Donlinks School of Economics and Management, University of Science and Technology Beijing, Beijing 100083, China.
School of Environmental and Municipal Engineering, Xi'an University of Architecture and Technology, No 13 Yanta Road, Xi'an 710055, China.
Sci Total Environ. 2018 Jul 15;630:469-486. doi: 10.1016/j.scitotenv.2018.02.103. Epub 2018 Feb 24.
Contradictions of increasing carbon mitigation pressure and electricity demand have been aggravated significantly. A heavy emphasis is placed on analyzing the carbon mitigation potential of electric energy systems via tradable green certificates (TGC). This study proposes a tradable green certificate (TGC)-fractional fuzzy stochastic robust optimization (FFSRO) model through integrating fuzzy possibilistic, two-stage stochastic and stochastic robust programming techniques into a linear fractional programming framework. The framework can address uncertainties expressed as stochastic and fuzzy sets, and effectively deal with issues of multi-objective tradeoffs between the economy and environment. The proposed model is applied to the major economic center of China, the Beijing-Tianjin-Hebei region. The generated results of proposed model indicate that a TGC mechanism is a cost-effective pathway to cope with carbon reduction and support the sustainable development pathway of electric energy systems. In detail, it can: (i) effectively promote renewable power development and reduce fossil fuel use; (ii) lead to higher CO mitigation potential than non-TGC mechanism; and (iii) greatly alleviate financial pressure on the government to provide renewable energy subsidies. The TGC-FFSRO model can provide a scientific basis for making related management decisions of electric energy systems.
碳减排压力和电力需求不断增加的矛盾日益加剧。通过可交易绿色证书(TGC)来分析电能系统的碳减排潜力受到了高度重视。本研究通过将模糊可能性、两阶段随机和随机鲁棒规划技术集成到线性分式规划框架中,提出了一种可交易绿色证书(TGC)分式模糊随机鲁棒优化(FFSRO)模型。该框架可以解决以随机和模糊集表示的不确定性问题,并有效地解决经济与环境之间多目标权衡的问题。该模型应用于中国主要经济中心京津冀地区。所提出模型的生成结果表明,TGC 机制是应对碳减排和支持电能系统可持续发展途径的一种具有成本效益的途径。具体而言,它可以:(i)有效促进可再生能源发展,减少化石燃料使用;(ii)比非 TGC 机制具有更高的 CO 减排潜力;(iii)大大减轻政府提供可再生能源补贴的财政压力。TGC-FFSRO 模型可以为电能系统的相关管理决策提供科学依据。