Optimization of Phaeodactylum tricornutum cultivation for enhancing mariculture wastewater treatment and high value product recovery using Box–Behnken design

IF 7.8 2区 环境科学与生态学 Q1 ENGINEERING, CHEMICAL Process Safety and Environmental Protection Pub Date : 2025-03-12 DOI:10.1016/j.psep.2025.107022
Feng You , Yiwei Fan , Linping Tang , Xiangrong Liu , Chunji Jin , Yangguo Zhao , Yi Wang , Liang Guo
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Abstract

The use of microalgae for mariculture wastewater (MW) treatment enables the simultaneous purification of wastewater and high value product recovery. In this study, Phaeodactylum tricornutum (P. tricornutum) was cultivated in MW, and Response surface methodology (RSM) was employed to optimize operational parameters of light intensity, illumination time, and temperature, aiming to maximize biomass production and pollutant removal. Light intensity and illumination time were significant factors affecting microalgal growth, while all three factors played a vital role in lipid production. However, only illumination time had a significant effect on the removal efficiencies of COD and NH4+-N. The optimum conditions for the cultivation of P. tricornutum in MW were 4000 lux light intensity, 12 hours of illumination per day, and a temperature of 20°C. Under optimal conditions, the carbohydrate, protein and lipid content reached 43.3, 305.2 and 814.3 mg/L with COD, NH4+-N and TP removal of 70 %, 96 % and 90 %, respectively. Regression coefficients were calculated to validate the accuracy of the quadratic polynomial model in predicting key response variables. Analysis of variance (ANOVA) showed that the coefficients of determination (R²) for all response variables were above 0.98, indicating strong agreement between the predicted values and experimental data. These findings provide valuable insights for optimizing microalgae-based treatments and demonstrate the potential of P. tricornutum for both biomass accumulation and pollutant removal in MW.
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Box-Behnken设计优化三角褐指藻培养对海水养殖废水处理及高价值产品回收的影响
微藻用于海水养殖废水(MW)处理,可以同时净化废水和高价值产品回收。本研究以三角褐指藻(Phaeodactylum tricornutum, P. tricornutum)为研究对象,采用响应面法(RSM)优化光照强度、光照时间和温度等操作参数,最大限度地提高生物质产量和污染物去除效果。光照强度和光照时间是影响微藻生长的重要因素,而这三个因素在脂质生产中都起着至关重要的作用。只有光照时间对COD和NH4+-N的去除率有显著影响。光强4000 lux,光照12 h / d,温度20°C,在MW条件下培养三角霉的最佳条件。在最佳条件下,碳水化合物、蛋白质和脂肪含量分别达到43.3、305.2和814.3 mg/L, COD、NH4+-N和总磷去除率分别为70 %、96 %和90 %。计算回归系数,验证二次多项式模型预测关键响应变量的准确性。方差分析(ANOVA)显示,所有响应变量的决定系数(R²)均在0.98以上,表明预测值与实验数据吻合较好。这些发现为优化微藻处理提供了有价值的见解,并证明了三角角藻在MW中生物量积累和污染物去除方面的潜力。
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来源期刊
Process Safety and Environmental Protection
Process Safety and Environmental Protection 环境科学-工程:化工
CiteScore
11.40
自引率
15.40%
发文量
929
审稿时长
8.0 months
期刊介绍: The Process Safety and Environmental Protection (PSEP) journal is a leading international publication that focuses on the publication of high-quality, original research papers in the field of engineering, specifically those related to the safety of industrial processes and environmental protection. The journal encourages submissions that present new developments in safety and environmental aspects, particularly those that show how research findings can be applied in process engineering design and practice. PSEP is particularly interested in research that brings fresh perspectives to established engineering principles, identifies unsolved problems, or suggests directions for future research. The journal also values contributions that push the boundaries of traditional engineering and welcomes multidisciplinary papers. PSEP's articles are abstracted and indexed by a range of databases and services, which helps to ensure that the journal's research is accessible and recognized in the academic and professional communities. These databases include ANTE, Chemical Abstracts, Chemical Hazards in Industry, Current Contents, Elsevier Engineering Information database, Pascal Francis, Web of Science, Scopus, Engineering Information Database EnCompass LIT (Elsevier), and INSPEC. This wide coverage facilitates the dissemination of the journal's content to a global audience interested in process safety and environmental engineering.
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