This document summarizes a study that investigated the effect of COD/N ratios and pH control on biogas production from vinasse. Vinasse is a byproduct of alcohol production from molasses that contains high COD. The study used anaerobic digesters operated in batch mode at room temperature to process vinasse with different COD/N ratios adjusted by adding urea. Biogas production was highest at a COD/N ratio of 600/7. Maintaining pH at neutral levels also increased biogas production compared to uncontrolled pH. COD removal was also improved with pH control and a COD/N ratio of 600/7 achieved the highest removal of 13.05%.
Distillery Wastewater Decontamination by the Fenton Advanced Oxidation MethodIJRES Journal
This study evaluated the effect of Fenton advanced oxidation process on the treatment of an industrial wastewater (distillery). The comparison of the effects of Fe2+ loadings, H2O2 dosages (2%(v/v)and 4%(v/v)), reaction temperature and reaction time, established optimum efficiency in terms of BOD and COD reductions. The best operating conditions for the treatment of the distillery wastewater containing 43.85 mg/L BOD concentration and 274.28 mg/L COD concentration in the raw effluent was 2% H2O2 dosage at constant loadings of Fe2+ (1.5 g), 80 oC pretreatment temperature, and 1 h reaction time. At this optimized condition, the BOD content reduced to about 35 mg/L (about 21% removal) and COD content reduced to about 53 mg/L (about 81% removal). There was a complete removal of the initial colour present in the wastewater after the treatment process. The process proved the ability to effectively reduce the COD content which when high in industrial wastewaters can lead to serious impacts to the environment.
Application of rapid bioassay method for assessing its water purification by ...inventionjournals
Integral toxicity of four water samples taken from various sources, urban and rural environment was evaluated, and some of the properties of potassium ferrate K2FeO4 as the reagent for chemical purification of water were explored. These data allow to suggest bacterial luminescence based test system for practical use. Thetest system is suitable for rapid evaluation of toxicity of the used for water purification chemical agents, as well as for selection of their effective concentrations and for optimization of treatment time.
Distillery Wastewater Decontamination by the Fenton Advanced Oxidation MethodIJRES Journal
This study evaluated the effect of Fenton advanced oxidation process on the treatment of an industrial wastewater (distillery). The comparison of the effects of Fe2+ loadings, H2O2 dosages (2%(v/v)and 4%(v/v)), reaction temperature and reaction time, established optimum efficiency in terms of BOD and COD reductions. The best operating conditions for the treatment of the distillery wastewater containing 43.85 mg/L BOD concentration and 274.28 mg/L COD concentration in the raw effluent was 2% H2O2 dosage at constant loadings of Fe2+ (1.5 g), 80 oC pretreatment temperature, and 1 h reaction time. At this optimized condition, the BOD content reduced to about 35 mg/L (about 21% removal) and COD content reduced to about 53 mg/L (about 81% removal). There was a complete removal of the initial colour present in the wastewater after the treatment process. The process proved the ability to effectively reduce the COD content which when high in industrial wastewaters can lead to serious impacts to the environment.
Application of rapid bioassay method for assessing its water purification by ...inventionjournals
Integral toxicity of four water samples taken from various sources, urban and rural environment was evaluated, and some of the properties of potassium ferrate K2FeO4 as the reagent for chemical purification of water were explored. These data allow to suggest bacterial luminescence based test system for practical use. Thetest system is suitable for rapid evaluation of toxicity of the used for water purification chemical agents, as well as for selection of their effective concentrations and for optimization of treatment time.
Biological Oxygen Demand Lab Analysis and BackgroundJonathan Damora
The purpose of this experiment is to perform a Biochemical Oxygen Demand test on primary clarifier effluent from a wastewater treatment plant to determine a BOD versus time curve. This curve can then be used to determine the Ultimate BOD of the wastewater sample and the rate constant for its decay.
Details about Biochemical Oxygen Demand(BOD) with solved examples. Extra examples are given for homework. You can contact me for details on pratik1516@gmail.com.
