Li Jing, He Li, Fan Xing, Chen Yizhong, Lu Hongwei
1 School of Renewable Energy, North China Electric Power University, Beijing, China.
2 State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China.
Waste Manag Res. 2017 Aug;35(8):874-889. doi: 10.1177/0734242X17715101. Epub 2017 Jul 10.
This study presents a synergic optimization of control for greenhouse gas (GHG) emissions and system cost in integrated municipal solid waste (MSW) management on a basis of bi-level programming. The bi-level programming is formulated by integrating minimizations of GHG emissions at the leader level and system cost at the follower level into a general MSW framework. Different from traditional single- or multi-objective approaches, the proposed bi-level programming is capable of not only addressing the tradeoffs but also dealing with the leader-follower relationship between different decision makers, who have dissimilar perspectives interests. GHG emission control is placed at the leader level could emphasize the significant environmental concern in MSW management. A bi-level decision-making process based on satisfactory degree is then suitable for solving highly nonlinear problems with computationally effectiveness. The capabilities and effectiveness of the proposed bi-level programming are illustrated by an application of a MSW management problem in Canada. Results show that the obtained optimal management strategy can bring considerable revenues, approximately from 76 to 97 million dollars. Considering control of GHG emissions, it would give priority to the development of the recycling facility throughout the whole period, especially in latter periods. In terms of capacity, the existing landfill is enough in the future 30 years without development of new landfills, while expansion to the composting and recycling facilities should be paid more attention.
本研究基于双层规划,提出了城市固体废弃物(MSW)综合管理中温室气体(GHG)排放控制与系统成本的协同优化方法。双层规划通过将上层的温室气体排放最小化和下层的系统成本最小化整合到一个通用的城市固体废弃物框架中得以构建。与传统的单目标或多目标方法不同,所提出的双层规划不仅能够解决权衡问题,还能处理不同决策者之间的主从关系,这些决策者有着不同的观点和利益。将温室气体排放控制置于上层能够突出城市固体废弃物管理中重大的环境问题。基于满意度的双层决策过程适用于高效地解决高度非线性问题。通过加拿大一个城市固体废弃物管理问题的应用实例,说明了所提出的双层规划的能力和有效性。结果表明,所获得的最优管理策略能够带来可观的收入,约为7600万至9700万美元。考虑到温室气体排放控制,在整个时期内将优先发展回收设施,尤其是在后期。在容量方面,未来30年现有填埋场足够,无需开发新的填埋场,而应更多关注堆肥和回收设施的扩建。