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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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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