Multi-objective optimization of a syngas powered reciprocating engine equipping a combined heat and power unit
| Autor: | G. Martoriello, Maria Vittoria Prati, M. A. Costagliola, D. Cirillo, M. La Villetta, Michela Costa, C. Caputo, G. Di Blasio |
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| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
Optimization
020209 energy Naturally aspirated engine Reciprocating engine Exhaust gas recirculation 02 engineering and technology Management Monitoring Policy and Law Multi-objective optimization law.invention 020401 chemical engineering law 0202 electrical engineering electronic engineering information engineering Biomass 0204 chemical engineering Process engineering business.industry Mechanical Engineering Building and Construction Internal combustion engine Syngas Ignition system General Energy Electricity generation Environmental science business Gasification |
| Zdroj: | Applied energy 275 (2020). doi:10.1016/j.apenergy.2020.115418 info:cnr-pdr/source/autori:Costa M.; Di Blasio G.; Prati M.V.; Costagliola M.A.; Cirillo D.; La Villetta M.; Caputo C.; Martoriello G./titolo:Multi-objective optimization of a syngas powered reciprocating engine equipping a combined heat and power unit/doi:10.1016%2Fj.apenergy.2020.115418/rivista:Applied energy/anno:2020/pagina_da:/pagina_a:/intervallo_pagine:/volume:275 |
| DOI: | 10.1016/j.apenergy.2020.115418 |
| Popis: | Syngas deriving from biomass gasification is receiving increased interest as an alternative fuel in spark ignition (SI) engines for power generation, despite problems related to the variability of its composition and the low energy density. Syngas release from gasifiers is indeed strongly affected by the quality of the feedstock and by the specific features and control strategy of the reactor. The paper considers the possibility to achieve, at the same time, high efficiency and low pollutant emissions of a syngas powered engine by acting on operating variables as the spark timing and the air-to-fuel ratio, with also the possible inclusion of exhaust gas recirculation (EGR). Model-based design and multi-objective optimization methods are applied as a feasible approach to address this issue, hence to improve the energetic and the environmental performances of power generation under a flexible fuel quality. A one-dimensional (1D) model of a naturally aspirated SI engine fuelled by syngas, properly developed and validated through a specific experimental campaign, is here presented to investigate the effect of the main controlling variables on power output and emissions. A proper design of experiment (DoE) space is considered. The 1D model is coupled with a genetic optimization algorithm for the search of the best compromise solution between maximum performance and minimum pollutants amount. The identified optimal solution allows a reduction up to the 50% for both nitrogen oxides and carbon monoxide emissions with a negligible worsening of the power output. |
| Databáze: | OpenAIRE |
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