Arsenic in Tube Well Water in Six Blocks of Supaul District, Bihariosrjce
An experimental estimation of arsenic in a large number of samples by Field Test Kits and by
Hydride Generation Atomic Absorption Spectrophotometer (HGAAS) was done. Water samples were collected
from the following blocks of Supaul district, viz., Raghopur, Basantpur, Supaul, Nirmali, Saraigarh-Bhaptiyahi
and Triveniganj. The aim of this study was to analyze the total arsenic concentration in tube well water of these
regions at different locations. Twenty water samples were randomly selected from each block (n=120) for the
determination of Arsenic concentration, using Field Test Kits. Few samples (n=11) found with higher
concentration of arsenic, were also estimated and confirmed by HGAAS method for comparative observation.
The maximum concentration of arsenic was found to be 0.10 mg/l by using Field Test Kits method and the
average concentration of arsenic of the selected samples was 0.02 mg/l, whereas around 20% of these tube
wells had arsenic concentration above 0.05 mg/l. It was observed that the results obtained by usingField Test
Kits showed less measurement as compared to those obtained by HGAAS method for the same samples, when
the arsenic concentration measured ≤0.10 mg/l. Arsenic concentration was significantly (p<0.0001) higher in
HGASS results than the value obtained by Field Test Kit method.
Examination of Adsorption Abilities of Natural and Acid Activated Bentonite f...AnuragSingh1049
The effect of the initial concentration of Cr, Co, Cu, Ni, and Pb metal ions from multicomponent solutions on the sorption capacity of natural and acid activated bentonite was examined in this paper. The acid activation was performed by using hydrochloric and sulfuric acid at different concentrations. The results of adsorption research have shown that bentonite can be effectively used as an adsorbent for the removal of metal ions from multicomponent solutions. Acid activation of bentonite changes the structure and content of individual oxides, increases the porosity and the number of available spots for the adsorption process. For this reason, the bentonite removal efficiency increased after acid activation for all heavy metals tested. With increased acid concentration, the degree of bentonite adsorption increased, and sulfuric acid rather than chloric acid showed better results in removal efficiency.
Performance Evaluation of the Effect of pH and Temperature on the Biogas Yiel...ijtsrd
In this research work, the effect of pH and temperature on the biogas yield of co-digestion of Pig manure and water hyacinth were investigated experimentally in laboratory scale anaerobic bioreactors. The co-digestion was run for a Hydraulic Retention Time thirty six days. The volumetric yield of biogas was noted once there is biogas build up at regular intervals using water displacement method. A total of ten evacuations were made and the data obtained was used to evaluate the effect of the aforementioned anaerobic digestion parameters. The experimental results revealed that a neutral pH value of 7 yielded optimum biogas yields compared to a pH value above and below 7. Moreover, from all the experimental mesophilic temperature used in this research work, an optimum mesophilic temperature of 37 oC favoured the optimum biogas yield. Nse Peter Essang "Performance Evaluation of the Effect of pH and Temperature on the Biogas Yield of Co-Digestion of Pig Manure and Water Hyacinth" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-2 , February 2019, URL: https://www.ijtsrd.com/papers/ijtsrd21410.pdf
Paper URL: https://www.ijtsrd.com/engineering/gas-engineering/21410/performance-evaluation-of-the-effect-of-ph-and-temperature-on-the-biogas-yield-of-co-digestion-of-pig-manure-and-water-hyacinth/nse-peter-essang
The purpose of this study was to obtain a relationship between the ratio of
BOD/COD and partition coefficient octanol/water (Pow) for glucose, lactose, sucrose,
formaldehyde, acetic acid and oxalic acid. This relationship was supported by the
toxicity test of each organic material on fish. The results show that the lower the
BOD/COD ratio, the higher the Pow coefficient, which means more organic matter
leads to biomass. Among the organic materials studied, formaldehyde has the lowest
BOD/COD ratio (<0.1) and highest Pow (>4) and was supported by the results of its
toxicity in fish having the lowest LC-50 (24 mg/L). Whereas lactose has the highest
BOD/COD ratio (>0.9) and lowest Pow (<0.7) with the highest LC-50 (851 mg/L). The
rest of the organic substances have characteristics in the range of lactose and
formaldehyde.
Biological Oxygen Demand Lab Analysis and BackgroundJonathan Damora
The purpose of this experiment is to perform a Biochemical Oxygen Demand test on primary clarifier effluent from a wastewater treatment plant to determine a BOD versus time curve. This curve can then be used to determine the Ultimate BOD of the wastewater sample and the rate constant for its decay.
