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Gracia J, Acevedo O, Acevedo P, Mosquera J, Montenegro C, Cabeza I. Statistical modeling and optimization of volatile fatty acids production by anaerobic digestion of municipal wastewater sludge. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024:10.1007/s11356-024-34091-2. [PMID: 39198346 DOI: 10.1007/s11356-024-34091-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 06/19/2024] [Indexed: 09/01/2024]
Abstract
Obtaining value-added products from renewable resources is limited by the lack of specific operating conditions optimized for the physico-chemical characteristics of the biomass and the desired end product. A mathematical model and statistical optimization were developed for the production of volatile fatty acids (VFAs) by anaerobic digestion of municipal sewage sludge. The experimental tests were carried out in triplicate and investigated a wide range of conditions: pH 9.5, 10.5, and 11.5; temperatures 25 °C, 35 °C, 45 °C, and 55 °C; primary sludge with organic loading (OL) of 10 and 14 g VS (volatile solids); and digested sludge with 4 and 6 g VS. Subsequently, a statistical search was performed to obtain optimal production conditions, then a statistical model of VFA production was developed and the optimal conditions were validated at pilot plant scale. The maximum VFA concentration predicted was 6975 mg COD (chemical oxygen demand)/L using primary sludge at 25 °C, initial OL of 14 g VS, and pH 10.5. The obtained third-degree model (r2 = 0.83) is a powerful tool for bioprocess scale-up, offering a promising avenue for sustainable waste management and biorefinery development.
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Affiliation(s)
- Jeniffer Gracia
- Universidad Distrital Francisco José de Caldas, 110221, Bogotá, Colombia
| | - Oscar Acevedo
- Faculty of Engineering, Design, and Innovation, Politécnico Grancolombiano, 110231, Bogotá, Colombia
| | | | - Jhessica Mosquera
- Department of Chemical and Environmental Engineering, Faculty of Engineering, Universidad Nacional de Colombia, 111321, Bogotá, Colombia
| | - Carlos Montenegro
- Universidad Distrital Francisco José de Caldas, 110221, Bogotá, Colombia
| | - Ivan Cabeza
- Energy, Materials and Environment Laboratory, Faculty of Engineering, Universidad de La Sabana, Autopista Norte, Campus Universitario Puente del Común, Km 7, 250001, Chía, Colombia.
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Casallas-Ojeda M, Cabeza I, Sanchez N, Caicedo-Concha DM, Astals S. Cheese whey and dairy manure anaerobic co-digestion at psychrophilic conditions: Technical and environmental evaluation. ENVIRONMENTAL RESEARCH 2024; 251:118525. [PMID: 38408629 DOI: 10.1016/j.envres.2024.118525] [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: 11/30/2023] [Revised: 01/28/2024] [Accepted: 02/19/2024] [Indexed: 02/28/2024]
Abstract
Cheese whey (CW) and dairy manure (DM) are the main residues from the dairy industry, both of which can led to significant negative environment impacts if not properly managed. However, their combined anaerobic digestion represents an opportunity to obtain bioenergy and a stabilised material as a soil improver on the farm. Biochemical potential of methane (BMP) assays were carried out at psychrophilic conditions (20 °C) to analyse the influence on biomethane production of different CW:DM mixtures (% w/w) at different of inoculum-to-substrate ratios (ISR). Based on the BMP results, a life cycle assessment (LCA) of the cheese manufacturing process was carried out considering two scenarios (i) considering the current process, where propane gas and electricity are used for cheese production (ii) the incorporation of the biogas generated in the cheese production process in the company. BMP results showed that the best mixture between CW and DM was 65:35 (weight basis) at an organic load of 0.6 gVS/L (ISR of X). The LCA showed that CW and DM anaerobic digestion allowed to reduce the cheese manufacturing carbon footprint from through the substitution of propane by the biogas produced, changing from 5.5 to 3.1 kg CO2-eq/kg cheese produced, which indicates that according to the monthly production (633.6 kg) it would stop emitting about 1519 kg CO2-eq, i.e. a saving in terms of emissions of approximately 43,6% of the total currently generated.
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Affiliation(s)
- Miguel Casallas-Ojeda
- Energy, Materials and Environment Laboratory, Faculty of Engineering, Universidad de La Sabana, Campus Universitario Puente del Común, Km. 7 Autopista Norte, 250001, Bogotá, Colombia; Doctoral Program in Engineering, Faculty of Engineering, Universidad de La Sabana, Campus Universitario Puente del Común, Km. 7 Autopista Norte, 250001, Bogotá, Colombia; Department of Chemical Engineering and Analytical Chemistry, University of Barcelona, 08028, Barcelona, Spain
| | - Ivan Cabeza
- Energy, Materials and Environment Laboratory, Faculty of Engineering, Universidad de La Sabana, Campus Universitario Puente del Común, Km. 7 Autopista Norte, 250001, Bogotá, Colombia.
| | - Nestor Sanchez
- Energy, Materials and Environment Laboratory, Faculty of Engineering, Universidad de La Sabana, Campus Universitario Puente del Común, Km. 7 Autopista Norte, 250001, Bogotá, Colombia
| | - Diana M Caicedo-Concha
- Faculty of Engineering, Universidad Cooperativa de Colombia, Carrera 73 # 2A - 80, 760035, Cali, Colombia
| | - Sergi Astals
- Department of Chemical Engineering and Analytical Chemistry, University of Barcelona, 08028, Barcelona, Spain
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