Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Sewage Sludge and the Organic Fraction of Municipal Waste at Pilot Scale
The increasing generation of organic waste, both solid and liquid, such as sewage sludge (SS) and the organic fraction of municipal solid waste (OFMSW), along with the energy and material demand associated with population growth, drives the search for holistic alternatives for the efficient manageme...
- Autores:
-
Pulgarin Muñoz, Carlos Esteven
- Tipo de recurso:
- Doctoral thesis
- Fecha de publicación:
- 2025
- Institución:
- Universidad de Antioquia
- Repositorio:
- Repositorio UdeA
- Idioma:
- eng
- OAI Identifier:
- oai:bibliotecadigital.udea.edu.co:10495/46415
- Acceso en línea:
- https://hdl.handle.net/10495/46415
- Palabra clave:
- Sewage sludge
Lodos de depuradoras
Residuos urbanos
Residuos sólidos
Biogas
Metano
Methane
Digestate and Kinetic models
Anaerobic co-digestion
Organic fraction of municipal solid waste
http://id.loc.gov/authorities/subjects/sh85120516
ODS 3: Salud y bienestar. Garantizar una vida sana y promover el bienestar de todos a todas las edades
ODS 6: Agua limpia y saneamiento. Garantizar la disponibilidad y la gestión sostenible del agua y el saneamiento para todos
- Rights
- openAccess
- License
- http://purl.org/coar/access_right/c_abf2
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| dc.title.eng.fl_str_mv |
Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Sewage Sludge and the Organic Fraction of Municipal Waste at Pilot Scale |
| dc.title.translated.none.fl_str_mv |
Evaluación de la Influencia de las Variaciones de Parámetros Operativos en una Planta Piloto de Co-Digestión Anaerobia de Lodos Residuales y la Fracción Orgánica de Residuos Sólidos Municipales. |
| title |
Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Sewage Sludge and the Organic Fraction of Municipal Waste at Pilot Scale |
| spellingShingle |
Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Sewage Sludge and the Organic Fraction of Municipal Waste at Pilot Scale Sewage sludge Lodos de depuradoras Residuos urbanos Residuos sólidos Biogas Metano Methane Digestate and Kinetic models Anaerobic co-digestion Organic fraction of municipal solid waste http://id.loc.gov/authorities/subjects/sh85120516 ODS 3: Salud y bienestar. Garantizar una vida sana y promover el bienestar de todos a todas las edades ODS 6: Agua limpia y saneamiento. Garantizar la disponibilidad y la gestión sostenible del agua y el saneamiento para todos |
| title_short |
Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Sewage Sludge and the Organic Fraction of Municipal Waste at Pilot Scale |
| title_full |
Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Sewage Sludge and the Organic Fraction of Municipal Waste at Pilot Scale |
| title_fullStr |
Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Sewage Sludge and the Organic Fraction of Municipal Waste at Pilot Scale |
| title_full_unstemmed |
Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Sewage Sludge and the Organic Fraction of Municipal Waste at Pilot Scale |
| title_sort |
Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Sewage Sludge and the Organic Fraction of Municipal Waste at Pilot Scale |
| dc.creator.fl_str_mv |
Pulgarin Muñoz, Carlos Esteven |
| dc.contributor.advisor.none.fl_str_mv |
Saldarriaga Molina, Julio César |
| dc.contributor.author.none.fl_str_mv |
Pulgarin Muñoz, Carlos Esteven |
| dc.contributor.researchgroup.none.fl_str_mv |
Grupo de Investigación y Laboratorio de Monitoreo Ambiental G-LIMA |
| dc.contributor.jury.none.fl_str_mv |
Rodriguez Loaiza, Diana Catalina Carvajal Flórez, Elizabeth González Morales, Carolina |
| dc.subject.lcsh.none.fl_str_mv |
Sewage sludge Lodos de depuradoras |
| topic |
Sewage sludge Lodos de depuradoras Residuos urbanos Residuos sólidos Biogas Metano Methane Digestate and Kinetic models Anaerobic co-digestion Organic fraction of municipal solid waste http://id.loc.gov/authorities/subjects/sh85120516 ODS 3: Salud y bienestar. Garantizar una vida sana y promover el bienestar de todos a todas las edades ODS 6: Agua limpia y saneamiento. Garantizar la disponibilidad y la gestión sostenible del agua y el saneamiento para todos |
| dc.subject.lemb.none.fl_str_mv |
Residuos urbanos Residuos sólidos Biogas Metano Methane |
| dc.subject.proposal.eng.fl_str_mv |
Digestate and Kinetic models Anaerobic co-digestion Organic fraction of municipal solid waste |
| dc.subject.lcshuri.none.fl_str_mv |
http://id.loc.gov/authorities/subjects/sh85120516 |
| dc.subject.ods.none.fl_str_mv |
ODS 3: Salud y bienestar. Garantizar una vida sana y promover el bienestar de todos a todas las edades ODS 6: Agua limpia y saneamiento. Garantizar la disponibilidad y la gestión sostenible del agua y el saneamiento para todos |
| description |
