Multi-objective optimization of biomass to biomethane system

Autor: Nana Yan, Baozeng Ren, Bin Wu, Di Bao, Xiangping Zhang, Jingheng Wang
Jazyk: angličtina
Rok vydání: 2016
Předmět:
Zdroj: Green Energy & Environment, Vol 1, Iss 2, Pp 156-165 (2016)
Druh dokumentu: article
ISSN: 2468-0257
DOI: 10.1016/j.gee.2016.05.001
Popis: The superstructure optimization of biomass to biomethane system through digestion is conducted in this work. The system encompasses biofeedstock collection and transportation, anaerobic digestion, biogas upgrading, and digestate recycling. We propose a multicriteria mixed integer nonlinear programming (MINLP) model that seeks to minimize the energy consumption and maximize the green degree and the biomethane production constrained by technology selection, mass balance, energy balance, and environmental impact. A multi-objective MINLP model is proposed and solved with a fast nondominated sorting genetic algorithm II (NSGA-II). The resulting Pareto-optimal surface reveals the trade-off among the conflicting objectives. The optimal results indicate quantitatively that higher green degree and biomethane production objectives can be obtained at the expense of destroying the performance of the energy consumption objective. Keywords: Multiobjective optimization, Biomass to biomethane system, Green degree, Mixed-integer nonlinear programming
Databáze: Directory of Open Access Journals