A knowledge-based training network for digitalisation of photosynthetic bioprocesses

Project Information

DigitAlgaesation

Grant agreement ID: 955520

DOI

10.3030/955520

Project closed

EC signature date 24 August 2020

Start date 1 March 2021

End date 28 February 2025

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 4 043 982,24

EU contribution

€ 4 043 982,24

Coordinated by

UNIVERSITA DEGLI STUDI DI PADOVA
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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

Publications

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

Author(s): Rebecca Nordio, Emanuele Viviano, Ana Sánchez-Zurano, José González Hernández, Enrique Rodríguez-Miranda, José Luis Guzmán, Gabriel Acién
Published in: Journal of Environmental Management, Issue 345, 2025, Page(s) 118899, ISSN 0301-4797
Publisher: Academic Press
DOI: 10.1016/j.jenvman.2023.118899

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

Author(s): Lars Stegemüller, Fiammetta Caccavale, Borja Valverde-Pérez, Irini Angelidaki
Published in: Bioresource Technology, Issue 418, 2024, Page(s) 131976, ISSN 0960-8524
Publisher: Elsevier BV
DOI: 10.2139/ssrn.4912356

Solving for Exact Designs in Optimal Experiment Campaigns under Uncertainty

Author(s): Marco Sandrin, Kennedy P. Kusumo, Constantinos C. Pantelides, Benoît Chachuat
Published in: IFAC-PapersOnLine, Issue 58, 2024, Page(s) 658-663, ISSN 2405-8963
Publisher: 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

Author(s): Rebecca Nordio, Francisco Javier Delgado, Ana Sánchez-Zurano, Jose Gonzalez Hernandez, Enrique Rodríguez-Miranda, José Luis Guzmán, Tomás Lafarga, Gabriel Acién
Published in: Bioresource Technology, Issue 369, 2024, Page(s) 128374, ISSN 0960-8524
Publisher: 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

Author(s): Rebecca Nordio, Solaima Belachqer-El Attar, Elisa Clagnan, Ana Sánchez-Zurano, Natalia Pichel, Emanuele Viviano, Fabrizio Adani, José Luis Guzmán, Gabriel Acién
Published in: Journal of Environmental Management, Issue 369, 2024, Page(s) 122385, ISSN 0301-4797
Publisher: Academic Press
DOI: 10.1016/j.jenvman.2024.122385

Assessment of photosynthetic activity in dense microalgae cultures using oxygen production

Author(s): Antoni Mateu Vera-Vives, Tim Michelberger, Tomas Morosinotto, Giorgio Perin
Published in: Plant Physiology and Biochemistry, Issue 208, 2024, Page(s) 108510, ISSN 0981-9428
Publisher: 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

Author(s): Yen-Cheng Yeh, Tehreem Syed, Gordon Brinitzer, Konstantin Frick, Ulrike Schmid-Staiger, Bernard Haasdonk, Günter E.M. Tovar, Felix Krujatz, Jonathan Mädler, Leon Urbas
Published in: Bioresource Technology, Issue 390, 2023, Page(s) 129882, ISSN 0960-8524
Publisher: Elsevier BV
DOI: 10.1016/j.biortech.2023.129882

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

Author(s): Lars Stegemüller, Borja Valverde-Pérez, Anders Thygesen, Irini Angelidaki
Published in: Journal of Applied Phycology, Issue 36, 2024, Page(s) 3175-3186, ISSN 0921-8971
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10811-024-03322-x

Strain Development in Microalgal Biotechnology—Random Mutagenesis Techniques

Author(s): Richard Bleisch, Leander Freitag, Yob Ihadjadene, Una Sprenger, Juliane Steingröwer, Thomas Walther, Felix Krujatz
Published in: Life, Issue 12, 2022, Page(s) 961, ISSN 2075-1729
Publisher: MDPI AG
DOI: 10.3390/life12070961

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

Author(s): Rebecca Nordio, Enrique Rodríguez-Miranda, Francesca Casagli, Ana Sánchez-Zurano, José Luis Guzmán, Gabriel Acién
Published in: Water Research, Issue 248, 2024, Page(s) 120837, ISSN 0043-1354
Publisher: Elsevier BV
DOI: 10.1016/j.watres.2023.120837

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

Author(s): A. Gharib, W. Djema, F. Casagli, O. Bernard
Published in: IFAC-PapersOnLine, Issue 56, 2024, Page(s) 9715-9720, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.1016/j.ifacol.2023.10.284

Software sensors in the monitoring of microalgae cultivations

Author(s): Luis Porras Reyes, Ivo Havlik, Sascha Beutel
Published in: Reviews in Environmental Science and Bio/Technology, Issue 23, 2024, Page(s) 67-92, ISSN 1569-1705
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11157-023-09679-8

