás Lafarga, Gabriel Acién
Publicado en: Bioresource Technology, Edición 369, 2024, Página(s) 128374, ISSN 0960-8524
Editor: Elsevier BV
DOI: 10.1016/j.biortech.2022.128374

Exploring microbial growth dynamics in a pilot-scale microalgae raceway fed with urban wastewater: Insights into the effect of operational variables

Autores: Rebecca Nordio, Solaima Belachqer-El Attar, Elisa Clagnan, Ana Sánchez-Zurano, Natalia Pichel, Emanuele Viviano, Fabrizio Adani, José Luis Guzmán, Gabriel Acién
Publicado en: Journal of Environmental Management, Edición 369, 2024, Página(s) 122385, ISSN 0301-4797
Editor: Academic Press
DOI: 10.1016/j.jenvman.2024.122385

Assessment of photosynthetic activity in dense microalgae cultures using oxygen production

Autores: Antoni Mateu Vera-Vives, Tim Michelberger, Tomas Morosinotto, Giorgio Perin
Publicado en: Plant Physiology and Biochemistry, Edición 208, 2024, Página(s) 108510, ISSN 0981-9428
Editor: Elsevier BV
DOI: 10.1016/j.plaphy.2024.108510

Improving microalgae growth modeling of outdoor cultivation with light history data using machine learning models: A comparative study

Autores: Yen-Cheng Yeh, Tehreem Syed, Gordon Brinitzer, Konstantin Frick, Ulrike Schmid-Staiger, Bernard Haasdonk, Günter E.M. Tovar, Felix Krujatz, Jonathan Mädler, Leon Urbas
Publicado en: Bioresource Technology, Edición 390, 2023, Página(s) 129882, ISSN 0960-8524
Editor: Elsevier BV
DOI: 10.1016/j.biortech.2023.129882

Synergistic effects of heterotrophic and phototrophic metabolism for Haematococcus lacustris grown under mixotrophic conditions

Autores: Lars Stegemüller, Borja Valverde-Pérez, Anders Thygesen, Irini Angelidaki
Publicado en: Journal of Applied Phycology, Edición 36, 2024, Página(s) 3175-3186, ISSN 0921-8971
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10811-024-03322-x

Strain Development in Microalgal Biotechnology—Random Mutagenesis Techniques

Autores: Richard Bleisch, Leander Freitag, Yob Ihadjadene, Una Sprenger, Juliane Steingröwer, Thomas Walther, Felix Krujatz
Publicado en: Life, Edición 12, 2022, Página(s) 961, ISSN 2075-1729
Editor: MDPI AG
DOI: 10.3390/life12070961

ABACO-2: a comprehensive model for microalgae-bacteria consortia validated outdoor at pilot-scale

Autores: Rebecca Nordio, Enrique Rodríguez-Miranda, Francesca Casagli, Ana Sánchez-Zurano, José Luis Guzmán, Gabriel Acién
Publicado en: Water Research, Edición 248, 2024, Página(s) 120837, ISSN 0043-1354
Editor: Elsevier BV
DOI: 10.1016/j.watres.2023.120837

An auto-adaptive heat transfer model predicting the temperature evolution in photobioreactors

Autores: A. Gharib, W. Djema, F. Casagli, O. Bernard
Publicado en: IFAC-PapersOnLine, Edición 56, 2024, Página(s) 9715-9720, ISSN 2405-8963
Editor: Elsevier
DOI: 10.1016/j.ifacol.2023.10.284

Software sensors in the monitoring of microalgae cultivations

Autores: Luis Porras Reyes, Ivo Havlik, Sascha Beutel
Publicado en: Reviews in Environmental Science and Bio/Technology, Edición 23, 2024, Página(s) 67-92, ISSN 1569-1705
Editor: Kluwer Academic Publishers
DOI: 10.1007/s11157-023-09679-8

Validation of an adaptive temperature model for closed microalgae cultivation systems

Autores: A. Gharib, W. Djema, P. Moñino Fernández, R. Chin-On, M. Janssen, O. Bernard
Publicado en: Algal Research, Edición 86, 2025, Página(s) 103838, ISSN 2211-9264
Editor: Elsevier BV
DOI: 10.1016/j.algal.2024.103838

Optimal control of photobioreactor accounting for photoinhibition and photoacclimation

Autores: J. Ignacio Fierro U, Benoît Chachuat, Olivier Bernard
Publicado en: IFAC-PapersOnLine, Edición 58, 2024, Página(s) 157-162, ISSN 2405-8963
Editor: Elsevier
DOI: 10.1016/j.ifacol.2024.08.330

Optimal control of microalgae culture accounting for photoinhibition and light attenuation

Autores: J. Ignacio Fierro U., Walid Djema, Olivier Bernard
Publicado en: IFAC-PapersOnLine, Edición 56, 2024, Página(s) 7222-7227, ISSN 2405-8963
Editor: Elsevier
DOI: 10.1016/j.ifacol.2023.10.329

Adaptive temperature model for microalgae cultivation systems

Autores: A. Gharib, W. Djema, F. Casagli, O. Bernard
Publicado en: Journal of Process Control, Edición 141, 2024, Página(s) 103280, ISSN 0959-1524
Editor: Butterworth Scientific Ltd.
DOI: 10.1016/j.jprocont.2024.103280

