Microalgae and cyanobacteria modeling in water resource recovery facilities: A critical review

Microalgal and cyanobacterial resource recovery systems could significantly advance nutrient recovery from wastewater by achieving effluent nitrogen (N) and phosphorus (P) levels below the current limit of technology. The successful implementation of phytoplankton, however, requires the formulation...

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Main Authors: Brian D. Shoener, Stephanie M. Schramm, Fabrice Béline, Olivier Bernard, Carlos Martínez, Benedek G. Plósz, Spencer Snowling, Jean-Philippe Steyer, Borja Valverde-Pérez, Dorottya Wágner, Jeremy S. Guest
Format: Article
Language:English
Published: Elsevier 2019-02-01
Series:Water Research X
Online Access:http://www.sciencedirect.com/science/article/pii/S2589914718300240
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spelling doaj-6f5dd609ee144eedb533de36b1a20fbc2020-11-24T21:46:41ZengElsevierWater Research X2589-91472019-02-012Microalgae and cyanobacteria modeling in water resource recovery facilities: A critical reviewBrian D. Shoener0Stephanie M. Schramm1Fabrice Béline2Olivier Bernard3Carlos Martínez4Benedek G. Plósz5Spencer Snowling6Jean-Philippe Steyer7Borja Valverde-Pérez8Dorottya Wágner9Jeremy S. Guest10Civil and Environmental Engineering, University of Illinois at Urbana-Champaign, 205 N. Mathews Avenue, Urbana, IL, 61801, USACivil and Environmental Engineering, University of Illinois at Urbana-Champaign, 205 N. Mathews Avenue, Urbana, IL, 61801, USAIRSTEA, UR OPAALE, F-35044, Rennes, FranceUniversité Côte d’Azur, INRIA, Biocore, 2004, Route des Lucioles – BP 93, 06 902, Sophia Antipolis Cedex, FranceUniversité Côte d’Azur, INRIA, Biocore, 2004, Route des Lucioles – BP 93, 06 902, Sophia Antipolis Cedex, FranceDepartment of Chemical Engineering, University of Bath, Claverton Down, Bath, BA2 7AY, UKHydromantis Environmental Software Solutions, Inc., 407 King Street West, Hamilton, Ontario, L8P 1B5, CanadaLBE, Univ. Montpellier, INRA, 102 Avenue des Etangs, 11100, Narbonne, FranceDepartment of Environmental Engineering, Technical Univ. of Denmark, Bygningstorvet, Building 115, 2800, Kgs. Lyngby, DenmarkChemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220, Aalborg East, DenmarkCivil and Environmental Engineering, University of Illinois at Urbana-Champaign, 205 N. Mathews Avenue, Urbana, IL, 61801, USA; Corresponding author.Microalgal and cyanobacterial resource recovery systems could significantly advance nutrient recovery from wastewater by achieving effluent nitrogen (N) and phosphorus (P) levels below the current limit of technology. The successful implementation of phytoplankton, however, requires the formulation of process models that balance fidelity and simplicity to accurately simulate dynamic performance in response to environmental conditions. This work synthesizes the range of model structures that have been leveraged for algae and cyanobacteria modeling and core model features that are required to enable reliable process modeling in the context of water resource recovery facilities. Results from an extensive literature review of over 300 published phytoplankton models are presented, with particular attention to similarities with and differences from existing strategies to model chemotrophic wastewater treatment processes (e.g., via the Activated Sludge Models, ASMs). Building on published process models, the core requirements of a model structure for algal and cyanobacterial processes are presented, including detailed recommendations for the prediction of growth (under phototrophic, heterotrophic, and mixotrophic conditions), nutrient uptake, carbon uptake and storage, and respiration. Keywords: Growth, Nutrient uptake, Lipid storage, Starch storage, Wastewater treatment plant (WWTP)http://www.sciencedirect.com/science/article/pii/S2589914718300240
collection DOAJ
language English
format Article
sources DOAJ
author Brian D. Shoener
Stephanie M. Schramm
Fabrice Béline
Olivier Bernard
Carlos Martínez
Benedek G. Plósz
Spencer Snowling
Jean-Philippe Steyer
Borja Valverde-Pérez
Dorottya Wágner
Jeremy S. Guest
spellingShingle Brian D. Shoener
Stephanie M. Schramm
Fabrice Béline
Olivier Bernard
Carlos Martínez
Benedek G. Plósz
Spencer Snowling
Jean-Philippe Steyer
Borja Valverde-Pérez
Dorottya Wágner
Jeremy S. Guest
Microalgae and cyanobacteria modeling in water resource recovery facilities: A critical review
Water Research X
author_facet Brian D. Shoener
Stephanie M. Schramm
Fabrice Béline
Olivier Bernard
Carlos Martínez
Benedek G. Plósz
Spencer Snowling
Jean-Philippe Steyer
Borja Valverde-Pérez
Dorottya Wágner
Jeremy S. Guest
author_sort Brian D. Shoener
title Microalgae and cyanobacteria modeling in water resource recovery facilities: A critical review
title_short Microalgae and cyanobacteria modeling in water resource recovery facilities: A critical review
title_full Microalgae and cyanobacteria modeling in water resource recovery facilities: A critical review
title_fullStr Microalgae and cyanobacteria modeling in water resource recovery facilities: A critical review
title_full_unstemmed Microalgae and cyanobacteria modeling in water resource recovery facilities: A critical review
title_sort microalgae and cyanobacteria modeling in water resource recovery facilities: a critical review
publisher Elsevier
series Water Research X
issn 2589-9147
publishDate 2019-02-01
description Microalgal and cyanobacterial resource recovery systems could significantly advance nutrient recovery from wastewater by achieving effluent nitrogen (N) and phosphorus (P) levels below the current limit of technology. The successful implementation of phytoplankton, however, requires the formulation of process models that balance fidelity and simplicity to accurately simulate dynamic performance in response to environmental conditions. This work synthesizes the range of model structures that have been leveraged for algae and cyanobacteria modeling and core model features that are required to enable reliable process modeling in the context of water resource recovery facilities. Results from an extensive literature review of over 300 published phytoplankton models are presented, with particular attention to similarities with and differences from existing strategies to model chemotrophic wastewater treatment processes (e.g., via the Activated Sludge Models, ASMs). Building on published process models, the core requirements of a model structure for algal and cyanobacterial processes are presented, including detailed recommendations for the prediction of growth (under phototrophic, heterotrophic, and mixotrophic conditions), nutrient uptake, carbon uptake and storage, and respiration. Keywords: Growth, Nutrient uptake, Lipid storage, Starch storage, Wastewater treatment plant (WWTP)
url http://www.sciencedirect.com/science/article/pii/S2589914718300240
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