Using process modeling and simulation to determine the sustainability of a novel lactic acid biorefinery in Europe: Influence of process improvements, scale, energy source, and market conditions

IF 9.7 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Charlene Vance, Maneesh Kumar Mediboyina, Eleftheria Papadopoulou, Mayuki Cabrera-González, Daniela Reif, Joseph Sweeney, Michael Harasek, Fionnuala Murphy
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Abstract

The biorefinery concept aims to produce multiple high-value products from bio-based feedstocks. One such product is lactic acid, which is used across several industries such as food, pharmaceuticals, cosmetics, and chemicals. Lactic acid yield is influenced by several factors, and improvements in performance are often first demonstrated at lab-scale, requiring prospective models which make assumptions about how the system will be optimized to understand the potential of a commercial-scale plant. This study assesses the economic and environmental sustainability of a proposed lactic acid biorefinery through the combination of process modelling, techno-economic assessment, and life cycle assessment. The case study proposes producing high purity lactic acid from industrial candy waste and liquid digestate in Denmark through lactic acid fermentation and downstream membrane separations. A base case is first modeled to determine the economic and environmental hotspots of the system; scenarios are then modelled where improvement methods are implemented reducing consumption of energy, chemicals, water, and the production of waste, upscaling the system, and integrating bioenergy. Finally, a cost sensitivity analysis is run varying bioenergy, water, chemical, and labor costs based on the European market. By optimizing unit processes, scale, energy sources and market conditions, the lactic acid unit production cost and global warming potential can be lowered by 94% and 80% compared to the base case, respectively. However, these are optimized in different scenarios, indicating a trade-off in optimizing economic and environmental criteria. As even best-case lactic acid unit production cost is found to be 141-232% higher than market price, this production pathway will require further improvement or market changes before it can be commercially viable.
利用工艺建模和模拟确定欧洲新型乳酸生物炼制厂的可持续性:工艺改进、规模、能源和市场条件的影响
生物精炼概念旨在利用生物原料生产多种高价值产品。乳酸就是这样一种产品,它被用于食品、制药、化妆品和化工等多个行业。乳酸产量受多种因素的影响,性能的提高通常首先在实验室规模上体现出来,这就需要建立前瞻性模型,假设系统将如何优化,以了解商业规模工厂的潜力。本研究通过结合工艺建模、技术经济评估和生命周期评估,对拟议的乳酸生物精炼厂的经济和环境可持续性进行评估。该案例研究建议在丹麦利用工业糖果废料和液体沼渣,通过乳酸发酵和下游膜分离生产高纯度乳酸。首先对基本情况进行建模,以确定系统的经济和环境热点;然后对各种情景进行建模,其中包括实施改进方法,减少能源、化学品、水和废物的消耗,扩大系统规模,以及整合生物能源。最后,根据欧洲市场的生物能源、水、化学品和劳动力成本,进行成本敏感性分析。通过优化单位工艺、规模、能源和市场条件,乳酸的单位生产成本和全球变暖潜势可分别比基本情况降低 94% 和 80%。然而,这些都是在不同情况下优化的,这表明在优化经济和环境标准时需要进行权衡。由于即使是最佳情况下的乳酸单位生产成本也比市场价格高出 141-232%,因此这种生产途径需要进一步改进或改变市场,才能在商业上可行。
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来源期刊
Journal of Cleaner Production
Journal of Cleaner Production 环境科学-工程:环境
CiteScore
20.40
自引率
9.00%
发文量
4720
审稿时长
111 days
期刊介绍: The Journal of Cleaner Production is an international, transdisciplinary journal that addresses and discusses theoretical and practical Cleaner Production, Environmental, and Sustainability issues. It aims to help societies become more sustainable by focusing on the concept of 'Cleaner Production', which aims at preventing waste production and increasing efficiencies in energy, water, resources, and human capital use. The journal serves as a platform for corporations, governments, education institutions, regions, and societies to engage in discussions and research related to Cleaner Production, environmental, and sustainability practices.
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