Details about Biochemical Oxygen Demand(BOD) with solved examples. Extra examples are given for homework. You can contact me for details on pratik1516@gmail.com.
Arsenic in Tube Well Water in Six Blocks of Supaul District, Bihariosrjce
An experimental estimation of arsenic in a large number of samples by Field Test Kits and by
Hydride Generation Atomic Absorption Spectrophotometer (HGAAS) was done. Water samples were collected
from the following blocks of Supaul district, viz., Raghopur, Basantpur, Supaul, Nirmali, Saraigarh-Bhaptiyahi
and Triveniganj. The aim of this study was to analyze the total arsenic concentration in tube well water of these
regions at different locations. Twenty water samples were randomly selected from each block (n=120) for the
determination of Arsenic concentration, using Field Test Kits. Few samples (n=11) found with higher
concentration of arsenic, were also estimated and confirmed by HGAAS method for comparative observation.
The maximum concentration of arsenic was found to be 0.10 mg/l by using Field Test Kits method and the
average concentration of arsenic of the selected samples was 0.02 mg/l, whereas around 20% of these tube
wells had arsenic concentration above 0.05 mg/l. It was observed that the results obtained by usingField Test
Kits showed less measurement as compared to those obtained by HGAAS method for the same samples, when
the arsenic concentration measured ≤0.10 mg/l. Arsenic concentration was significantly (p<0.0001) higher in
HGASS results than the value obtained by Field Test Kit method.
Examination of Adsorption Abilities of Natural and Acid Activated Bentonite f...AnuragSingh1049
The effect of the initial concentration of Cr, Co, Cu, Ni, and Pb metal ions from multicomponent solutions on the sorption capacity of natural and acid activated bentonite was examined in this paper. The acid activation was performed by using hydrochloric and sulfuric acid at different concentrations. The results of adsorption research have shown that bentonite can be effectively used as an adsorbent for the removal of metal ions from multicomponent solutions. Acid activation of bentonite changes the structure and content of individual oxides, increases the porosity and the number of available spots for the adsorption process. For this reason, the bentonite removal efficiency increased after acid activation for all heavy metals tested. With increased acid concentration, the degree of bentonite adsorption increased, and sulfuric acid rather than chloric acid showed better results in removal efficiency.
Performance Evaluation of the Effect of pH and Temperature on the Biogas Yiel...ijtsrd
In this research work, the effect of pH and temperature on the biogas yield of co-digestion of Pig manure and water hyacinth were investigated experimentally in laboratory scale anaerobic bioreactors. The co-digestion was run for a Hydraulic Retention Time thirty six days. The volumetric yield of biogas was noted once there is biogas build up at regular intervals using water displacement method. A total of ten evacuations were made and the data obtained was used to evaluate the effect of the aforementioned anaerobic digestion parameters. The experimental results revealed that a neutral pH value of 7 yielded optimum biogas yields compared to a pH value above and below 7. Moreover, from all the experimental mesophilic temperature used in this research work, an optimum mesophilic temperature of 37 oC favoured the optimum biogas yield. Nse Peter Essang "Performance Evaluation of the Effect of pH and Temperature on the Biogas Yield of Co-Digestion of Pig Manure and Water Hyacinth" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-2 , February 2019, URL: https://www.ijtsrd.com/papers/ijtsrd21410.pdf
Paper URL: https://www.ijtsrd.com/engineering/gas-engineering/21410/performance-evaluation-of-the-effect-of-ph-and-temperature-on-the-biogas-yield-of-co-digestion-of-pig-manure-and-water-hyacinth/nse-peter-essang
The purpose of this study was to obtain a relationship between the ratio of
BOD/COD and partition coefficient octanol/water (Pow) for glucose, lactose, sucrose,
formaldehyde, acetic acid and oxalic acid. This relationship was supported by the
toxicity test of each organic material on fish. The results show that the lower the
BOD/COD ratio, the higher the Pow coefficient, which means more organic matter
leads to biomass. Among the organic materials studied, formaldehyde has the lowest
BOD/COD ratio (<0.1) and highest Pow (>4) and was supported by the results of its
toxicity in fish having the lowest LC-50 (24 mg/L). Whereas lactose has the highest
BOD/COD ratio (>0.9) and lowest Pow (<0.7) with the highest LC-50 (851 mg/L). The
rest of the organic substances have characteristics in the range of lactose and
formaldehyde.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Welcome to International Journal of Engineering Research and Development (IJERD)IJERD Editor
