Cleaner Design of Single-Product Biotechnological Facilities through the Integration of Process Simulation, Multiobjective Optimization, Life Cycle Assessment, and Principal Component Analysis

被引:24
作者
Brunet, Robert [1 ]
Guillen-Gosalbez, Gonzalo [1 ]
Jimenez, Laureano [1 ]
机构
[1] Univ Rovira & Virgili, Dept Engn Quim, Escola Tecn Super Engn Quim, Tarragona 43007, Spain
关键词
CHEMICAL SUPPLY CHAINS; SUSTAINABLE PROCESSES; DYNAMIC OPTIMIZATION; METHODOLOGY; UNCERTAINTY; BIOPROCESSES; ALGORITHM; IMPACTS; TOOLS; LCA;
D O I
10.1021/ie2011577
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Bioprocesses have been typically optimized according to their economic performances. In this work we present a novel framework for their optimal design that allows for the simultaneous consideration of economic and environmental concerns. Our approach relies on the combined use of simulation packages, multiobjective optimization (MOO), life cycle assessment (LCA), and principal component analysis (PCA). The capabilities of the proposed methodology are illustrated through its application to the production of the amino acid L-lysine.
引用
收藏
页码:410 / 424
页数:15
相关论文
共 44 条
[1]   Process synthesis and optimisation tools for environmental design: methodology and structure [J].
Alexander, B ;
Barton, G ;
Petrie, J ;
Romagnoli, J .
COMPUTERS & CHEMICAL ENGINEERING, 2000, 24 (2-7) :1195-1200
[2]  
[Anonymous], 2005, KANGAL REP
[3]  
Azapagic A, 2006, CHEM ENG RES DES, V84, P439, DOI [10.1205/cherd05007, 10.1205/cherd.05007]
[4]   The application of life cycle assessment to process optimisation [J].
Azapagic, A ;
Clift, R .
COMPUTERS & CHEMICAL ENGINEERING, 1999, 23 (10) :1509-1526
[5]  
Azapagic A., 1999, CLEAN PROD, V7, P135, DOI DOI 10.1016/S0959-6526(98)00051-1
[6]   Dynamic optimization of bioprocesses: Efficient and robust numerical strategies [J].
Banga, JR ;
Balsa-Canto, E ;
Moles, CG ;
Alonso, AA .
JOURNAL OF BIOTECHNOLOGY, 2005, 117 (04) :407-419
[7]   Impacts assessment and tradeoffs of fuel cell based auxiliary power units Part II. Environmental and health impacts, LCA, and multi-objective optimization [J].
Baratto, F ;
Diwekar, UA ;
Manca, D .
JOURNAL OF POWER SOURCES, 2005, 139 (1-2) :214-222
[8]  
Biegler L.T., 1999, SYSTEMATIC METHODS C
[9]   Life Cycle Assessment Coupled with Process Simulation under Uncertainty for Reduced Environmental Impact: Application to Phosphoric Acid Production [J].
Bojarski, Aaron David ;
Guillen-Gosalbez, Gonzalo ;
Jimenez, Laureano ;
Espuna, Antonio ;
Puigjaner, Luis .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2008, 47 (21) :8286-8300
[10]   Hybrid simulation-optimization based approach for the optimal design of single-product biotechnological processes [J].
Brunet, Robert ;
Guillen-Gosalbez, Gonzalo ;
Ricardo Perez-Correa, J. ;
Antonio Caballero, Jose ;
Jimenez, Laureano .
COMPUTERS & CHEMICAL ENGINEERING, 2012, 37 :125-135