Optimal control of dilute acid pretreatment and enzymatic hydrolysis for processing lignocellulosic feedstock. (August 2017)
- Record Type:
- Journal Article
- Title:
- Optimal control of dilute acid pretreatment and enzymatic hydrolysis for processing lignocellulosic feedstock. (August 2017)
- Main Title:
- Optimal control of dilute acid pretreatment and enzymatic hydrolysis for processing lignocellulosic feedstock
- Authors:
- Vegi, Suryanarayana
Shastri, Yogendra - Abstract:
- Abstract : Highlights: Optimal control of acid pretreatment and enzymatic hydrolysis of biomass is studied. Maximum concentration, minimum time and maximum profit objectives considered. Maximum profit solution improves acid pretreatment profit by 39.5. Maximum concentration solution of hydrolysis provides maximum profit per batch. Minimum time solution of hydrolysis provides maximum profit per year. Abstract: Lignocellulosic feedstock is one of the potential renewable sources for producing ethanol for transportation. The process steps viz., acid pretreatment and enzymatic hydrolysis in bio-chemical process route are intended to produce fermentable sugars, which can be readily fermented for producing ethanol. However, the dilute acid pre-treatment and enzymatic hydrolysis process steps are found to be economically inefficient. The present work aims at optimizing these process steps for improving the process performance. Such optimization is expected to increase conversion, reduce energy or material requirement, thereby improving the economics. The kinetic models of acid pretreatment and enzymatic hydrolysis for lignocellulosic feedstock processing are adapted from literature. Subsequently, these kinetic models are augmented by associated mass and energy balances, to develop a batch reactor model and fed-batch reactor model for dilute acid pretreatment and enzymatic hydrolysis processes, respectively. Optimal control with Pontryagin's maximum principle has been implemented toAbstract : Highlights: Optimal control of acid pretreatment and enzymatic hydrolysis of biomass is studied. Maximum concentration, minimum time and maximum profit objectives considered. Maximum profit solution improves acid pretreatment profit by 39.5. Maximum concentration solution of hydrolysis provides maximum profit per batch. Minimum time solution of hydrolysis provides maximum profit per year. Abstract: Lignocellulosic feedstock is one of the potential renewable sources for producing ethanol for transportation. The process steps viz., acid pretreatment and enzymatic hydrolysis in bio-chemical process route are intended to produce fermentable sugars, which can be readily fermented for producing ethanol. However, the dilute acid pre-treatment and enzymatic hydrolysis process steps are found to be economically inefficient. The present work aims at optimizing these process steps for improving the process performance. Such optimization is expected to increase conversion, reduce energy or material requirement, thereby improving the economics. The kinetic models of acid pretreatment and enzymatic hydrolysis for lignocellulosic feedstock processing are adapted from literature. Subsequently, these kinetic models are augmented by associated mass and energy balances, to develop a batch reactor model and fed-batch reactor model for dilute acid pretreatment and enzymatic hydrolysis processes, respectively. Optimal control with Pontryagin's maximum principle has been implemented to determine the optimal time dependent profiles of heating and cooling fluid flow rates and operating temperatures for acid pretreatment and substrate feed rate profile for enzymatic hydrolysis to optimize the respective processes performance. Different objective functions such as maximizing concentration of desired product, minimizing the batch time, and maximizing profit have been considered. The simulation results yielded an increase of 6.7% and 8.8% in final concentration of desired product; 43% and 42.5% reduction in batch processing time for pretreatment and enzymatic hydrolysis processes, respectively. Finally, the simulation results have also provided optimal operating policies which have increased the profit of pretreatment by 124% and enzymatic hydrolysis by 150%, thereby improving the techno-economic feasibility for processing lignocellulosic feedstock. … (more)
- Is Part Of:
- Journal of process control. Volume 56(2017)
- Journal:
- Journal of process control
- Issue:
- Volume 56(2017)
- Issue Display:
- Volume 56, Issue 2017 (2017)
- Year:
- 2017
- Volume:
- 56
- Issue:
- 2017
- Issue Sort Value:
- 2017-0056-2017-0000
- Page Start:
- 100
- Page End:
- 111
- Publication Date:
- 2017-08
- Subjects:
- Optimal control -- Lignocellulose -- Batch reactor -- Fed-batch reactor -- Maximum principle
Process control -- Periodicals
Fabrication -- Contrôle -- Périodiques
Process control
Periodicals
Electronic journals
660.281 - Journal URLs:
- http://www.sciencedirect.com/science/journal/09591524 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.jprocont.2017.05.012 ↗
- Languages:
- English
- ISSNs:
- 0959-1524
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5042.645000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 2782.xml