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journal publishing, how to publish research paper, Call For research paper, international journal, publishing a paper, IJERD, journal of science and technology, how to get a research paper published, publishing a paper, publishing of journal, publishing of research paper, reserach and review articles, IJERD Journal, How to publish your research paper, publish research paper, open access engineering journal, Engineering journal, Mathemetics journal, Physics journal, Chemistry journal, Computer Engineering, Computer Science journal, how to submit your paper, peer reviw journal, indexed journal, reserach and review articles, engineering journal, www.ijerd.com, research journals
Removal of fluoride from synthetic waste water by using “bio adsorbents”eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
FEASIBILITY STUDY OF TREATMENT OF EFFLUENT FROM A BULK DRUG MANUFACTURING IND...Journal For Research
A study has been carried out on aerobic biological treatment of a bulk drug industrial effluent which is highly acidic in nature and shows high value of BOD5 (≈ 36000 mg/l), COD (≈ 84000 mg/l). Chemical treatment conducted for neutralizing the pH followed by biological treatment using a lab-scale reactor with acclimatized bacterial consortia isolated from natural soil has confirmed its feasibility for biological treatment. About 99% removal of COD from starting value of around 8000 mg/l has been achieved. The COD value in different hydraulic retention time (HRT) has been brought down to less than 100 mg/l in treated effluent, showing high removal of dissolved organics by aerobic biological treatment.
— Municipal Solid Waste (MSW), mainly Kitchen Waste
(K) with Cow Dung (C) and Fungi Culture (F) can be used to
generate energy which could save on the fossil fuels conventionally
used as source of energy. In this study, the possibility was
explored to mix Cow Dung with Fungi Culture for anaerobic
digestion, so that energy can be generated as biogas and at the
same time digested sludge can be used as fertilizer for agricultural
applications. Pre-treatment of Kitchen Waste was done by alkali
method. Anaerobic digestion (AD) was carried out in mesophilic
temperature range of 30°C to 37°C with different fermentation
slurries of 8 % total solids. Digestion was carried for a retention
period of 60 days. The gas produced was collected by the
downward displacement of water and was subsequently measured
and analyzed. The overall results showed that blending of Kitchen
waste with cow dung and fungi culture (Aspergillus flavus) had
significant improvement on the biogas yield.
International Journal of Engineering and Science Invention (IJESI) inventionjournals
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online
Microbial biomass conversion processes take advantage of the ability of microorganisms to consume and digest biomass and release hydrogen. Depending on the pathway, this research could result in commercial-scale systems in the mid- to long-term timeframe that could be suitable for distributed, semi-central, or central hydrogen production scales, depending on the feedstock used.
Determination of p h of waste water sample .....................................Hafiz M Waseem
ecologyDetermination of pH of Waste Water Sample ..................................................... 4
Determination Dissolved Oxygen within Water ................................................... 5
Adaptive Features of Animals in Relation to Food and Environment .................. 7
Study the Plant Population Density ................................................................... 10
Experimental Design and Approaches to Ecological Research ........................ 12
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...Amil Baba Dawood bangali
Contact with Dawood Bhai Just call on +92322-6382012 and we'll help you. We'll solve all your problems within 12 to 24 hours and with 101% guarantee and with astrology systematic. If you want to take any personal or professional advice then also you can call us on +92322-6382012 , ONLINE LOVE PROBLEM & Other all types of Daily Life Problem's.Then CALL or WHATSAPP us on +92322-6382012 and Get all these problems solutions here by Amil Baba DAWOOD BANGALI
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Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
1377857471 sumardiono342013 ijbcrr3797
1. ____________________________________________________________________________________________
*Corresponding author: Email: iqbalsyaichurrozi@gmail.com;
International Journal of Biochemistry Research
& Review
3(4): 401-413, 2013
SCIENCEDOMAIN international
www.sciencedomain.org
The Effect of COD/N Ratios and pH Control to
Biogas Production from Vinasse
S. Sumardiono1
, I. Syaichurrozi1*
, Budiyono1
and S. B. Sasongko1
1
Department of Chemical Engineering, University of Diponegoro Postal Code 50239,
Semarang, Indonesia.
