Dynamical Model for Stigeoclonium nanum in Thin-Layer Photobioreactors Considering Abiotic Losses and Logistics Constraints

This paper presents a mechanistic model for a thin-layer microalgal bioreactor cultivating Stigeoclonium nanum, with a comprehensive analysis of its dynamics and stability. Unlike most bioreactor studies that assume simple Monod or linear growth, our model rigorously explores the nonlinear interplay between logistic constraints and multiple nutrient limitations. We introduce a coupled Logistic–Monod system of nonlinear ordinary differential equations that captures sigmoidal transitions and steady states of Stigeoclonium nanum under simultaneous nitrogen and phosphorus depletion and incorporates abiotic nutrient removal to ensure mass conservation. Qualitative analysis proves positive invariance and boundedness of solutions using the Localization of Compact Invariant Sets method. Asymptotic stability of the biologically relevant equilibrium is established. Experimental validation in a thin-layer photobioreactor using three-fold cross-validation yielded high correlation coefficients (0.78–0.96) for biomass, nitrate, and phosphate concentrations, confirming predictive accuracy. The model thus provides a robust framework for process control and optimization in industrial-scale applications.

Authors

Institutions

Publication Details

Journal
Mathematics
Published
2026-06-09
DOI
https://doi.org/10.3390/math14122050
Primary Topic
Algal biology and biofuel production
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dynamical Model for Stigeoclonium nanum in Thin-Layer Photobioreactors Considering Abiotic Losses and Logistics Constraints

Jesús L. Arce-Valdez, Luis N. Coria, Alfredo de Jesús Martínez–Roldán, Paul A. Valle et al.
Mathematics
Algal biology and biofuel production
article

Dynamical Model for Stigeoclonium nanum in Thin-Layer Photobioreactors Considering Abiotic Losses and Logistics Constraints

Jesús L. Arce-Valdez, Luis N. Coria, Alfredo de Jesús Martínez–Roldán, Paul A. Valle, Osbaldo Aragón-Banderas, Yolocuauhtli Salazar-Muñoz
article en

Abstract

This paper presents a mechanistic model for a thin-layer microalgal bioreactor cultivating Stigeoclonium nanum, with a comprehensive analysis of its dynamics and stability. Unlike most bioreactor studies that assume simple Monod or linear growth, our model rigorously explores the nonlinear interplay between logistic constraints and multiple nutrient limitations. We introduce a coupled Logistic–Monod system of nonlinear ordinary differential equations that captures sigmoidal transitions and steady states of Stigeoclonium nanum under simultaneous nitrogen and phosphorus depletion and incorporates abiotic nutrient removal to ensure mass conservation. Qualitative analysis proves positive invariance and boundedness of solutions using the Localization of Compact Invariant Sets method. Asymptotic stability of the biologically relevant equilibrium is established. Experimental validation in a thin-layer photobioreactor using three-fold cross-validation yielded high correlation coefficients (0.78–0.96) for biomass, nitrate, and phosphate concentrations, confirming predictive accuracy. The model thus provides a robust framework for process control and optimization in industrial-scale applications.

MathematicsVol. 14(12)
Durango Institute of Technology (MX), Universidad del Valle de Guadiana (MX), Instituto Tecnológico de Tijuana (MX)
Openalex Percentile: Top 19%
Algal biology and biofuel production
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Dynamical Model for Stigeoclonium nanum in Thin-Layer Photobioreactors Considering Abiotic Losses and Logistics Constraints — Jesús L. Arce-Valdez, Luis N. Coria, et al. · Mathematics (2026) | TGRS Research Map | TGRS