The increasing generation of organic waste, both solid and liquid, such as sewage sludge (SS) and the organic fraction of municipal solid waste (OFMSW), along with the energy and material demand associated with population growth, drives the search for holistic alternatives for the efficient management of these wastes. These alternatives aim not only at proper waste management but also at harnessing these wastes to meet energy and material needs. In this context, concepts such as the circular economy and biorefineries have gained prominence, with anaerobic digestion (AD) being one of the most relevant biochemical processes, based on the action of a series of microorganisms that enable the degradation of organic matter. This process begins with hydrolysis, where microorganisms secrete enzymes that break down high-molecular-weight compounds such as proteins, carbohydrates, and lipids into simpler molecules like sugars and amino acids. However, this stage is limiting due to the slow degradation rate. Subsequently, during acidogenesis, other microorganisms transform the intermediate products into volatile fatty acids (VFAs), which are used in the final stages to produce acetate and methane gas. Both SS and OFMSW have great potential to be treated through anaerobic digestion. However, anaerobic mono-digestion (AMoD) of these wastes may present limitations, such as nutrient imbalance in the case of SS, or process inhibition due to the accumulation of VFA´s in the AMoD of OFMSW. Anaerobic co-digestion (ACoD), which involves the combination of two or more waste types, emerges as a strategy to enhance process efficiency. This approach helps to regulate nutrient imbalances and optimize operational conditions, improving both methane production and digestate quality. Regarding methane, the goal is to achieve a high conversion of organic matter to CH₄, while ensuring that the digestate meets the necessary safety standards for human and environmental health. The co-digestion of SS and OFMSW represents an intersectoral strategy that integrates wastewater and municipal waste management, reducing costs and promoting a holistic approach. In the last decade, ACoD of both SS and OFMSW has grown significantly, facilitating energy recovery and achieving economic benefits by replacing fossil fuels in the production of heat and electricity. However, a literature review reveals that most studies have been conducted at the laboratory scale and under controlled conditions. Additionally, of all the publications reviewed, only eight correspond to research conducted in Latin America: four in Brazil, two in Argentina, one in Chile, and one in Colombia. This presents significant challenges for the region, as despite the existence of relevant global studies, implementing these results is not straightforward. Environmental conditions, such as temperature, vary significantly. For example, in countries with marked seasons, boilers are required to maintain the temperature of the bioreactors, while in tropical countries, where the temperature is more constant, strict thermal control may not be necessary for good methane production. |
| publishDate |
2025 |
| dc.date.accessioned.none.fl_str_mv |
2025-06-19T14:52:57Z |
| dc.date.issued.none.fl_str_mv |
2025 |
| dc.type.none.fl_str_mv |
Trabajo de grado - Doctorado |
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http://purl.org/coar/resource_type/c_db06 |
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http://purl.org/redcol/resource_type/TD |
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Text |
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http://purl.org/coar/version/c_b1a7d7d4d402bcce |
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info:eu-repo/semantics/doctoralThesis |
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info:eu-repo/semantics/draft |
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http://purl.org/coar/resource_type/c_db06 |
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draft |
| dc.identifier.citation.none.fl_str_mv |
Pulgarín-Muñoz, E.(2025). Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Residual Sludge and the Organic Fraction of Municipal Waste at Pilot Scale. [Tesis doctoral]. Universidad de Antioquia, Medellín, Colombia. |
| dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/10495/46415 |
| identifier_str_mv |
Pulgarín-Muñoz, E.(2025). Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Residual Sludge and the Organic Fraction of Municipal Waste at Pilot Scale. [Tesis doctoral]. Universidad de Antioquia, Medellín, Colombia. |
| url |
https://hdl.handle.net/10495/46415 |
| dc.language.iso.none.fl_str_mv |
eng |
| language |
eng |
| dc.relation.references.none.fl_str_mv |