Authors’ contributions
Authors SS and IS designed the study, wrote the protocol, and wrote the first draft of the
manuscript. Author SS, B and SBS managed the analyses of the study. Author IS managed
the literature searches. All of authors read and approved the final manuscript.
Received 17
th
March 2013
Accepted 21
st
August 2013
Published 28
th
August 2013
ABSTRACT
Aims: Vinasse that is bottom product of distillation unit from alcohol industry contains
Chemical Organic Compound (COD) in high concentration. The purpose of this study was
to investigate the effect of COD/N ratios of substrate and pH control to biogas production
from vinasse.
Study Design: This study used anaerobic digestion-laboratory scale at room temperature
in batch system. Urea was added as nitrogen source to adjust COD/N ratios of 400/7,
500/7, 600/7, and 700/7. Initial pH for all variables was adjusted 7.0 by using NaOH
solution.
Place and Duration of Study: Waste-treatment Laboratory, Department of Chemical
Engineering, University of Diponegoro, Indonesia, between August 2012 and January
2013.
Methodology: Vinasse used was obtained from the alcohol industry that produced alcohol
from molasses. Polyethylene bottles which had volume 5 liters were used as digester.
Vinasse of 1 liter was put into digester. Urea was added to make variation of COD/N ratio.
Initial pH of all variables was adjusted 7.0 by using 10 N NaOH solution. Rumen fluid
(10%v/v vinasse) was added as methanogenic bacteria inoculum. Biogas formed was
measured by using water displacement method every once in two days to know biogas
production daily. pH of substrates in the digesters was measured by using pH meter every
Research Article
2. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
402
once in two days to know pH profile daily. COD of substrates was measured by using COD
Analyzer Hanna Reactor with specification High Range of Reagent. Solution of NaOH 2 N
was used to maintain pH of substrate in range neutral condition (7.0±0.2) during the
fermentation process.
Results: Biogas formed at COD/N ratio of control variable (1436/7); 400/7; 500/7; 600/7;
700/7 were 3.673; 4.909; 6.079; 6.096; 5.631 mL/g COD respectively. pH profiles for all
variables were decreasing from beginning until ending of fermentation. With controlled pH,
pH of substrates was maintained at neutral condition, so methanogenic bacteria could
grow well in the digesters. Consequently biogas formed at controlled pH was larger than
that at uncontrolled pH. The values of COD removal for COD/N ratio of control variable;
400/7; 500/7; 600/7; 700/7 were 1.27±0.43; 1.59±0.43; 2.85±0.39; 3.21±0.49; 2.22±0.39 %
respectively at uncontrolled pH, whereas at controlled pH the values of these were
11.98±0.56; 12.82±0.56; 12.03±0.94; 13.05±0.35; 12.61±0.56 % respectively.
Conclusions: COD/N ratios of 400/7, 500/7, 600/7, 700/7 produced more total biogas
than control variable. Variable of COD/N of 600/7 generated the most total biogas which
was 6.096 mL/g COD. Biogas production at pH control was greater than that at pH non-
control. At non-controlled pH, COD/N ratio of 600/7 had COD removal 3.21±0.49%.
Whereas at controlled pH, COD/N ratio of 600/7 had COD removal 13.05±0.35%.
Keywords: Biogas; COD/N ratio; pH control; vinnase.
1. INTRODUCTION
Molasses is the residue remaining of the sugar crystallization process that contains 52% of
fermentable sugars [1]. Because of its contents, molasses can be used as substrate for
fermentation process. In the chemical industry, molasses the most widely is used to produce
alcohol in the alcohol industry [2].
Alcohol is produced by fermentation yeast from molasses. Alcohol formed must be
separated from fermentation broth by distillation. The bottom product of distillation process is
residue known as vinasse. Vinasse is typical of liquid waste that has the relatively high
values of chemical oxygen demand, more than 100,000 mg/L [3-4]. As a consequence,
vinasse will contaminate the environment, if it be discharged directly into the environment
[2,5]. The production of 1-liter alcohol generates 8 - 15 liters of vinasse [2-3,6-7].
