Sustainable Design and Operation of Cellulosic Bioelectricity Supply Chain Networks with Life Cycle Economic, Environmental, and Social Optimization

被引:105
作者
Yue, Dajun [1 ]
Slivinsky, Maxim [1 ]
Sumpter, Jason [1 ]
You, Fengqi [1 ]
机构
[1] Northwestern Univ, Robert R McCormick Sch Engn & Appl Sci, Evanston, IL 60208 USA
关键词
HYDROCARBON BIOFUEL; MULTIOBJECTIVE OPTIMIZATION; FAST PYROLYSIS; BIOMASS; ENERGY; BIOREFINERY; ELECTRICITY; BIOENERGY; ALGORITHMS; GENERATION;
D O I
10.1021/ie403882v
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In this work, we propose a novel multiobjective optimization model for the sustainable design and operation of bioelectricity supply chain networks, which simultaneously accounts for the associated economic, environmental, and social impacts. The proposed model covers the cradle-to-gate life cycle of bioelectricity including biomass cultivation and harvesting, feedstock pretreatment, energy conversion, and biopower generation, as well as transportation and storage. We formulate the problem as a multiobjective mixed-integer linear fractional programming (MILFP) problem following the functional-unit-based life cycle optimization approach. The geographical dispersion and seasonality of biomass supply are captured and handled by the spatially explicit and multiperiod features of the model. The multiobjective optimization is accomplished via the e-constraint method to obtain the approximate Pareto frontiers, which reveal the trade-off between economic performance and concerns about environmental and social impacts. Tailored solution methods are proposed for the effective global optimization of the resulting MILFP problem. An illustrative example and a county-level case study on the potential bioelectricity supply chain in the state of Illinois are provided to demonstrate the application of both the modeling framework and solution methods.
引用
收藏
页码:4008 / 4029
页数:22
相关论文
共 64 条
[1]   An optimisation framework for a hybrid first/second generation bioethanol supply chain [J].
Akgul, Ozlem ;
Shah, Nilay ;
Papageorgiou, Lazaros G. .
COMPUTERS & CHEMICAL ENGINEERING, 2012, 42 :101-114
[2]   Woody biomass and mill waste utilization opportunities in Alabama: Transportation cost minimization, optimum facility location, economic feasibility, and impact [J].
Aksoy, Burak ;
Cullinan, Harry ;
Webster, David ;
Gue, Kevin ;
Sukumaran, Sujith ;
Eden, Mario ;
Sammons, Norman, Jr. .
ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY, 2011, 30 (04) :720-732
[3]  
[Anonymous], GOVERNOR QUINNS COMP
[4]  
[Anonymous], NRELTP51033502
[5]  
[Anonymous], 2012, Renewable Energy Jobs and Access
[6]  
[Anonymous], EL DAT BROWS
[7]  
[Anonymous], 2008, Technical Report
[8]  
[Anonymous], 2013, MATLAB - The language of technical computing
[9]  
[Anonymous], 2004, NRELTP51032575
[10]  
[Anonymous], DCHPP CHP POL INC DA