Energy-environmental implications of shale gas extraction with considering a stochastic decentralized structure

温室气体 上游(联网) 环境经济学 工作(物理) 环境科学 地铁列车时刻表 计算机科学 业务 工程类 经济 地质学 机械工程 计算机网络 海洋学 操作系统
作者
Yizhong Chen,Li He,Honghai Zhao,Jing Li
出处
期刊:Fuel [Elsevier]
卷期号:230: 226-243 被引量:12
标识
DOI:10.1016/j.fuel.2018.05.012
摘要

Major challenges in the shale gas supply chains are identification of the relationship between different stakeholders and evaluation of the environmental impacts under uncertainties. This study develops a stochastic decentralized fractional programming (SDFP) for the life cycle shale gas energy system planning, where the downstream optimization problem is treated as the upper-level model, and the upstream optimization problem is formulated as the lower-level model. Stochastic uncertainties in the estimated ultimate recovery (EUR) and greenhouse gas (GHG) emissions are considered into the decision making process. A SDFP based energy and environmental workflow is then formulated for a real-work case study of Marcellus shale play in Beaver County. Design and operational decisions for both leader and follower are generated in a sequential manner, involving well drilling schedule, energy flows, water resources management, and GHG emissions control. Results reveal that a higher certainty level of EUR value would correspond to a higher reliably in shale gas production, then to increased GHG emissions and economic benefits. Compared with the decentralized linear programs, the SDFP would provide more sustainable strategies, while the linear programs would generate either environment-oriented or economics-oriented strategies. These findings can help stakeholders to achieve the overall satisfaction of the supply chains and to provide useful information for regional GHG emissions control.

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