A knowledge-based training network for digitalisation of photosynthetic bioprocesses

Informazioni relative al progetto

DigitAlgaesation

ID dell’accordo di sovvenzione: 955520

DOI

10.3030/955520

Progetto chiuso

Data della firma CE 24 Agosto 2020

Data di avvio 1 Marzo 2021

Data di completamento 28 Febbraio 2025

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale

€ 4 043 982,24

Contributo UE

€ 4 043 982,24

Coordinato da

UNIVERSITA DEGLI STUDI DI PADOVA
Italy

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Pubblicazioni

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

Autori: Rebecca Nordio, Emanuele Viviano, Ana Sánchez-Zurano, José González Hernández, Enrique Rodríguez-Miranda, José Luis Guzmán, Gabriel Acién
Pubblicato in: Journal of Environmental Management, Numero 345, 2025, Pagina/e 118899, ISSN 0301-4797
Editore: Academic Press
DOI: 10.1016/j.jenvman.2023.118899

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

Autori: Lars Stegemüller, Fiammetta Caccavale, Borja Valverde-Pérez, Irini Angelidaki
Pubblicato in: Bioresource Technology, Numero 418, 2024, Pagina/e 131976, ISSN 0960-8524
Editore: Elsevier BV
DOI: 10.2139/ssrn.4912356

Solving for Exact Designs in Optimal Experiment Campaigns under Uncertainty

Autori: Marco Sandrin, Kennedy P. Kusumo, Constantinos C. Pantelides, Benoît Chachuat
Pubblicato in: IFAC-PapersOnLine, Numero 58, 2024, Pagina/e 658-663, ISSN 2405-8963
Editore: 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

Autori: Rebecca Nordio, Francisco Javier Delgado, Ana Sánchez-Zurano, Jose Gonzalez Hernandez, Enrique Rodríguez-Miranda, José Luis Guzmán, Tomás Lafarga, Gabriel Acién
Pubblicato in: Bioresource Technology, Numero 369, 2024, Pagina/e 128374, ISSN 0960-8524
Editore: 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

Autori: Rebecca Nordio, Solaima Belachqer-El Attar, Elisa Clagnan, Ana Sánchez-Zurano, Natalia Pichel, Emanuele Viviano, Fabrizio Adani, José Luis Guzmán, Gabriel Acién
Pubblicato in: Journal of Environmental Management, Numero 369, 2024, Pagina/e 122385, ISSN 0301-4797
Editore: Academic Press
DOI: 10.1016/j.jenvman.2024.122385

Assessment of photosynthetic activity in dense microalgae cultures using oxygen production

Autori: Antoni Mateu Vera-Vives, Tim Michelberger, Tomas Morosinotto, Giorgio Perin
Pubblicato in: Plant Physiology and Biochemistry, Numero 208, 2024, Pagina/e 108510, ISSN 0981-9428
Editore: 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

Autori: Yen-Cheng Yeh, Tehreem Syed, Gordon Brinitzer, Konstantin Frick, Ulrike Schmid-Staiger, Bernard Haasdonk, Günter E.M. Tovar, Felix Krujatz, Jonathan Mädler, Leon Urbas
Pubblicato in: Bioresource Technology, Numero 390, 2023, Pagina/e 129882, ISSN 0960-8524
Editore: Elsevier BV
DOI: 10.1016/j.biortech.2023.129882

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

Autori: Lars Stegemüller, Borja Valverde-Pérez, Anders Thygesen, Irini Angelidaki
Pubblicato in: Journal of Applied Phycology, Numero 36, 2024, Pagina/e 3175-3186, ISSN 0921-8971
Editore: Kluwer Academic Publishers
DOI: 10.1007/s10811-024-03322-x

Strain Development in Microalgal Biotechnology—Random Mutagenesis Techniques

Autori: Richard Bleisch, Leander Freitag, Yob Ihadjadene, Una Sprenger, Juliane Steingröwer, Thomas Walther, Felix Krujatz
Pubblicato in: Life, Numero 12, 2022, Pagina/e 961, ISSN 2075-1729
Editore: MDPI AG
DOI: 10.3390/life12070961

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

Autori: Rebecca Nordio, Enrique Rodríguez-Miranda, Francesca Casagli, Ana Sánchez-Zurano, José Luis Guzmán, Gabriel Acién
Pubblicato in: Water Research, Numero 248, 2024, Pagina/e 120837, ISSN 0043-1354
Editore: Elsevier BV
DOI: 10.1016/j.watres.2023.120837

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

Autori: A. Gharib, W. Djema, F. Casagli, O. Bernard
Pubblicato in: IFAC-PapersOnLine, Numero 56, 2024, Pagina/e 9715-9720, ISSN 2405-8963
Editore: Elsevier
DOI: 10.1016/j.ifacol.2023.10.284

Software sensors in the monitoring of microalgae cultivations

Autori: Luis Porras Reyes, Ivo Havlik, Sascha Beutel
Pubblicato in: Reviews in Environmental Science and Bio/Technology, Numero 23, 2024, Pagina/e 67-92, ISSN 1569-1705
Editore: Kluwer Academic Publishers
DOI: 10.1007/s11157-023-09679-8

Validation of an adaptive temperature model for closed microalgae cultivation systems

Autori: A. Gharib, W. Djema, P. Moñino Fernández, R. Chin-On, M. Janssen, O. Bernard
Pubblicato in: Algal Research, Numero 86, 2025, Pagina/e 103838, ISSN 2211-9264
Editore: Elsevier BV
DOI: 10.1016/j.algal.2024.103838