Al bkoor Alrawashdeh, K., Al-Sameraie, L., Al Bsoul, A., Khasawneh, A., & Al-Tabbal, J. (2024). Correlation between kinetic parameters, reactor performance, and biogas and methane potential of co-digestion and mono-digestion of active sludge and olive mill wastewater. International Journal of Low-Carbon Technologies, 19, 1501–1515. https://doi.org/10.1093/ijlct/ctae093 Al-samet, M. A., Goto, M., Mubarak, N. M., & Al-Muraisy, S. A. (2021). Evaluating the biomethane potential from the anaerobic co-digestion of palm oil mill effluent, food waste, and sewage sludge in Malaysia. Environmental Science and Pollution Research, 28(47), 67632–67645. https://doi.org/10.1007/s11356-021-15287-2 Alves, I. R. F. S., Mahler, C. F., Oliveira, L. B., Reis, M. M., & Bassin, J. P. (2022). Investigating the effect of crude glycerol from biodiesel industry on the anaerobic co-digestion of sewage sludge and food waste in ternary mixtures. Energy, 241. https://doi.org/10.1016/j.energy.2021.122818 An, X., Xu, Y., & Dai, X. (2024). Biohythane production from two-stage anaerobic digestion of food waste: A review. Journal of Environmental Sciences (China), 139, 334–349. https://doi.org/10.1016/j.jes.2023.04.031 Arelli, V., Mamindlapelli, N. K., Begum, S., Juntupally, S., & Anupoju, G. R. (2021). Solid state anaerobic digestion of food waste and sewage sludge: Impact of mixing ratios and temperature on microbial diversity, reactor stability and methane yield. Science of the Total Environment, 793, 148586. https://doi.org/10.1016/j.scitotenv.2021.148586 BaptistaTang, R., Zhang, Q., Chen, Y. D., Bai, W. J., Xu, J. J., Pang, Y., An, Y., Zhou, Z., & Hu, Z. H. (2024). Deciphering pathogens inactivation mechanism during anaerobic co-digestion of food waste and waste activated sludge: The role of pH. Chemical Engineering Journal, 498. https://doi.org/10.1016/j.cej.2024.155197 Baldi, F., Pecorini, I., & Iannelli, R. (2019). Comparison of single-stage and two-stage anaerobic co-digestion of food waste and activated sludge for hydrogen and methane production. Renewable Energy, 143, 1755–1765. https://doi.org/10.1016/j.renene.2019.05.122 Bedoić, R., Špehar, A., Puljko, J., Čuček, L., Ćosić, B., Pukšec, T., & Duić, N. (2020). Opportunities and challenges: Experimental and kinetic analysis of anaerobic co-digestion of food waste and rendering industry streams for biogas production. Renewable and Sustainable Energy Reviews, 130. https://doi.org/10.1016/j.rser.2020.109951 Buonocore, E., Mellino, S., De Angelis, G., Liu, G., & Ulgiati, S. (2018). Life cycle assessment indicators of urban wastewater and sewage sludge treatment. Ecological Indicators, 94, 13–23. https://doi.org/10.1016/j.ecolind.2016.04.047 Cao, X., Yuan, H., & Tian, Y. (2024). Anaerobic co-digestion of sewage sludge pretreated by thermal hydrolysis and food waste: gas production, dewatering performance, and community structure. Environmental Technology (United Kingdom), 45(4), 612–623. https://doi.org/10.1080/09593330.2022.2118083 Casallas-Ojeda, M., Cabeza, I., Sanchez, N., Caicedo-Concha, D. M., & Astals, S. (2024). Cheese whey and dairy manure anaerobic co-digestion at psychrophilic conditions: Technical and environmental evaluation. Environmental Research, 251. https://doi.org/10.1016/j.envres.2024.118525 Choudhary, A., Kumar, A., & Kumar, S. (2020). Techno-economic analysis, kinetics, global warming potential comparison and optimization of a pilot-scale unheated semi-continuous anaerobic reactor in a hilly area: For north Indian hilly states. Renewable Energy, 155, 1181–1190. https://doi.org/10.1016/j.renene.2020.04.034 Cui, M. H., Zheng, Z. Y., Yang, M., Sangeetha, T., Zhang, Y., Liu, H. B., Fu, B., Liu, H., & Chen, C. J. (2021). Revealing hydrodynamics and energy efficiency of mixing for high-solid anaerobic digestion of waste activated sludge. Waste Management, 121, 1–10. https://doi.org/10.1016/j.wasman.2020.11.054 Elif Gulsen Akbay, H. (2024). Anaerobic mono and co-digestion of agro-industrial waste and municipal sewage sludge: Biogas production potential, kinetic modelling, and digestate characteristics. Fuel, 355(August 2023), 129468. https://doi.org/10.1016/j.fuel.2023.129468 El-Mashad, H. M. (2013). Kinetics of methane production from the codigestion of switchgrass and Spirulina platensis algae. Bioresource Technology, 132, 305–312. https://doi.org/10.1016/j.biortech.2012.12.183 Feng, K., Yang, L., Chen, L., Jing, Q., Li, H., Li, D., Liu, J., Cai, J., & Deng, Z. (2023). Enhanced methane production from the co-digestion of food waste and thermally hydrolyzed sludge filtrate. Journal of Environmental Management, 342(February), 118169. https://doi.org/10.1016/j.jenvman.2023.118169 Gao, Q., Li, L., Wang, K., & Zhao, Q. (2023). Mass Transfer Enhancement in High-Solids Anaerobic Digestion of Organic Fraction of Municipal Solid Wastes: A Review. In Bioengineering (Vol. 10, Issue 9). Multidisciplinary Digital Publishing Institute (MDPI). https://doi.org/10.3390/bioengineering10091084 Gómez Miranda, I. N., Fernández Jaramillo, J. M., & Peñuela M, G. A. (2021). Hybrid Multivariate Statistical and Neural Network Model to Predict Greenhouse Gas Emissions. Arabian Journal for Science and Engineering, 46(10), 10113–10123. https://doi.org/10.1007/s13369-020-05226-7 Iqbal, A., Zan, F., Siddiqui, M. A., Nizamuddin, S., & Chen, G. (2022). Integrated