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In present study the microalga, M. aeruginsa was used for pretreatment optimization and bioethanol production.
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The tanks in the foreground are used for pretreatment and for delivering a mixed culture containing many different organisms that break down biomass.
Other sensors and control systems can drive tweaks to avert other fouling problems, changing the pressure or the dosage of chemical additives used for pretreatment.
Pyrolysis has also been used for pretreatment of lignocellulosic materials.
The sputum sample used for pretreatment was different from the sputum sample used for culture.
Alkaline and diluted acid pretreatments have been widely used for pretreatment of lignocellulosic biomass for bioenergy production.
Besides acid and alkaline pretreatments, ionic liquid pretreatment can be used for pretreating lignocellulosic biomass.
Prior to pretreatment, the Central Composite Design was used for optimizing the pretreatment temperature and time.
Pseudo-Boolean optimization was used for optimization.
The same software was used for numerical optimization.
Evolutionary strategies are stochastic algorithms used for numerical optimization [ 48].
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