“…However, common problems that occur during the conventional AD of KWdproblems related to the high oil content and the presence of macromolecular compounds in the wastedinclude the accumulation of lactic acid at an early stage of the digestion process resulting in a dramatic pH drop [38] and inhibitory levels of ammonia, sulphide and long-chain fatty acids [2,23]; these factors usually diminish and impede digestion stability, thus restricting the application of digestion. In order to relieve inhibition caused by these problems, numerous pretreatment methods, such as chemical and thermal pretreatment [3,4,12,22,28], and new process techniques, such as co-digestion with substrates containing high levels of ammonium nitrogen and alkalinity to compensate for their absence in KW [25,43], have been suggested to improve the properties of organic waste to promote biogas production and the solubilisation of particulate organics.…”