treatment of food waste with wastewater and sewage sludge: Energy and carbon footprint analysis with economic implications. Science of the Total Environment, 825, 154052. https://doi.org/10.1016/j.scitotenv.2022.154052 Kaza, S., Yao, L., Bhada-Tata, P., & Van Woerden, F. (2018). What a waste. In W. B. Group (Ed.), Manager (Issue APRIL/MAY, pp. 28–29). https://doi.org/10.1680/imuen.2000.32747 Kumari, M., & Chandel, M. K. (2023). Anaerobic Co-digestion of sewage sludge and organic fraction of municipal solid waste: Focus on mix ratio optimization and synergistic effects. Journal of Environmental Management, 345(August), 118821. https://doi.org/10.1016/j.jenvman.2023.118821 Lohani, S. P., Shakya, S., Gurung, P., Dhungana, B., Paudel, D., & Mainali, B. (2021). Anaerobic co-digestion of food waste, poultry litter and sewage sludge: seasonal performance under ambient condition and model evaluation. Energy Sources, Part A: Recovery, Utilization and Environmental Effects, 00(00), 1–16. https://doi.org/10.1080/15567036.2021.1887976 Li, L., Wang, K., Sun, Z., Zhao, Q., Zhou, H., Gao, Q., Jiang, J., & Mei, W. (2022). Effect of optimized intermittent mixing during high-solids anaerobic co-digestion of food waste and sewage sludge: Simulation, performance, and mechanisms. 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L., Petrik, M., Siménfalvi, Z., & Szamosi, Z. (2021). Enhancing efficiency of anaerobic digestion by optimization of mixing regimes using helical ribbon impeller. Fermentation, 7(4). https://doi.org/10.3390/fermentation7040251 Mirabi, M., Karrabi, M., & Shahnavaz, B. (2024). Anaerobic co-digestion of lignocellulosic/lipidic wastes with cattle manure: Investigating biogas production and methane yield. Fuel, 366. https://doi.org/10.1016/j.fuel.2024.131286 Polastri, P., Moreira, W. M., Martins, D. C. C., Fiewski, A. C., Schüler de Oliveira, M. A., Janeiro, V., Vareschini, D. T., & Gimenes, M. L. (2024). Anaerobic co‑digestion of bovine ruminal waste and brewery spent grain: Effects of inoculum to substrate ratio, mixing ratio, process stability, organic matter removal, and methane yield. Biochemical Engineering Journal, 210. https://doi.org/10.1016/j.bej.2024.109414 Penteado, T. Z., Santana, R. S. S., Dibiazi, A. L. B., De Pinho, S. C., Ribeiro, R., & Tommaso, G. (2011). Effect of agitation on the performance of an anaerobic sequencing batch biofilm reactor in the treatment of dairy effluents. Water Science and Technology, 63(5), 996–1003. https://doi.org/10.2166/wst.2011.281 Percy, A. J., & Edwin, M. (2024). A comprehensive review on the production and enhancement techniques of gaseous biofuels and their applications in IC engines with special reference to the associated performance and emission characteristics. In Science of the Total Environment (Vol. 934). Elsevier B.V. https://doi.org/10.1016/j.scitotenv.2024.173087 Pulgarin Muñoz, C. E., Saldarriaga Molina, J. C., & Correa Ochoa, M. A. (2022). Análisis y perspectivas del tratamiento anaerobio y el aprovechamiento de lodos biológicos en América Latina. Revista EIA, 19(38), 1–6. https://doi.org/10.24050/reia.v19i38.1516 Rahmani, A. M., Tyagi, V. K., Ahmed, B., Kazmi, A. A., Ojha, C. S. P., & Singh, R. (2022). Critical insights into anaerobic co-digestion of wheat straw with food waste and cattle manure: Synergistic effects on biogas yield and kinetic modeling. Environmental Research, 212. https://doi.org/10.1016/j.envres.2022.113382 Ratanatamskul, C., & Saleart, T. (2016). Effects of sludge recirculation rate and mixing time on performance of a prototype single-stage anaerobic digester for conversion of food wastes to biogas and energy recovery. Environmental Science and Pollution Research, 23(8), 7092–7098. https://doi.org/10.1007/s11356-015-4448-0 Riungu, J., Ronteltap, M., & van Lier, J. B. (2018). Volatile fatty acids build-up and its effect on E. coli inactivation during excreta stabilisation in single-stage and two-stage systems. Journal of Water Sanitation and Hygiene for Development, 8(2), 257–267. https://doi.org/10.2166/washdev.2018.160 Vidal-Antich, C., Perez-Esteban, N., Astals, S., Peces, M., Mata-Alvarez, J., & Dosta, J. (2021). Assessing the potential of waste activated sludge and food waste co-fermentation for carboxylic acids production. Science of the Total Environment, 757, 143763. https://doi.org/10.1016/j.scitotenv.2020.143763 Zhou, Y., Hu, Y., Chen, A. J. Y., Cheng, Z., Bi, Z., Zhang, R., & Lou, Z. (2022). Environmental impacts and nutrient distribution routes for food waste separated disposal on large-scale anaerobic digestion/ composting plants. Journal of Environmental Management, 318(April), 115624. https://doi.org/10.1016/j.jenvman.2022.115624 |
