Integrating economic, environmental, and social sustainability in Power-to-Ammonia plants: A multi-objective optimization methodology

IF 3.9 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Andrea Isella, Davide Manca
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引用次数: 0

Abstract

Consistent with actual decarbonization efforts in the ammonia industry, this work addresses the process design of Power-to-Ammonia plants (i.e. industrial facilities producing “green” ammonia starting from renewable energy via water electrolysis) by introducing an innovative methodology based on the multi-objective optimization of the “three pillars of sustainability”: economic, environmental, and social. Specifically, the proposed criterion performs a brute-force but exhaustive search evaluating the sizes and operating schedules of key process sections characterizing Power-to-Ammonia facilities (e.g., the renewable power plant, the electrolyzer, electricity and hydrogen storage systems, etc.) to harmonize the three pillars (which are most often conflicting) as much as possible and identify the process configuration achieving the maximum attainable global sustainability. Indeed, thanks to the scalarization technique, the proposed methodology combines the three different objective functions into a global one by an appropriate set of user-assigned weights reflecting the relative importance among the pillars. For instance, proposing 60 %, 30 %, and 10 % weights to the economic (ECO), environmental (ENV), and social (SOC) pillars, respectively, leads to a Power-to-Ammonia plant achieving a Global Sustainability Score equal to 93 % (ECO: Ammonia production costs = 750.40 USD/tNH3; ENV: Global Warming Potential = 0.76 tCO2eq/tNH3; SOC: Fire and Explosion Index = 141.48). Valuable insights into the conceptual design of chemical processes integrating renewable energy and the associated sustainability assessment criteria are provided, and further industrial application opportunities are discussed.

Abstract Image

整合电力制氨工厂的经济、环境和社会可持续性:多目标优化方法
与氨行业实际脱碳工作相一致,本研究通过引入基于经济、环境和社会“可持续性三大支柱”多目标优化的创新方法,解决了电制氨工厂(即通过水电解从可再生能源开始生产“绿色”氨的工业设施)的工艺设计问题。具体来说,拟议的标准执行一种蛮力但详尽的搜索,评估表征电力制氨设施(例如,可再生能源发电厂、电解槽、电力和储氢系统等)的关键工艺部分的规模和运行时间表,以尽可能地协调三个支柱(通常是相互冲突的),并确定实现最大可实现的全球可持续性的工艺配置。实际上,由于采用了标量化技术,所提出的方法通过一组适当的用户分配的权重来反映支柱之间的相对重要性,将三个不同的目标函数组合成一个全局目标函数。例如,在经济(ECO)、环境(ENV)和社会(SOC)支柱中分别提出60%、30%和10%的权重,可以使电力制氨工厂的全球可持续性得分达到93% (ECO:氨生产成本= 750.40美元/tNH3;ENV:全球变暖潜势= 0.76 tCO2eq/tNH3;SOC:火灾和爆炸指数= 141.48)。本文为整合可再生能源的化学过程概念设计和相关的可持续性评估标准提供了有价值的见解,并讨论了进一步的工业应用机会。
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来源期刊
Computers & Chemical Engineering
Computers & Chemical Engineering 工程技术-工程:化工
CiteScore
8.70
自引率
14.00%
发文量
374
审稿时长
70 days
期刊介绍: Computers & Chemical Engineering is primarily a journal of record for new developments in the application of computing and systems technology to chemical engineering problems.
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