“…Chen & Hashimoto, 1980;Kiely et al, 1997;Kalfas et al, 2006;Sosnowski et al, 2007;Boubaker & ridha, 2008;Liu et al, 2008;Vavilin et al, 2008;Qu et al, 2009) or waste water treatment (e.g. Batstone et al, 2002;Feng et al, 2006;Tomei et al, 2008;Boubaker & ridha, 2008), not so many results can be found on modeling of agricultural biogas production (Hill & Barth, 1977;Simeonov et al, 1996;Angelidaki et al, 1999) and only a few consider the digestion of energy crops (Wichern et al, 2008(Wichern et al, & 2009Beierlein et al, 2010). The developed models, in particular the most complex ADM1, show high complexity and include a great number of parameters, which improve the accuracy of the model on one hand, but create implementation difficulties on the other hand as in many cases all data required by such models cannot be collected.…”