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Saldarriaga Molina, Julio CésarPulgarin Muñoz, Carlos EstevenGrupo de Investigación y Laboratorio de Monitoreo Ambiental G-LIMARodriguez Loaiza, Diana CatalinaCarvajal Flórez, ElizabethGonzález Morales, Carolina2025-06-19T14:52:57Z2025Pulgarín-Muñoz, E.(2025). Evaluation of the Influence of Operating Parameter Variations in an Anaerobic Co-Digestion Plant for Residual Sludge and the Organic Fraction of Municipal Waste at Pilot Scale. [Tesis doctoral]. Universidad de Antioquia, Medellín, Colombia.https://hdl.handle.net/10495/46415The increasing generation of organic waste, both solid and liquid, such as sewage sludge (SS) and the organic fraction of municipal solid waste (OFMSW), along with the energy and material demand associated with population growth, drives the search for holistic alternatives for the efficient management of these wastes. These alternatives aim not only at proper waste management but also at harnessing these wastes to meet energy and material needs. In this context, concepts such as the circular economy and biorefineries have gained prominence, with anaerobic digestion (AD) being one of the most relevant biochemical processes, based on the action of a series of microorganisms that enable the degradation of organic matter. This process begins with hydrolysis, where microorganisms secrete enzymes that break down high-molecular-weight compounds such as proteins, carbohydrates, and lipids into simpler molecules like sugars and amino acids. However, this stage is limiting due to the slow degradation rate. Subsequently, during acidogenesis, other microorganisms transform the intermediate products into volatile fatty acids (VFAs), which are used in the final stages to produce acetate and methane gas. Both SS and OFMSW have great potential to be treated through anaerobic digestion. However, anaerobic mono-digestion (AMoD) of these wastes may present limitations, such as nutrient imbalance in the case of SS, or process inhibition due to the accumulation of VFA´s in the AMoD of OFMSW. Anaerobic co-digestion (ACoD), which involves the combination of two or more waste types, emerges as a strategy to enhance process efficiency. This approach helps to regulate nutrient imbalances and optimize operational conditions, improving both methane production and digestate quality. Regarding methane, the goal is to achieve a high conversion of organic matter to CH₄, while ensuring that the digestate meets the necessary safety standards for human and environmental health. The co-digestion of SS and OFMSW represents an intersectoral strategy that integrates wastewater and municipal waste management, reducing costs and promoting a holistic approach. In the last decade, ACoD of both SS and OFMSW has grown significantly, facilitating energy recovery and achieving economic benefits by replacing fossil fuels in the production of heat and electricity. However, a literature review reveals that most studies have been conducted at the laboratory scale and under controlled conditions. Additionally, of all the publications reviewed, only eight correspond to research conducted in Latin America: four in Brazil, two in Argentina, one in Chile, and one in Colombia. This presents significant challenges for the region, as despite the existence of relevant global studies, implementing these results is not straightforward. Environmental conditions, such as temperature, vary significantly. For example, in countries with marked seasons, boilers are required to maintain the temperature of the bioreactors, while in tropical countries, where the temperature is more constant, strict thermal control may not be necessary for good methane production.ResiduosCOL0211911TESIS CON DISTINCIÓN: Cum Laude (Meritoria)DoctoradoDoctor en Ingeniería Ambiental171 páginasapplication/pdfengUniversidad de AntioquiaDoctorado en Ingeniería AmbientalFacultad de IngenieríaCampus Medellín - Ciudad UniversitariaSewage sludgeLodos de depuradorasResiduos urbanosResiduos sólidosBiogasMetanoMethaneDigestate and Kinetic modelsAnaerobic co-digestionOrganic fraction of municipal solid wastehttp://id.loc.gov/authorities/subjects/sh85120516ODS 3: Salud y bienestar. Garantizar una vida sana y promover el bienestar de todos a todas las edadesODS 6: Agua limpia y saneamiento. 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Journal of Environmental Management, 318(April), 115624. https://doi.org/10.1016/j.jenvman.2022.115624info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2PublicationORIGINALPulgarinEsteven_2025_EvaluationInfluenceOperatingParameterPulgarinEsteven_2025_EvaluationInfluenceOperatingParameterTesis doctoralapplication/pdf16315411https://bibliotecadigital.udea.edu.co/bitstreams/cfb7369c-198e-4fea-902e-d20bb1be6847/download196424cf9e96eb70932548417675acdcMD51trueAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-814837https://bibliotecadigital.udea.edu.co/bitstreams/1a6a2339-95cd-4869-a4b7-f0c4c4c25355/downloadb76e7a76e24cf2f94b3ce0ae5ed275d0MD52falseAnonymousREADTEXTPulgarinEsteven_2025_EvaluationInfluenceOperatingParameter.txtPulgarinEsteven_2025_EvaluationInfluenceOperatingParameter.txtExtracted 