TY - JOUR
T1 - Multi-objective optimization of biomass based ammonia production - potential and perspective in different countries
AU - Arora, Pratham
AU - Hoadley, Andrew F.A.
AU - Mahajani, Sanjay M.
AU - Ganesh, Anuradda
PY - 2017/4/1
Y1 - 2017/4/1
N2 - More environmentally-benign processes are required for the production of important chemicals such as ammonia. Techno-enviro-economic studies that utilize process modeling and optimization play a decisive role in predicting the viability of these processes, but they tend to focus on a single geographical location. This limits the usefulness of the results from such studies, because it is hard to compare results for different feedstock and location factors. Thus, the present study compares the economics and environmental potential of several variations of a novel biomass-based ammonia production process in different locations. The process is simulated for three biomass feedstocks grown in Australia, Brazil, and India. A comprehensive economic analysis and life cycle assessment is performed for the different process variants. A Multi-Objective Optimization (MOO) approach is used to minimize the manufacturing costs and the environmental impacts of the biomass-to-ammonia process specific to each feedstock and country. The Indian scenario was found to be the most favorable economically, whereas the Brazilian scenario had the lowest greenhouse gas potential. The results demonstrate that each type of biomass is specific to its location and both the economic and environmental profiles are strongly related to the location. The results of the individual studies are superimposed to provide a Global Pareto Front for the cost and environmental impact of the production of ammonia from biomass. This provides a very useful resource for future researchers who can compare results for alternative biomass, locations and processes.
AB - More environmentally-benign processes are required for the production of important chemicals such as ammonia. Techno-enviro-economic studies that utilize process modeling and optimization play a decisive role in predicting the viability of these processes, but they tend to focus on a single geographical location. This limits the usefulness of the results from such studies, because it is hard to compare results for different feedstock and location factors. Thus, the present study compares the economics and environmental potential of several variations of a novel biomass-based ammonia production process in different locations. The process is simulated for three biomass feedstocks grown in Australia, Brazil, and India. A comprehensive economic analysis and life cycle assessment is performed for the different process variants. A Multi-Objective Optimization (MOO) approach is used to minimize the manufacturing costs and the environmental impacts of the biomass-to-ammonia process specific to each feedstock and country. The Indian scenario was found to be the most favorable economically, whereas the Brazilian scenario had the lowest greenhouse gas potential. The results demonstrate that each type of biomass is specific to its location and both the economic and environmental profiles are strongly related to the location. The results of the individual studies are superimposed to provide a Global Pareto Front for the cost and environmental impact of the production of ammonia from biomass. This provides a very useful resource for future researchers who can compare results for alternative biomass, locations and processes.
KW - Multi-objective optimization
KW - Biomass gasification
KW - Ammonia
KW - Economic analysis
KW - Life cycle assessment
KW - Different feedstocks
UR - https://www.scopus.com/pages/publications/85014816000
U2 - 10.1016/j.jclepro.2017.01.148
DO - 10.1016/j.jclepro.2017.01.148
M3 - Article
SN - 0959-6526
VL - 148
SP - 363
EP - 374
JO - Journal of Cleaner Production
JF - Journal of Cleaner Production
ER -