Non-destructive monitoring of microalgae biofilms

Autores: David Morgado, Andrea Fanesi, Thierry Martin, Sihem Tebbani, Olivier Bernard, Filipa Lopes
Publicado en: Bioresource Technology, Edición 398, 2024, Página(s) 130520, ISSN 0960-8524
Editor: Elsevier BV
DOI: 10.1016/j.biortech.2024.130520

Theoretical growth rate of microalgae under high/low-flashing light

Autores: J Ignacio Fierro Ulloa, Liu-Di Lu, Olivier Bernard
Publicado en: Journal of Mathematical Biology, Edición 86, 2023, Página(s) 48, ISSN 0303-6812
Editor: Springer Verlag
DOI: 10.1007/s00285-023-01871-2

Optimized Protocol for Microalgae DNA Staining with SYTO9/SYBR Green I, Based on Flow Cytometry and RSM Methodology: Experimental Design, Impacts and Validation

Autores: Yob Ihadjadene, Thomas Walther, Felix Krujatz
Publicado en: Methods and Protocols, Edición 5, 2022, Página(s) 76, ISSN 2409-9279
Editor: MDPI AG
DOI: 10.3390/mps5050076

Exploring the dynamics of astaxanthin production in <i>Haematococcus pluvialis</i> biofilms using a rotating biofilm‐based system

Autores: David Morgado, Andrea Fanesi, Thierry Martin, Sihem Tebbani, Olivier Bernard, Filipa Lopes
Publicado en: Biotechnology and Bioengineering, Edición 121, 2024, Página(s) 991-1004, ISSN 0006-3592
Editor: Wiley - V C H Verlag GmbbH & Co.
DOI: 10.1002/bit.28624

Droop model identification via model-based design of experiments to describe microalgae nitrogen uptake in continuous photobioreactors

Autores: Saccardo A., Felices Rando B., Sforza E., Bezzo F.
Publicado en: Chemical Engineering Journal, Edición Volume 468, 15 July 2023, 2023, ISSN 1385-8947
Editor: Elsevier BV
DOI: 10.1016/j.cej.2023.143577

A review on machine learning approaches for microalgae cultivation systems

Autores: Tehreem Syed, Felix Krujatz, Yob Ihadjadene, Gunnar Mühlstädt, Homa Hamedi, Jonathan Mädler, Leon Urbas
Publicado en: Computers in Biology and Medicine, Edición 172, 2024, Página(s) 108248, ISSN 0010-4825
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2024.108248

Book chapters (6)

Model-Based Design of Experiments for the identification of microalgae growth models with limiting nutrients

Autores: Alberto Saccardo, Beatriz Felices-Rando, Eleonora Sforza, Fabrizio Bezzo
Publicado en: Computer Aided Chemical Engineering, 33rd European Symposium on Computer Aided Process Engineering, 2023, Página(s) 2137-2142
Editor: Elsevier
DOI: 10.1016/b978-0-443-15274-0.50340-1

Wastewater treatment by microalgae-based processes

Autores: F. G. Acien, C. Gómez, A. Morillas, A. Zouhayr, A. Sanchez, R. Nordio, E. Rodriguez, J. L. Guzman, J. M. Fernández-Sevilla
Publicado en: Algal Systems for Resource Recovery from Waste and Wastewater, 2023, Página(s) 77-102
Editor: IWA Publishing
DOI: 10.2166/9781789063547_0077

LSTM-based soft sensor for the prediction of microalgae growth

Autores: Tehreem Syed, Shyam Kalliadan, Jonathan Mädler, Kris Laukens, Luc Roef, Leon Urbas
Publicado en: Computer Aided Chemical Engineering, 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, 2025, Página(s) 3145-3150
Editor: Elsevier
DOI: 10.1016/b978-0-443-28824-1.50525-1

Microalgae-related wastewater treatment for more sustainable water reuse and nutrient recycling

Autores: Rebecca Nordio, Ana Sánchez-Zurano, Enrique Rodríguez, Ainoa Morillas-España, José González-Hernández, José Luis Guzmán, Gabriel Acién
Publicado en: Sustainable Industrial Processes Based on Microalgae, 2024, Página(s) 83-105
Editor: Elsevier
DOI: 10.1016/b978-0-443-19213-5.00005-4

Desarrollo de un sensor virtual basado en la medición de la conductividad para la monitorización de nutrientes en cultivos de microalgas. Un estudio preliminar

Autores: Nordio, Rebecca; Sanchez Zurano, Ana; Rodríguez Miranda, Enrique; Guzmán, José Luis; Acién, Gabriel
Publicado en: Repositorio da Universidade da Coruña - XLIII Jornadas de Automática: libro de actas, Edición 4, 2022, Página(s) 102, ISBN 978-84-9749-841-8
Editor: Universidade da Coruña, Servizo de Publicacións
DOI: 10.17979/spudc.9788497498418.0102

Integrating effort- and gradient-based approaches in optimal design of experimental campaigns

Autores: Marco Sandrin, Benoît Chachuat, Constantinos C. Pantelides
Publicado en: Computer Aided Chemical Engineering, 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, 2025, Página(s) 313-318
Editor: Elsevier
DOI: 10.1016/b978-0-443-28824-1.50053-3