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Vwcm9kdWNpciBsYSBPYnJhIGluY29ycG9yYWRhIGVuIGxhcyBPYnJhcyBDb2xlY3RpdmFzLgpiLiBEaXN0cmlidWlyIGNvcGlhcyBvIGZvbm9ncmFtYXMgZGUgbGFzIE9icmFzLCBleGhpYmlybGFzIHDDumJsaWNhbWVudGUsIGVqZWN1dGFybGFzIHDDumJsaWNhbWVudGUgeS9vIHBvbmVybGFzIGEgZGlzcG9zaWNpw7NuIHDDumJsaWNhLCBpbmNsdXnDqW5kb2xhcyBjb21vIGluY29ycG9yYWRhcyBlbiBPYnJhcyBDb2xlY3RpdmFzLCBzZWfDum4gY29ycmVzcG9uZGEuCmMuIERpc3RyaWJ1aXIgY29waWFzIGRlIGxhcyBPYnJhcyBEZXJpdmFkYXMgcXVlIHNlIGdlbmVyZW4sIGV4aGliaXJsYXMgcMO6YmxpY2FtZW50ZSwgZWplY3V0YXJsYXMgcMO6YmxpY2FtZW50ZSB5L28gcG9uZXJsYXMgYSBkaXNwb3NpY2nDs24gcMO6YmxpY2EuCgpMb3MgZGVyZWNob3MgbWVuY2lvbmFkb3MgYW50ZXJpb3JtZW50ZSBwdWVkZW4gc2VyIGVqZXJjaWRvcyBlbiB0b2RvcyBsb3MgbWVkaW9zIHkgZm9ybWF0b3MsIGFjdHVhbG1lbnRlIGNvbm9jaWRvcyBvIHF1ZSBzZSBpbnZlbnRlbiBlbiBlbCBmdXR1cm8uIExvcyBkZXJlY2hvcyBhbnRlcyBtZW5jaW9uYWRvcyBpbmNsdXllbiBlbCBkZXJlY2hvIGEgcmVhbGl6YXIgZGljaGFzIG1vZGlmaWNhY2lvbmVzIGVuIGxhIG1lZGlkYSBxdWUgc2VhbiB0w6ljbmljYW1lbnRlIG5lY2VzYXJpYXMgcGFyYSBlamVyY2VyIGxvcyBkZXJlY2hvcyBlbiBvdHJvIG1lZGlvIG8gZm9ybWF0b3MsIHBlcm8gZGUgb3RyYSBtYW5lcmEgdXN0ZWQgbm8gZXN0w6EgYXV0b3JpemFkbyBwYXJhIHJlYWxpemFyIG9icmFzIGRlcml2YWRhcy4gVG9kb3MgbG9zIGRlcmVjaG9zIG5vIG90b3JnYWRvcyBleHByZXNhbWVudGUgcG9yIGVsIExpY2VuY2lhbnRlIHF1ZWRhbiBwb3IgZXN0ZSBtZWRpbyByZXNlcnZhZG9zLCBpbmNsdXllbmRvIHBlcm8gc2luIGxpbWl0YXJzZSBhIGFxdWVsbG9zIHF1ZSBzZSBtZW5jaW9uYW4gZW4gbGFzIHNlY2Npb25lcyA0KGQpIHkgNChlKS4KICAgIAo0LiBSZXN0cmljY2lvbmVzLgpMYSBsaWNlbmNpYSBvdG9yZ2FkYSBlbiBsYSBhbnRlcmlvciBTZWNjacOzbiAzIGVzdMOhIGV4cHJlc2FtZW50ZSBzdWpldGEgeSBsaW1pdGFkYSBwb3IgbGFzIHNpZ3VpZW50ZXMgcmVzdHJpY2Npb25lczoKYS4gVXN0ZWQgcHVlZGUgZGlzdHJpYnVpciwgZXhoaWJpciBww7pibGljYW1lbnRlLCBlamVjdXRhciBww7pibGljYW1lbnRlLCBvIHBvbmVyIGEgZGlzcG9zaWNpw7NuIHDDumJsaWNhIGxhIE9icmEgc8OzbG8gYmFqbyBsYXMgY29uZGljaW9uZXMgZGUgZXN0YSBMaWNlbmNpYSwgeSBVc3RlZCBkZWJlIGluY2x1aXIgdW5hIGNvcGlhIGRlIGVzdGEgbGljZW5jaWEgbyBkZWwgSWRlbnRpZmljYWRvciBVbml2ZXJzYWwgZGUgUmVjdXJzb3MgZGUgbGEgbWlzbWEgY29uIGNhZGEgY29waWEgZGUgbGEgT2JyYSBxdWUgZGlzdHJpYnV5YSwgZXhoaWJhIHDDumJsaWNhbWVudGUsIGVqZWN1dGUgcMO6YmxpY2FtZW50ZSBvIHBvbmdhIGEgZGlzcG9zaWNpw7NuIHDDumJsaWNhLiBObyBlcyBwb3NpYmxlIG9mcmVjZXIgbyBpbXBvbmVyIG5pbmd1bmEgY29uZGljacOzbiBzb2JyZSBsYSBPYnJhIHF1ZSBhbHRlcmUgbyBsaW1pdGUgbGFzIGNvbmRpY2lvbmVzIGRlIGVzdGEgTGljZW5jaWEgbyBlbCBlamVyY2ljaW8gZGUgbG9zIGRlcmVjaG9zIGRlIGxvcyBkZXN0aW5hdGFyaW9zIG90b3JnYWRvcyBlbiBlc3RlIGRvY3VtZW50by4gTm8gZXMgcG9zaWJsZSBzdWJsaWNlbmNpYXIgbGEgT2JyYS4gVXN0ZWQgZGViZSBtYW50ZW5lciBpbnRhY3RvcyB0b2RvcyBsb3MgYXZpc29zIHF1ZSBoYWdhbiByZWZlcmVuY2lhIGEgZXN0YSBMaWNlbmNpYSB5IGEgbGEgY2zDoXVzdWxhIGRlIGxpbWl0YWNpw7NuIGRlIGdhcmFudMOtYXMuIFVzdGVkIG5vIHB1ZWRlIGRpc3RyaWJ1aXIsIGV4aGliaXIgcMO6YmxpY2FtZW50ZSwgZWplY3V0YXIgcMO6YmxpY2FtZW50ZSwgbyBwb25lciBhIGRpc3Bvc2ljacOzbiBww7pibGljYSBsYSBPYnJhIGNvbiBhbGd1bmEgbWVkaWRhIHRlY25vbMOzZ2ljYSBxdWUgY29udHJvbGUgZWwgYWNjZXNvIG8gbGEgdXRpbGl6YWNpw7NuIGRlIGVsbGEgZGUgdW5hIGZvcm1hIHF1ZSBzZWEgaW5jb25zaXN0ZW50ZSBjb24gbGFzIGNvbmRpY2lvbmVzIGRlIGVzdGEgTGljZW5jaWEuIExvIGFudGVyaW9yIHNlIGFwbGljYSBhIGxhIE9icmEgaW5jb3Jwb3JhZGEgYSB1bmEgT2JyYSBDb2xlY3RpdmEsIHBlcm8gZXN0byBubyBleGlnZSBxdWUgbGEgT2JyYSBDb2xlY3RpdmEgYXBhcnRlIGRlIGxhIG9icmEgbWlzbWEgcXVlZGUgc3VqZXRhIGEgbGFzIGNvbmRpY2lvbmVzIGRlIGVzdGEgTGljZW5jaWEuIFNpIFVzdGVkIGNyZWEgdW5hIE9icmEgQ29sZWN0aXZhLCBwcmV2aW8gYXZpc28gZGUgY3VhbHF1aWVyIExpY2VuY2lhbnRlIGRlYmUsIGVuIGxhIG1lZGlkYSBkZSBsbyBwb3NpYmxlLCBlbGltaW5hciBkZSBsYSBPYnJhIENvbGVjdGl2YSBjdWFscXVpZXIgcmVmZXJlbmNpYSBhIGRpY2hvIExpY2VuY2lhbnRlIG8gYWwgQXV0b3IgT3JpZ2luYWwsIHNlZ8O6biBsbyBzb2xpY2l0YWRvIHBvciBlbCBMaWNlbmNpYW50ZSB5IGNvbmZvcm1lIGxvIGV4aWdlIGxhIGNsw6F1c3VsYSA0KGMpLgpiLiBVc3RlZCBubyBwdWVkZSBlamVyY2VyIG5pbmd1bm8gZGUgbG9zIGRlcmVjaG9zIHF1ZSBsZSBoYW4gc2lkbyBvdG9yZ2Fkb3MgZW4gbGEgU2VjY2nDs24gMyBwcmVjZWRlbnRlIGRlIG1vZG8gcXVlIGVzdMOpbiBwcmluY2lwYWxtZW50ZSBkZXN0aW5hZG9zIG8gZGlyZWN0YW1lbnRlIGRpcmlnaWRvcyBhIGNvbnNlZ3VpciB1biBwcm92ZWNobyBjb21lcmNpYWwgbyB1bmEgY29tcGVuc2FjacOzbiBtb25ldGFyaWEgcHJpdmFkYS4gRWwgaW50ZXJjYW1iaW8gZGUgbGEgT2JyYSBwb3Igb3RyYXMgb2JyYXMgcHJvdGVnaWRhcyBwb3IgZGVyZWNob3MgZGUgYXV0b3IsIHlhIHNlYSBhIHRyYXbDqXMgZGUgdW4gc2lzdGVtYSBwYXJhIGNvbXBhcnRpciBhcmNoaXZvcyBkaWdpdGFsZXMgKGRpZ2l0YWwgZmlsZS1zaGFyaW5nKSBvIGRlIGN1YWxxdWllciBvdHJhIG1hbmVyYSBubyBzZXLDoSBjb25zaWRlcmFkbyBjb21vIGVzdGFyIGRlc3RpbmFkbyBwcmluY2lwYWxtZW50ZSBvIGRpcmlnaWRvIGRpcmVjdGFtZW50ZSBhIGNvbnNlZ3VpciB1biBwcm92ZWNobyBjb21lcmNpYWwgbyB1bmEgY29tcGVuc2FjacOzbiBtb25ldGFyaWEgcHJpdmFkYSwgc2llbXByZSBxdWUgbm8gc2UgcmVhbGljZSB1biBwYWdvIG1lZGlhbnRlIHVuYSBjb21wZW5zYWNpw7NuIG1vbmV0YXJpYSBlbiByZWxhY2nDs24gY29uIGVsIGludGVyY2FtYmlvIGRlIG9icmFzIHByb3RlZ2lkYXMgcG9yIGVsIGRlcmVjaG8gZGUgYXV0b3IuCmMuIFNpIHVzdGVkIGRpc3RyaWJ1eWUsIGV4aGliZSBww7pibGljYW1lbnRlLCBlamVjdXRhIHDDumJsaWNhbWVudGUgbyBlamVjdXRhIHDDumJsaWNhbWVudGUgZW4gZm9ybWEgZGlnaXRhbCBsYSBPYnJhIG8gY3VhbHF1aWVyIE9icmEgRGVyaXZhZGEgdSBPYnJhIENvbGVjdGl2YSwgVXN0ZWQgZGViZSBtYW50ZW5lciBpbnRhY3RhIHRvZGEgbGEgaW5mb3JtYWNpw7NuIGRlIGRlcmVjaG8gZGUgYXV0b3IgZGUgbGEgT2JyYSB5IHByb3BvcmNpb25hciwgZGUgZm9ybWEgcmF6b25hYmxlIHNlZ8O6biBlbCBtZWRpbyBvIG1hbmVyYSBxdWUgVXN0ZWQgZXN0w6kgdXRpbGl6YW5kbzogKGkpIGVsIG5vbWJyZSBkZWwgQXV0b3IgT3JpZ2luYWwgc2kgZXN0w6EgcHJvdmlzdG8gKG8gc2V1ZMOzbmltbywgc2kgZnVlcmUgYXBsaWNhYmxlKSwgeS9vIChpaSkgZWwgbm9tYnJlIGRlIGxhIHBhcnRlIG8gbGFzIHBhcnRlcyBxdWUgZWwgQXV0b3IgT3JpZ2luYWwgeS9vIGVsIExpY2VuY2lhbnRlIGh1YmllcmVuIGRlc2lnbmFkbyBwYXJhIGxhIGF0cmlidWNpw7NuICh2LmcuLCB1biBpbnN0aXR1dG8gcGF0cm9jaW5hZG9yLCBlZGl0b3JpYWwsIHB1YmxpY2FjacOzbikgZW4gbGEgaW5mb3JtYWNpw7NuIGRlIGxvcyBkZXJlY2hvcyBkZSBhdXRvciBkZWwgTGljZW5jaWFudGUsIHTDqXJtaW5vcyBkZSBzZXJ2aWNpb3MgbyBkZSBvdHJhcyBmb3JtYXMgcmF6b25hYmxlczsgZWwgdMOtdHVsbyBkZSBsYSBPYnJhIHNpIGVzdMOhIHByb3Zpc3RvOyBlbiBsYSBtZWRpZGEgZGUgbG8gcmF6b25hYmxlbWVudGUgZmFjdGlibGUgeSwgc2kgZXN0w6EgcHJvdmlzdG8sIGVsIElkZW50aWZpY2Fkb3IgVW5pZm9ybWUgZGUgUmVjdXJzb3MgKFVuaWZvcm0gUmVzb3VyY2UgSWRlbnRpZmllcikgcXVlIGVsIExpY2VuY2lhbnRlIGVzcGVjaWZpY2EgcGFyYSBzZXIgYXNvY2lhZG8gY29uIGxhIE9icmEsIHNhbHZvIHF1ZSB0YWwgVVJJIG5vIHNlIHJlZmllcmEgYSBsYSBub3RhIHNvYnJlIGxvcyBkZXJlY2hvcyBkZSBhdXRvciBvIGEgbGEgaW5mb3JtYWNpw7NuIHNvYnJlIGVsIGxpY2VuY2lhbWllbnRvIGRlIGxhIE9icmE7IHkgZW4gZWwgY2FzbyBkZSB1bmEgT2JyYSBEZXJpdmFkYSwgYXRyaWJ1aXIgZWwgY3LDqWRpdG8gaWRlbnRpZmljYW5kbyBlbCB1c28gZGUgbGEgT2JyYSBlbiBsYSBPYnJhIERlcml2YWRhICh2LmcuLCAiVHJhZHVjY2nDs24gRnJhbmNlc2EgZGUgbGEgT2JyYSBkZWwgQXV0b3IgT3JpZ2luYWwsIiBvICJHdWnDs24gQ2luZW1hdG9ncsOhZmljbyBiYXNhZG8gZW4gbGEgT2JyYSBvcmlnaW5hbCBkZWwgQXV0b3IgT3JpZ2luYWwiKS4gVGFsIGNyw6lkaXRvIHB1ZWRlIHNlciBpbXBsZW1lbnRhZG8gZGUgY3VhbHF1aWVyIGZvcm1hIHJhem9uYWJsZTsgZW4gZWwgY2Fzbywgc2luIGVtYmFyZ28sIGRlIE9icmFzIERlcml2YWRhcyB1IE9icmFzIENvbGVjdGl2YXMsIHRhbCBjcsOpZGl0byBhcGFyZWNlcsOhLCBjb21vIG3DrW5pbW8sIGRvbmRlIGFwYXJlY2UgZWwgY3LDqWRpdG8gZGUgY3VhbHF1aWVyIG90cm8gYXV0b3IgY29tcGFyYWJsZSB5IGRlIHVuYSBtYW5lcmEsIGFsIG1lbm9zLCB0YW4gZGVzdGFjYWRhIGNvbW8gZWwgY3LDqWRpdG8gZGUgb3RybyBhdXRvciBjb21wYXJhYmxlLiAgCmQuIFBhcmEgZXZpdGFyIHRvZGEgY29uZnVzacOzbiwgZWwgTGljZW5jaWFudGUgYWNsYXJhIHF1ZSwgY3VhbmRvIGxhIG9icmEgZXMgdW5hIGNvbXBvc2ljacOzbiBtdXNpY2FsOgoKaS4gUmVnYWzDrWFzIHBvciBpbnRlcnByZXRhY2nDs24geSBlamVjdWNpw7NuIGJham8gbGljZW5jaWFzIGdlbmVyYWxlcy4gRWwgTGljZW5jaWFudGUgc2UgcmVzZXJ2YSBlbCBkZXJlY2hvIGV4Y2x1c2l2byBkZSBhdXRvcml6YXIgbGEgZWplY3VjacOzbiBww7pibGljYSBvIGxhIGVqZWN1Y2nDs24gcMO6YmxpY2EgZGlnaXRhbCBkZSBsYSBvYnJhIHkgZGUgcmVjb2xlY3Rhciwgc2VhIGluZGl2aWR1YWxtZW50ZSBvIGEgdHJhdsOpcyBkZSB1bmEgc29jaWVkYWQgZGUgZ2VzdGnDs24gY29sZWN0aXZhIGRlIGRlcmVjaG9zIGRlIGF1dG9yIHkgZGVyZWNob3MgY29uZXhvcyAocG9yIGVqZW1wbG8sIFNBWUNPKSwgbGFzIHJlZ2Fsw61hcyBwb3IgbGEgZWplY3VjacOzbiBww7pibGljYSBvIHBvciBsYSBlamVjdWNpw7NuIHDDumJsaWNhIGRpZ2l0YWwgZGUgbGEgb2JyYSAocG9yIGVqZW1wbG8gV2ViY2FzdCkgbGljZW5jaWFkYSBiYWpvIGxpY2VuY2lhcyBnZW5lcmFsZXMsIHNpIGxhIGludGVycHJldGFjacOzbiBvIGVqZWN1Y2nDs24gZGUgbGEgb2JyYSBlc3TDoSBwcmltb3JkaWFsbWVudGUgb3JpZW50YWRhIHBvciBvIGRpcmlnaWRhIGEgbGEgb2J0ZW5jacOzbiBkZSB1bmEgdmVudGFqYSBjb21lcmNpYWwgbyB1bmEgY29tcGVuc2FjacOzbiBtb25ldGFyaWEgcHJpdmFkYS4KaWkuIFJlZ2Fsw61hcyBwb3IgRm9ub2dyYW1hcy4gRWwgTGljZW5jaWFudGUgc2UgcmVzZXJ2YSBlbCBkZXJlY2hvIGV4Y2x1c2l2byBkZSByZWNvbGVjdGFyLCBpbmRpdmlkdWFsbWVudGUgbyBhIHRyYXbDqXMgZGUgdW5hIHNvY2llZGFkIGRlIGdlc3Rpw7NuIGNvbGVjdGl2YSBkZSBkZXJlY2hvcyBkZSBhdXRvciB5IGRlcmVjaG9zIGNvbmV4b3MgKHBvciBlamVtcGxvLCBsb3MgY29uc2FncmFkb3MgcG9yIGxhIFNBWUNPKSwgdW5hIGFnZW5jaWEgZGUgZGVyZWNob3MgbXVzaWNhbGVzIG8gYWxnw7puIGFnZW50ZSBkZXNpZ25hZG8sIGxhcyByZWdhbMOtYXMgcG9yIGN1YWxxdWllciBmb25vZ3JhbWEgcXVlIFVzdGVkIGNyZWUgYSBwYXJ0aXIgZGUgbGEgb2JyYSAo4oCcdmVyc2nDs24gY292ZXLigJ0pIHkgZGlzdHJpYnV5YSwgZW4gbG9zIHTDqXJtaW5vcyBkZWwgcsOpZ2ltZW4gZGUgZGVyZWNob3MgZGUgYXV0b3IsIHNpIGxhIGNyZWFjacOzbiBvIGRpc3RyaWJ1Y2nDs24gZGUgZXNhIHZlcnNpw7NuIGNvdmVyIGVzdMOhIHByaW1vcmRpYWxtZW50ZSBkZXN0aW5hZGEgbyBkaXJpZ2lkYSBhIG9idGVuZXIgdW5hIHZlbnRhamEgY29tZXJjaWFsIG8gdW5hIGNvbXBlbnNhY2nDs24gbW9uZXRhcmlhIHByaXZhZGEuCiAgICAgIAplLiBHZXN0acOzbiBkZSBEZXJlY2hvcyBkZSBBdXRvciBzb2JyZSBJbnRlcnByZXRhY2lvbmVzIHkgRWplY3VjaW9uZXMgRGlnaXRhbGVzIChXZWJDYXN0aW5nKS4gUGFyYSBldml0YXIgdG9kYSBjb25mdXNpw7NuLCBlbCBMaWNlbmNpYW50ZSBhY2xhcmEgcXVlLCBjdWFuZG8gbGEgb2JyYSBzZWEgdW4gZm9ub2dyYW1hLCBlbCBMaWNlbmNpYW50ZSBzZSByZXNlcnZhIGVsIGRlcmVjaG8gZXhjbHVzaXZvIGRlIGF1dG9yaXphciBsYSBlamVjdWNpw7NuIHDDumJsaWNhIGRpZ2l0YWwgZGUgbGEgb2JyYSAocG9yIGVqZW1wbG8sIHdlYmNhc3QpIHkgZGUgcmVjb2xlY3RhciwgaW5kaXZpZHVhbG1lbnRlIG8gYSB0cmF2w6lzIGRlIHVuYSBzb2NpZWRhZCBkZSBnZXN0acOzbiBjb2xlY3RpdmEgZGUgZGVyZWNob3MgZGUgYXV0b3IgeSBkZXJlY2hvcyBjb25leG9zIChwb3IgZWplbXBsbywgQUNJTlBSTyksIGxhcyByZWdhbMOtYXMgcG9yIGxhIGVqZWN1Y2nDs24gcMO6YmxpY2EgZGlnaXRhbCBkZSBsYSBvYnJhIChwb3IgZWplbXBsbywgd2ViY2FzdCksIHN1amV0YSBhIGxhcyBkaXNwb3NpY2lvbmVzIGFwbGljYWJsZXMgZGVsIHLDqWdpbWVuIGRlIERlcmVjaG8gZGUgQXV0b3IsIHNpIGVzdGEgZWplY3VjacOzbiBww7pibGljYSBkaWdpdGFsIGVzdMOhIHByaW1vcmRpYWxtZW50ZSBkaXJpZ2lkYSBhIG9idGVuZXIgdW5hIHZlbnRhamEgY29tZXJjaWFsIG8gdW5hIGNvbXBlbnNhY2nDs24gbW9uZXRhcmlhIHByaXZhZGEuCiAgCjUuIFJlcHJlc2VudGFjaW9uZXMsIEdhcmFudMOtYXMgeSBMaW1pdGFjaW9uZXMgZGUgUmVzcG9uc2FiaWxpZGFkLgpBIE1FTk9TIFFVRSBMQVMgUEFSVEVTIExPIEFDT1JEQVJBTiBERSBPVFJBIEZPUk1BIFBPUiBFU0NSSVRPLCBFTCBMSUNFTkNJQU5URSBPRlJFQ0UgTEEgT0JSQSAoRU4gRUwgRVNUQURPIEVOIEVMIFFVRSBTRSBFTkNVRU5UUkEpIOKAnFRBTCBDVUFM4oCdLCBTSU4gQlJJTkRBUiBHQVJBTlTDjUFTIERFIENMQVNFIEFMR1VOQSBSRVNQRUNUTyBERSBMQSBPQlJBLCBZQSBTRUEgRVhQUkVTQSwgSU1QTMONQ0lUQSwgTEVHQUwgTyBDVUFMUVVJRVJBIE9UUkEsIElOQ0xVWUVORE8sIFNJTiBMSU1JVEFSU0UgQSBFTExBUywgR0FSQU5Uw41BUyBERSBUSVRVTEFSSURBRCwgQ09NRVJDSUFCSUxJREFELCBBREFQVEFCSUxJREFEIE8gQURFQ1VBQ0nDk04gQSBQUk9Qw5NTSVRPIERFVEVSTUlOQURPLCBBVVNFTkNJQSBERSBJTkZSQUNDScOTTiwgREUgQVVTRU5DSUEgREUgREVGRUNUT1MgTEFURU5URVMgTyBERSBPVFJPIFRJUE8sIE8gTEEgUFJFU0VOQ0lBIE8gQVVTRU5DSUEgREUgRVJST1JFUywgU0VBTiBPIE5PIERFU0NVQlJJQkxFUyAoUFVFREFOIE8gTk8gU0VSIEVTVE9TIERFU0NVQklFUlRPUykuIEFMR1VOQVMgSlVSSVNESUNDSU9ORVMgTk8gUEVSTUlURU4gTEEgRVhDTFVTScOTTiBERSBHQVJBTlTDjUFTIElNUEzDjUNJVEFTLCBFTiBDVVlPIENBU08gRVNUQSBFWENMVVNJw5NOIFBVRURFIE5PIEFQTElDQVJTRSBBIFVTVEVELgogIAo2LiBMaW1pdGFjacOzbiBkZSByZXNwb25zYWJpbGlkYWQuCkEgTUVOT1MgUVVFIExPIEVYSUpBIEVYUFJFU0FNRU5URSBMQSBMRVkgQVBMSUNBQkxFLCBFTCBMSUNFTkNJQU5URSBOTyBTRVLDgSBSRVNQT05TQUJMRSBBTlRFIFVTVEVEIFBPUiBEQcORTyBBTEdVTk8sIFNFQSBQT1IgUkVTUE9OU0FCSUxJREFEIEVYVFJBQ09OVFJBQ1RVQUwsIFBSRUNPTlRSQUNUVUFMIE8gQ09OVFJBQ1RVQUwsIE9CSkVUSVZBIE8gU1VCSkVUSVZBLCBTRSBUUkFURSBERSBEQcORT1MgTU9SQUxFUyBPIFBBVFJJTU9OSUFMRVMsIERJUkVDVE9TIE8gSU5ESVJFQ1RPUywgUFJFVklTVE9TIE8gSU1QUkVWSVNUT1MgUFJPRFVDSURPUyBQT1IgRUwgVVNPIERFIEVTVEEgTElDRU5DSUEgTyBERSBMQSBPQlJBLCBBVU4gQ1VBTkRPIEVMIExJQ0VOQ0lBTlRFIEhBWUEgU0lETyBBRFZFUlRJRE8gREUgTEEgUE9TSUJJTElEQUQgREUgRElDSE9TIERBw5FPUy4gQUxHVU5BUyBMRVlFUyBOTyBQRVJNSVRFTiBMQSBFWENMVVNJw5NOIERFIENJRVJUQSBSRVNQT05TQUJJTElEQUQsIEVOIENVWU8gQ0FTTyBFU1RBIEVYQ0xVU0nDk04gUFVFREUgTk8gQVBMSUNBUlNFIEEgVVNURUQuCiAgCjcuIFTDqXJtaW5vLgkKYS4gRXN0YSBMaWNlbmNpYSB5IGxvcyBkZXJlY2hvcyBvdG9yZ2Fkb3MgZW4gdmlydHVkIGRlIGVsbGEgdGVybWluYXLDoW4gYXV0b23DoXRpY2FtZW50ZSBzaSBVc3RlZCBpbmZyaW5nZSBhbGd1bmEgY29uZGljacOzbiBlc3RhYmxlY2lkYSBlbiBlbGxhLiBTaW4gZW1iYXJnbywgbG9zIGluZGl2aWR1b3MgbyBlbnRpZGFkZXMgcXVlIGhhbiByZWNpYmlkbyBPYnJhcyBEZXJpdmFkYXMgbyBDb2xlY3RpdmFzIGRlIFVzdGVkIGRlIGNvbmZvcm1pZGFkIGNvbiBlc3RhIExpY2VuY2lhLCBubyB2ZXLDoW4gdGVybWluYWRhcyBzdXMgbGljZW5jaWFzLCBzaWVtcHJlIHF1ZSBlc3RvcyBpbmRpdmlkdW9zIG8gZW50aWRhZGVzIHNpZ2FuIGN1bXBsaWVuZG8gw61udGVncmFtZW50ZSBsYXMgY29uZGljaW9uZXMgZGUgZXN0YXMgbGljZW5jaWFzLiBMYXMgU2VjY2lvbmVzIDEsIDIsIDUsIDYsIDcsIHkgOCBzdWJzaXN0aXLDoW4gYSBjdWFscXVpZXIgdGVybWluYWNpw7NuIGRlIGVzdGEgTGljZW5jaWEuCmIuIFN1amV0YSBhIGxhcyBjb25kaWNpb25lcyB5IHTDqXJtaW5vcyBhbnRlcmlvcmVzLCBsYSBsaWNlbmNpYSBvdG9yZ2FkYSBhcXXDrSBlcyBwZXJwZXR1YSAoZHVyYW50ZSBlbCBwZXLDrW9kbyBkZSB2aWdlbmNpYSBkZSBsb3MgZGVyZWNob3MgZGUgYXV0b3IgZGUgbGEgb2JyYSkuIE5vIG9ic3RhbnRlIGxvIGFudGVyaW9yLCBlbCBMaWNlbmNpYW50ZSBzZSByZXNlcnZhIGVsIGRlcmVjaG8gYSBwdWJsaWNhciB5L28gZXN0cmVuYXIgbGEgT2JyYSBiYWpvIGNvbmRpY2lvbmVzIGRlIGxpY2VuY2lhIGRpZmVyZW50ZXMgbyBhIGRlamFyIGRlIGRpc3RyaWJ1aXJsYSBlbiBsb3MgdMOpcm1pbm9zIGRlIGVzdGEgTGljZW5jaWEgZW4gY3VhbHF1aWVyIG1vbWVudG87IGVuIGVsIGVudGVuZGlkbywgc2luIGVtYmFyZ28sIHF1ZSBlc2EgZWxlY2Npw7NuIG5vIHNlcnZpcsOhIHBhcmEgcmV2b2NhciBlc3RhIGxpY2VuY2lhIG8gcXVlIGRlYmEgc2VyIG90b3JnYWRhICwgYmFqbyBsb3MgdMOpcm1pbm9zIGRlIGVzdGEgbGljZW5jaWEpLCB5IGVzdGEgbGljZW5jaWEgY29udGludWFyw6EgZW4gcGxlbm8gdmlnb3IgeSBlZmVjdG8gYSBtZW5vcyBxdWUgc2VhIHRlcm1pbmFkYSBjb21vIHNlIGV4cHJlc2EgYXRyw6FzLiBMYSBMaWNlbmNpYSByZXZvY2FkYSBjb250aW51YXLDoSBzaWVuZG8gcGxlbmFtZW50ZSB2aWdlbnRlIHkgZWZlY3RpdmEgc2kgbm8gc2UgbGUgZGEgdMOpcm1pbm8gZW4gbGFzIGNvbmRpY2lvbmVzIGluZGljYWRhcyBhbnRlcmlvcm1lbnRlLgogIAo4LiBWYXJpb3MuCmEuIENhZGEgdmV6IHF1ZSBVc3RlZCBkaXN0cmlidXlhIG8gcG9uZ2EgYSBkaXNwb3NpY2nDs24gcMO6YmxpY2EgbGEgT2JyYSBvIHVuYSBPYnJhIENvbGVjdGl2YSwgZWwgTGljZW5jaWFudGUgb2ZyZWNlcsOhIGFsIGRlc3RpbmF0YXJpbyB1bmEgbGljZW5jaWEgZW4gbG9zIG1pc21vcyB0w6lybWlub3MgeSBjb25kaWNpb25lcyBxdWUgbGEgbGljZW5jaWEgb3RvcmdhZGEgYSBVc3RlZCBiYWpvIGVzdGEgTGljZW5jaWEuCmIuIFNpIGFsZ3VuYSBkaXNwb3NpY2nDs24gZGUgZXN0YSBMaWNlbmNpYSByZXN1bHRhIGludmFsaWRhZGEgbyBubyBleGlnaWJsZSwgc2Vnw7puIGxhIGxlZ2lzbGFjacOzbiB2aWdlbnRlLCBlc3RvIG5vIGFmZWN0YXLDoSBuaSBsYSB2YWxpZGV6IG5pIGxhIGFwbGljYWJpbGlkYWQgZGVsIHJlc3RvIGRlIGNvbmRpY2lvbmVzIGRlIGVzdGEgTGljZW5jaWEgeSwgc2luIGFjY2nDs24gYWRpY2lvbmFsIHBvciBwYXJ0ZSBkZSBsb3Mgc3VqZXRvcyBkZSBlc3RlIGFjdWVyZG8sIGFxdcOpbGxhIHNlIGVudGVuZGVyw6EgcmVmb3JtYWRhIGxvIG3DrW5pbW8gbmVjZXNhcmlvIHBhcmEgaGFjZXIgcXVlIGRpY2hhIGRpc3Bvc2ljacOzbiBzZWEgdsOhbGlkYSB5IGV4aWdpYmxlLgpjLiBOaW5nw7puIHTDqXJtaW5vIG8gZGlzcG9zaWNpw7NuIGRlIGVzdGEgTGljZW5jaWEgc2UgZXN0aW1hcsOhIHJlbnVuY2lhZGEgeSBuaW5ndW5hIHZpb2xhY2nDs24gZGUgZWxsYSBzZXLDoSBjb25zZW50aWRhIGEgbWVub3MgcXVlIGVzYSByZW51bmNpYSBvIGNvbnNlbnRpbWllbnRvIHNlYSBvdG9yZ2FkbyBwb3IgZXNjcml0byB5IGZpcm1hZG8gcG9yIGxhIHBhcnRlIHF1ZSByZW51bmNpZSBvIGNvbnNpZW50YS4KZC4gRXN0YSBMaWNlbmNpYSByZWZsZWphIGVsIGFjdWVyZG8gcGxlbm8gZW50cmUgbGFzIHBhcnRlcyByZXNwZWN0byBhIGxhIE9icmEgYXF1w60gbGljZW5jaWFkYS4gTm8gaGF5IGFycmVnbG9zLCBhY3VlcmRvcyBvIGRlY2xhcmFjaW9uZXMgcmVzcGVjdG8gYSBsYSBPYnJhIHF1ZSBubyBlc3TDqW4gZXNwZWNpZmljYWRvcyBlbiBlc3RlIGRvY3VtZW50by4gRWwgTGljZW5jaWFudGUgbm8gc2UgdmVyw6EgbGltaXRhZG8gcG9yIG5pbmd1bmEgZGlzcG9zaWNpw7NuIGFkaWNpb25hbCBxdWUgcHVlZGEgc3VyZ2lyIGVuIGFsZ3VuYSBjb211bmljYWNpw7NuIGVtYW5hZGEgZGUgVXN0ZWQuIEVzdGEgTGljZW5jaWEgbm8gcHVlZGUgc2VyIG1vZGlmaWNhZGEgc2luIGVsIGNvbnNlbnRpbWllbnRvIG11dHVvIHBvciBlc2NyaXRvIGRlbCBMaWNlbmNpYW50ZSB5IFVzdGVkLgo= 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