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Waldschitz D, Bus Y, Herwig C, Kager J, Spadiut O. Addressing raw material variability: In-line FTIR sugar composition analysis of lignocellulosic process streams. BIORESOURCE TECHNOLOGY 2024; 399:130535. [PMID: 38492653 DOI: 10.1016/j.biortech.2024.130535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 02/10/2024] [Accepted: 03/04/2024] [Indexed: 03/18/2024]
Abstract
For a sustainable economy, biorefineries that use second-generation feedstocks to produce biochemicals and biofuels are essential. However, the exact composition of renewable feedstocks depends on the natural raw materials used and is therefore highly variable. In this contribution, a process analytical technique (PAT) strategy for determining the sugar composition of lignocellulosic process streams in real-time to enable better control of bioprocesses is presented. An in-line mid-IR probe was used to acquire spectra of ultra-filtered spent sulfite liquor (UF-SSL). Independent partial least squares models were developed for the most abundant sugars in the UF-SSL. Up to 5 sugars were quantified simultaneously to determine the sugar concentration and composition of the UF-SSL. The lowest root mean square errors of the predicted values obtained per analyte were 1.02 g/L arabinose, 1.25 g/L galactose, 0.50 g/L glucose, 1.60 g/L mannose, and 0.85 g/L xylose. Equipped with this novel PAT tool, new bioprocessing strategies can be developed for UF-SSL.
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Affiliation(s)
- Daniel Waldschitz
- Research Group Bioprocess Technology, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Gumpendorferstraße 1A, Vienna A-1060, Austria
| | - Yannick Bus
- Research Group Bioprocess Technology, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Gumpendorferstraße 1A, Vienna A-1060, Austria
| | - Christoph Herwig
- Research Group Bioprocess Technology, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Gumpendorferstraße 1A, Vienna A-1060, Austria; Körber Pharma Austria GmbH, Mariahilferstraße 88A, Vienna A-1070, Austria
| | - Julian Kager
- Department of Chemical and Biochemical Engineering, Technical University of Denmark, Søltofts Plads 229, Kgs. Lyngby 2800, Denmark
| | - Oliver Spadiut
- Research Group Bioprocess Technology, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Gumpendorferstraße 1A, Vienna A-1060, Austria.
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Improved Time Resolved KPI and Strain Characterization of Multiple Hosts in Shake Flasks Using Advanced Online Analytics and Data Science. BIOENGINEERING (BASEL, SWITZERLAND) 2022; 9:bioengineering9080339. [PMID: 35892752 PMCID: PMC9331495 DOI: 10.3390/bioengineering9080339] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 07/11/2022] [Accepted: 07/22/2022] [Indexed: 01/19/2023]
Abstract
Shake flasks remain one of the most widely used cultivation systems in biotechnology, especially for process development (cell line and parameter screening). This can be justified by their ease of use as well as their low investment and running costs. A disadvantage, however, is that cultivations in shake flasks are black box processes with reduced possibilities for recording online data, resulting in a lack of control and time-consuming, manual data analysis. Although different measurement methods have been developed for shake flasks, they lack comparability, especially when changing production organisms. In this study, the use of online backscattered light, dissolved oxygen, and pH data for characterization of animal, plant, and microbial cell culture processes in shake flasks are evaluated and compared. The application of these different online measurement techniques allows key performance indicators (KPIs) to be determined based on online data. This paper evaluates a novel data science workflow to automatically determine KPIs using online data from early development stages without human bias. This enables standardized and cost-effective process-oriented cell line characterization of shake flask cultivations to be performed in accordance with the process analytical technology (PAT) initiative. The comparison showed very good agreement between KPIs determined using offline data, manual techniques, and automatic calculations based on multiple signals of varying strengths with respect to the selected measurement signal.