Validation of an adaptive temperature model for closed microalgae cultivation systems

Author(s): A. Gharib, W. Djema, P. Moñino Fernández, R. Chin-On, M. Janssen, O. Bernard
Published in: Algal Research, Issue 86, 2025, Page(s) 103838, ISSN 2211-9264
Publisher: Elsevier BV
DOI: 10.1016/j.algal.2024.103838

Optimal control of photobioreactor accounting for photoinhibition and photoacclimation

Author(s): J. Ignacio Fierro U, Benoît Chachuat, Olivier Bernard
Published in: IFAC-PapersOnLine, Issue 58, 2024, Page(s) 157-162, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.1016/j.ifacol.2024.08.330

Optimal control of microalgae culture accounting for photoinhibition and light attenuation

Author(s): J. Ignacio Fierro U., Walid Djema, Olivier Bernard
Published in: IFAC-PapersOnLine, Issue 56, 2024, Page(s) 7222-7227, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.1016/j.ifacol.2023.10.329

Adaptive temperature model for microalgae cultivation systems

Author(s): A. Gharib, W. Djema, F. Casagli, O. Bernard
Published in: Journal of Process Control, Issue 141, 2024, Page(s) 103280, ISSN 0959-1524
Publisher: Butterworth Scientific Ltd.
DOI: 10.1016/j.jprocont.2024.103280

Non-destructive monitoring of microalgae biofilms

Author(s): David Morgado, Andrea Fanesi, Thierry Martin, Sihem Tebbani, Olivier Bernard, Filipa Lopes
Published in: Bioresource Technology, Issue 398, 2024, Page(s) 130520, ISSN 0960-8524
Publisher: Elsevier BV
DOI: 10.1016/j.biortech.2024.130520

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

Author(s): J Ignacio Fierro Ulloa, Liu-Di Lu, Olivier Bernard
Published in: Journal of Mathematical Biology, Issue 86, 2023, Page(s) 48, ISSN 0303-6812
Publisher: 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

Author(s): Yob Ihadjadene, Thomas Walther, Felix Krujatz
Published in: Methods and Protocols, Issue 5, 2022, Page(s) 76, ISSN 2409-9279
Publisher: MDPI AG
DOI: 10.3390/mps5050076

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

Author(s): David Morgado, Andrea Fanesi, Thierry Martin, Sihem Tebbani, Olivier Bernard, Filipa Lopes
Published in: Biotechnology and Bioengineering, Issue 121, 2024, Page(s) 991-1004, ISSN 0006-3592
Publisher: 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

Author(s): Saccardo A., Felices Rando B., Sforza E., Bezzo F.
Published in: Chemical Engineering Journal, Issue Volume 468, 15 July 2023, 2023, ISSN 1385-8947
Publisher: Elsevier BV
DOI: 10.1016/j.cej.2023.143577

A review on machine learning approaches for microalgae cultivation systems

Author(s): Tehreem Syed, Felix Krujatz, Yob Ihadjadene, Gunnar Mühlstädt, Homa Hamedi, Jonathan Mädler, Leon Urbas
Published in: Computers in Biology and Medicine, Issue 172, 2024, Page(s) 108248, ISSN 0010-4825
Publisher: 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

Author(s): Alberto Saccardo, Beatriz Felices-Rando, Eleonora Sforza, Fabrizio Bezzo
Published in: Computer Aided Chemical Engineering, 33rd European Symposium on Computer Aided Process Engineering, 2023, Page(s) 2137-2142
Publisher: Elsevier
DOI: 10.1016/b978-0-443-15274-0.50340-1

Wastewater treatment by microalgae-based processes

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

LSTM-based soft sensor for the prediction of microalgae growth

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

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

Author(s): Rebecca Nordio, Ana Sánchez-Zurano, Enrique Rodríguez, Ainoa Morillas-España, José González-Hernández, José Luis Guzmán, Gabriel Acién
Published in: Sustainable Industrial Processes Based on Microalgae, 2024, Page(s) 83-105
Publisher: 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

Author(s): Nordio, Rebecca; Sanchez Zurano, Ana; Rodríguez Miranda, Enrique; Guzmán, José Luis; Acién, Gabriel
Published in: Repositorio da Universidade da Coruña - XLIII Jornadas de Automática: libro de actas, Issue 4, 2022, Page(s) 102, ISBN 978-84-9749-841-8
Publisher: Universidade da Coruña, Servizo de Publicacións
DOI: 10.17979/spudc.9788497498418.0102

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

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