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Dr Sumit Roy's Outputs (37)

Application of artificial intelligence (AI) in characterization of the performance–emission profile of a single cylinder CI engine operating with hydrogen in dual fuel mode: An ANN approach with fuzzy-logic based topology optimization (2016)
Journal Article
Deb, M., Majumder, P., Majumder, A., Roy, S., & Banerjee, R. (2016). Application of artificial intelligence (AI) in characterization of the performance–emission profile of a single cylinder CI engine operating with hydrogen in dual fuel mode: An ANN approach with fuzzy-logic based topology optimization. International Journal of Hydrogen Energy, 41(32), https://doi.org/10.1016/j.ijhydene.2016.07.016

Adaptive-neuro fuzzy inference system (ANFIS) based prediction of performance and emission parameters of a CRDI assisted diesel engine under CNG dual-fuel operation (2015)
Journal Article
Roy, S., Das, A. K., Bhadouria, V. S., Mallik, S. R., Banerjee, R., & Bose, P. K. (2015). Adaptive-neuro fuzzy inference system (ANFIS) based prediction of performance and emission parameters of a CRDI assisted diesel engine under CNG dual-fuel operation. Journal of Natural Gas Science and Engineering, 27, https://doi.org/10.1016/j.jngse.2015.08.065

Application of Grey–Taguchi based multi-objective optimization strategy to calibrate the PM–NHC–BSFC trade-off characteristics of a CRDI assisted CNG dual-fuel engine (2014)
Journal Article
Roy, S., Das, A. K., & Banerjee, R. (2014). Application of Grey–Taguchi based multi-objective optimization strategy to calibrate the PM–NHC–BSFC trade-off characteristics of a CRDI assisted CNG dual-fuel engine. Journal of Natural Gas Science and Engineering, 21, https://doi.org/10.1016/j.jngse.2014.09.022

A comparative study of GEP and an ANN strategy to model engine performance and emission characteristics of a CRDI assisted single cylinder diesel engine under CNG dual-fuel operation (2014)
Journal Article
Roy, S., Ghosh, A., Das, A. K., & Banerjee, R. (2014). A comparative study of GEP and an ANN strategy to model engine performance and emission characteristics of a CRDI assisted single cylinder diesel engine under CNG dual-fuel operation. Journal of Natural Gas Science and Engineering, 21, https://doi.org/10.1016/j.jngse.2014.10.024

ANN metamodel assisted Particle Swarm Optimization of the performance-emission trade-off characteristics of a single cylinder CRDI engine under CNG dual-fuel operation (2014)
Journal Article
Roy, S., Das, A. K., Bose, P. K., & Banerjee, R. (2014). ANN metamodel assisted Particle Swarm Optimization of the performance-emission trade-off characteristics of a single cylinder CRDI engine under CNG dual-fuel operation. Journal of Natural Gas Science and Engineering, 21, https://doi.org/10.1016/j.jngse.2014.11.013