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Rodrigues RCLB, Green Rodrigues B, Vieira Canettieri E, Acosta Martinez E, Palladino F, Wisniewski A, Rodrigues D. Comprehensive approach of methods for microstructural analysis and analytical tools in lignocellulosic biomass assessment - A review. BIORESOURCE TECHNOLOGY 2022; 348:126627. [PMID: 34958907 DOI: 10.1016/j.biortech.2021.126627] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 12/19/2021] [Accepted: 12/21/2021] [Indexed: 06/14/2023]
Abstract
The trend in the modern world is to replace fossil fuels with green energy sources in order to reduce their environmental impact. The biorefinery industry, within this premise, needs to establish quantitative and qualitative analytical methods to better understand lignocellulosic biomass composition and structure. This paper presents chemical techniques (chromatography, thermal analysis, HRMS, FTIR, NIR, and NMR) and physicochemical techniques (XRD, optical and electron microscopy techniques - Confocal fluorescence, Raman, SPM, AFM, SEM, and TEM) for the microstructural characterization of lignocellulosic biomass and its derivatives. Each of these tools provides different and complementary information regarding molecular and microstructural composition of lignocellulosic biomass. Understanding these properties is essential for the design and operation of associated biomass conversion processing facilities. PAT, monitored in real-time, ensures an economical and balanced mass-energy process. This review aimed to help researchers select the most suitable analytical technique with which to investigate biomass feedstocks with recalcitrant natures.
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Affiliation(s)
- Rita C L B Rodrigues
- Departament of Biotechnology, Lorena Engineering School, University of São Paulo (USP),12600-970, Lorena, SP, Brazil.
| | - Bruna Green Rodrigues
- Departament of Biotechnology, Lorena Engineering School, University of São Paulo (USP),12600-970, Lorena, SP, Brazil
| | - Eliana Vieira Canettieri
- Chemistry and Energy Department, Guaratinguetá Engineering Faculty, São Paulo State University (UNESP), 12516-410, Guaratinguetá, SP, Brazil
| | - Ernesto Acosta Martinez
- Department of Technology, State University of Feira de Santana (UEFS), 44036-900 Feira de Santana, BA, Brazil
| | - Fernanda Palladino
- Department of Microbiology, Institute of Biological Sciences, Federal University of Minas Gerais (UFMG), 31270-901 Belo Horizonte, MG, Brazil
| | - Alberto Wisniewski
- Department of Chemistry, Federal University of Sergipe (UFS), 49100-000 São Cristovão, SE, Brazil
| | - Durval Rodrigues
- Department of Materials Engineering, Lorena Engineering School, University of São Paulo (USP), Lorena, SP, Brazil
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Nachtergaele P, Thybaut J, De Meester S, Drijvers D, Saeys W, Dewulf J. Multivariate Analysis of Industrial Biorefinery Processes: Strategy for Improved Process Understanding with Case Studies in Fatty Acid Production. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c00515] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Pieter Nachtergaele
- Research Group STEN, Ghent University, Coupure Links 653, B-9000 Ghent, Belgium
- Oleon NV, Assenedestraat 2, B-9940 Evergem, Belgium
| | - Joris Thybaut
- Laboratory for Chemical Technology, Ghent University, Technologiepark 125, B-9052 Ghent, Belgium
| | - Steven De Meester
- Department of Green Chemistry and Technology, Ghent University, Graaf Karel de Goedelaan 5, B-8500 Kortrijk, Belgium
| | | | - Wouter Saeys
- Department of Biosystems, KU Leuven, Kasteelpark Arenberg 30, B-3001, Leuven, Belgium
| | - Jo Dewulf
- Research Group STEN, Ghent University, Coupure Links 653, B-9000 Ghent, Belgium
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Chandra R, Iqbal HMN, Vishal G, Lee HS, Nagra S. Algal biorefinery: A sustainable approach to valorize algal-based biomass towards multiple product recovery. BIORESOURCE TECHNOLOGY 2019; 278:346-359. [PMID: 30718075 DOI: 10.1016/j.biortech.2019.01.104] [Citation(s) in RCA: 103] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 01/21/2019] [Accepted: 01/22/2019] [Indexed: 02/08/2023]
Abstract
In recent years, ever-increasing socio-economic awareness, and negative impact of excessive petro consumption have redirected the research interests towards bio-resources such as algal-based biomass. In order to meet current bio-economy challenges to produce high-value multiple products at a time, new integrated processes in research and development are necessary. Though various strategies have been posited for conversion of algal-based biomass to fuel and fine chemicals, none of them has been proved as economically viable and energetically feasible. Therefore, a range of other bio-products needs to be pursued. In this context, the algal bio-refinery concept has appeared with notable solution to recover multiple products from a single operation process. Herein, an algal-based bio-refinery platform for fuel, food, and pharmaceuticals considering Bio-refinery Complexity Index (BCI) has been evaluated, as an indicator of techno-economic risks. This review presents recent developments on algal-biomass utilization for various value-added products as part of an integrated bio-refinery.
