Dr. E. G. Giakoumis - Professor of Internal Combustion Engines / Δρ. Ε.Γ. Γιακουμής - Καθηγητής Ε.Μ.Π., Μηχανές Εσωτερικής Καύσης
 

Results from Statistical Analysis of Experimental Biofuels Data


 

 

Collective results of BIODIESEL effects on all regulated exhaust pollutants

during transient cycles (statistical processing of all reported studies/results up to the end of 2011

(E.G. Giakoumis, “A statistical investigation of biodiesel effects on regulated exhaust emissions

during transient cycles”, Applied Energy, Vol. 98, pp. 273-291, 2012)

 

 

Collective results of ALCOHOL (ethanol and n-butanol) effects on smoke and PM emissions during transients 

(statistical processing of all reported studies/results up to the end of 2012

(E.G. Giakoumis et al., “Exhaust emissions with ethanol or n-butanol diesel fuel blends during transient operation: A review”,

Renewable and Sustainable Energy Reviews, Vol. 17, pp. 170-190, 2013)

 

Comparative illustration of various biodiesel properties (average values)

and corresponding standard deviations for 26 statistically analyzed feedstocks

(E.G. Giakoumis, “A statistical investigation of biodiesel physical and chemical properties, and their correlation

with the degree of unsaturation”, Renewable Energy, Vol. 50, pp. 858-878, 2013)

 

 

Correlation between oil/fat unsaturation level and the respective biodiesel's average density

and cetane number from 25 statistically investigated feedstocks 

(E.G. Giakoumis, “A statistical investigation of biodiesel physical and chemical properties, and their correlation

with the degree of unsaturation”, Renewable Energy, Vol. 50, pp. 858-878, 2013)