北极光和斯特拉马里斯碳捕集与封存链的多周期、多目标优化

Denis Martins Fraga , Anna Korre , Zhenggang Nie , Sevket Durucan
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摘要

本文提出了一个 CCS 链多目标优化模型,旨在考虑各种运输方案,最大限度地降低成本和温室气体排放。该模型建立在以往工作的基础上,涵盖了二氧化碳捕获后的 CCS 链要素,包括调节、管道和分批运输、中间枢纽贮存以及注入二氧化碳贮存场。该模型还整合了前瞻性生命周期清单,以评估分批运输过程中的排放量。该模型根据具体地点的特点进行了参数化以进行精确估算,并在两个独立的 CCS 链中实施,这两个链分别类似于以船舶运输为主的北极光项目和以直接注入船舶运输为主的 Stella Maris 概念,也包含不同的排放概况、中间贮存中心和注入地点。第三个实施方案结合了这两个链概念。通过逐步增加目标函数中的排放权重,该模型评估了成本与排放的权衡。优化选择成本较高的油井,使排放量最小化,并从分批运输转向跨洲管道运输。随着二氧化碳供应量的增加,产业链的排放量也随之减少。运输操作的排放量最大,其次是油井建设和基础设施建设。在所有实施过程中,捕获二氧化碳后,产业链的温室气体排放强度从 3.3% 到 14.2% 不等,这取决于所采用的概念和运输方案,并考虑到区域特征(即每个国家的电力供应组合)。
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Multi-period, multi-objective optimisation of the Northern Lights and Stella Maris carbon capture and storage chains

A multi-objective optimisation model for CCS chains, aiming to minimise costs and greenhouse gas emissions, considering various transport options is presented. The model builds upon previous work and covers the CCS chain elements after CO2 is captured, including conditioning, pipeline and batch-wise transportation, intermediate hub storage and injection at CO2 storage fields. A prospective Life Cycle Inventory is integrated to evaluate emissions from batch-wise transportation. The model is parameterised for accurate estimations based on site-specific characteristics and is implemented in two standalone CCS chains, that are analogues to the Northern Lights project with dominant ship transport and the Stella Maris concept with direct injection ship transport, also incorporating distinct emission profiles, intermediate storage hubs and injection sites. A third implementation combining both chain concepts is implemented. By increasing in a step-wise manner the weight of the emissions in the objective function, the model evaluates cost and emission trade-offs. The optimisation selects costlier wells to minimise emissions and shifts from batch-wise ships to cross-continent pipelines. Chain emissions decrease over time with CO2 supply increase. Shipping operation dominates emissions, followed by well construction and infrastructure construction. Across all the implementations, the GHG emission intensity of the chain, after CO2 is captured, ranged from 3.3 to 14.2 %, depending on the concept and transport option adopted and accounting for regional characteristics (i.e., the electricity supply mix per country).

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