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Affiliation(s)
- Rashmi Chandra
- Tecnologico de Monterrey, School of Engineering and Sciences, Campus Monterrey, Ave. Eugenio Garza Sada 2501, Monterrey, N.L., CP 64849, Mexico; Tecnologico de Monterrey, School of Engineering and Science, Campus Toluca, Ave. Eduardo Monroy Cárdenas 2000, Toluca, State of Mexico CP 50110, Mexico; Biodesign Swette Center of Environmental Biotechnology, Arizona State University, Tempe, AZ 85287-5701, USA.
| | - Hafiz M N Iqbal
- Tecnologico de Monterrey, School of Engineering and Sciences, Campus Monterrey, Ave. Eugenio Garza Sada 2501, Monterrey, N.L., CP 64849, Mexico
| | - Garima Vishal
- Department of Chemical Engineering, Indian Institute of Technology, Hauz Khas, New Delhi, Delhi 110016, India
| | - Hyung-Sool Lee
- Civil & Environmental Engineering, University of Waterloo, 200 University Ave W, Waterloo, ON N2L 3G1, Canada
| | - Sunil Nagra
- Aavesh Green Sustainability Solutions S. De R. L. De. C. V. Monterrey, N.L. 64821, Mexico
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Salihoglu G, Salihoglu NK, Ucaroglu S, Banar M. Food loss and waste management in Turkey. BIORESOURCE TECHNOLOGY 2018; 248:88-99. [PMID: 28651872 DOI: 10.1016/j.biortech.2017.06.083] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2017] [Revised: 06/13/2017] [Accepted: 06/14/2017] [Indexed: 06/07/2023]
Abstract
Food waste can be an environmental and economic problem if not managed properly but it can meet various demands of a country if it is considered as a resource. The purpose of this report is to review the existing state of the field in Turkey and identify the potential of food waste as a resource. Food loss and waste (FLW) was examined throughout the food supply chain (FSC) and quantified using the FAO model. Edible FLW was estimated to be approximately 26milliontons/year. The amount of biodegradable waste was estimated based on waste statistics and research conducted on household food waste in Turkey. The total amount of biodegradable waste was found to be approximately 20milliontons/year, where more than 8.6milliontons/year of this waste is FLW from distribution and consumption in the FSC. Options for the end-of-life management of biodegradable wastes are also discussed in this review article.
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Affiliation(s)
- Guray Salihoglu
- Environmental Engineering Department, Faculty of Engineering, Uludag University, 16059 Bursa, Turkey.
| | - Nezih Kamil Salihoglu
- Environmental Engineering Department, Faculty of Engineering, Uludag University, 16059 Bursa, Turkey
| | - Selnur Ucaroglu
- Environmental Engineering Department, Faculty of Engineering, Uludag University, 16059 Bursa, Turkey
| | - Mufide Banar
- Environmental Engineering Department, Faculty of Engineering & Architecture, Anadolu University, Iki Eylul Campus, 26555 Eskisehir, Turkey
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