Optimal control of photobioreactor accounting for photoinhibition and photoacclimation

Autori: J. Ignacio Fierro U, Benoît Chachuat, Olivier Bernard
Pubblicato in: IFAC-PapersOnLine, Numero 58, 2024, Pagina/e 157-162, ISSN 2405-8963
Editore: Elsevier
DOI: 10.1016/j.ifacol.2024.08.330

Optimal control of microalgae culture accounting for photoinhibition and light attenuation

Autori: J. Ignacio Fierro U., Walid Djema, Olivier Bernard
Pubblicato in: IFAC-PapersOnLine, Numero 56, 2024, Pagina/e 7222-7227, ISSN 2405-8963
Editore: Elsevier
DOI: 10.1016/j.ifacol.2023.10.329

Adaptive temperature model for microalgae cultivation systems

Autori: A. Gharib, W. Djema, F. Casagli, O. Bernard
Pubblicato in: Journal of Process Control, Numero 141, 2024, Pagina/e 103280, ISSN 0959-1524
Editore: Butterworth Scientific Ltd.
DOI: 10.1016/j.jprocont.2024.103280

Non-destructive monitoring of microalgae biofilms

Autori: David Morgado, Andrea Fanesi, Thierry Martin, Sihem Tebbani, Olivier Bernard, Filipa Lopes
Pubblicato in: Bioresource Technology, Numero 398, 2024, Pagina/e 130520, ISSN 0960-8524
Editore: Elsevier BV
DOI: 10.1016/j.biortech.2024.130520

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

Autori: J Ignacio Fierro Ulloa, Liu-Di Lu, Olivier Bernard
Pubblicato in: Journal of Mathematical Biology, Numero 86, 2023, Pagina/e 48, ISSN 0303-6812
Editore: 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

Autori: Yob Ihadjadene, Thomas Walther, Felix Krujatz
Pubblicato in: Methods and Protocols, Numero 5, 2022, Pagina/e 76, ISSN 2409-9279
Editore: MDPI AG
DOI: 10.3390/mps5050076

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

Autori: David Morgado, Andrea Fanesi, Thierry Martin, Sihem Tebbani, Olivier Bernard, Filipa Lopes
Pubblicato in: Biotechnology and Bioengineering, Numero 121, 2024, Pagina/e 991-1004, ISSN 0006-3592
Editore: 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

Autori: Saccardo A., Felices Rando B., Sforza E., Bezzo F.
Pubblicato in: Chemical Engineering Journal, Numero Volume 468, 15 July 2023, 2023, ISSN 1385-8947
Editore: Elsevier BV
DOI: 10.1016/j.cej.2023.143577

A review on machine learning approaches for microalgae cultivation systems

Autori: Tehreem Syed, Felix Krujatz, Yob Ihadjadene, Gunnar Mühlstädt, Homa Hamedi, Jonathan Mädler, Leon Urbas
Pubblicato in: Computers in Biology and Medicine, Numero 172, 2024, Pagina/e 108248, ISSN 0010-4825
Editore: 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

Autori: Alberto Saccardo, Beatriz Felices-Rando, Eleonora Sforza, Fabrizio Bezzo
Pubblicato in: Computer Aided Chemical Engineering, 33rd European Symposium on Computer Aided Process Engineering, 2023, Pagina/e 2137-2142
Editore: Elsevier
DOI: 10.1016/b978-0-443-15274-0.50340-1

Wastewater treatment by microalgae-based processes

Autori: F. G. Acien, C. Gómez, A. Morillas, A. Zouhayr, A. Sanchez, R. Nordio, E. Rodriguez, J. L. Guzman, J. M. Fernández-Sevilla
Pubblicato in: Algal Systems for Resource Recovery from Waste and Wastewater, 2023, Pagina/e 77-102
Editore: IWA Publishing
DOI: 10.2166/9781789063547_0077

LSTM-based soft sensor for the prediction of microalgae growth

Autori: Tehreem Syed, Shyam Kalliadan, Jonathan Mädler, Kris Laukens, Luc Roef, Leon Urbas
Pubblicato in: Computer Aided Chemical Engineering, 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, 2025, Pagina/e 3145-3150
Editore: Elsevier
DOI: 10.1016/b978-0-443-28824-1.50525-1

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

Autori: Rebecca Nordio, Ana Sánchez-Zurano, Enrique Rodríguez, Ainoa Morillas-España, José González-Hernández, José Luis Guzmán, Gabriel Acién
Pubblicato in: Sustainable Industrial Processes Based on Microalgae, 2024, Pagina/e 83-105
Editore: 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

Autori: Nordio, Rebecca; Sanchez Zurano, Ana; Rodríguez Miranda, Enrique; Guzmán, José Luis; Acién, Gabriel
Pubblicato in: Repositorio da Universidade da Coruña - XLIII Jornadas de Automática: libro de actas, Numero 4, 2022, Pagina/e 102, ISBN 978-84-9749-841-8
Editore: Universidade da Coruña, Servizo de Publicacións
DOI: 10.17979/spudc.9788497498418.0102

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

Autori: Marco Sandrin, Benoît Chachuat, Constantinos C. Pantelides
Pubblicato in: Computer Aided Chemical Engineering, 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, 2025, Pagina/e 313-318
Editore: Elsevier
DOI: 10.1016/b978-0-443-28824-1.50053-3