Vinasse must be treated first before it is released into the environment because of its COD
contents. Aerobic treatment has some shortages, which are extensive land requirement,
capital high cost, and operating high cost. On the other hand, anaerobic treatment can
produce energy and be non-polluting [8]. In anaerobic treatment, various type of biomass are
decomposed into biogas by microbial activities. This treatment uses digester to transform
COD of biomass into biogas at the anaerobic condition [9]. Biogas is sustainable energy
source that contains 50-75% methane gas, 30-50% carbon dioxide, small amounts of other
gases (CO, N2, H2, H2S, O2), depending on the substrate [10-12]. So, anaerobic treatment
provides method for disposal of wastes and produce biogas as renewable energy.
Vinnase has potential to be processed into biogas. The high COD of vinasse can be
destroyed by methanogenic bacteria in the digester. Some authors studied treatment of
vinasse in the anaerobic digestion. Espinoza-Escalantea et al. [13] and Budiyono et al. [14]
studied the effect of pH to biogas production. Biogas production at pH 6.5 was greater than
3. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
403
that at pH 4.5 and 5.5 [13]. Meanwhile biogas production at pH 7.0 was greater than that at
pH 6 and 8 [14]. Buitron and Carjaval [15] studied effect of temperature of anaerobic
digestion to biogas production. Biogas production at 35
o
C was greater than that at 25
o
C.
Siles et al. [16] reported that ozonation pre-treatment affected the methane yield coefficient
of 13.6% and the methane production rate with ozonation pre-treatment 41.6% as much as
that without ozonation pre-treatment. However, this process required expensive installation
costs.
Previous researches have not studied the effect of COD/N ratios of substrate to biogas
production from vinasse yet. According to Speece [9], wastewater containing COD will be
destroyed and produced biogas optimally if substrate contains COD/N ratios in the range of
350/7 – 1000/7. While Lutoslawski et al. [4] reported that rate of organic material degradation
by microorganisms at pH control was faster than that at pH non control. Hence, the objective
of this study was investigation the effect of COD/N ratios of substrate and pH control to
biogas production from vinasse.
2. MATERIALS AND METHODS
2.1 Wastewater and Inoculum
The wastewater used was vinasse that was obtained from alcohol industry located in Solo,
Central Java, Indonesia, that produced alcohol from molasses. The vinasse characteristic
used in this study can be seen in Table 1. The rumen fluid was used as inoculum
(methanogenic bacteria provider). In this study, rumen fluid that was in fresh condition was
obtained from slaughterhouse in Semarang, Central Java, Indonesia.
Table 1. Vinasse characteristic
Parameters Values
COD 299,250±1,060.660
Carbohydrate 268,647±0.000
Protein 9,117±0.000
TS 27.94±0.085
pH 3.25±0.212
N 1,458±0.000
COD/N 1436/7
Remarks: COD, chemical oxygen demand (mg/L); TS, total solid (%); pH, power of hydrogen; N,
nitrogen content (mg/L); Carbohydrate (mg/L); Protein (mg/L)
2.2 Experimental Set Up
Anaerobic digesters of experimental laboratory were made from polyethylene bottles which
had a volume of 5 liters. These bottles were plugged with rubber plug and were equipped
with valve for biogas measurement. Anaerobic digesters were operated in batch system and
at room temperature. Biogas formed was measured by using liquid displacement method as
also has been used by the other authors [17-19]. The schematic diagram of experimental
set up is shown in Fig. 1. This study were performed in ten variables (Table 2.), each
variable was repeated two times using two digesters having the same contents, so this study
needed 20 digesters.
4. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
404
Fig. 1. Anaerobic digestion of experimental laboratory
2.3 Experimental Design
2.3.1 Study of COD/N ratios
Anaerobic digestions of experimental laboratory using 5-liter volumes were operated in batch
system. 1-liter vinnase was put into the digester. Rumen fluid as methanogenic bacteria
provider was added into the digester as much as 10% v/v vinasses. From Table 1, can be
known that COD/N ratio of vinasse was 1436/7. Whereas ratio COD/N is optimum to
produce biogas on range of 350/7 – 1000/7 [9]. Furthermore, urea as nitrogen source was
added into the digester to adjust COD/N ratios of 400/7, 500/7, 600/7, 700/7. Initial pH for all
variables was adjusted 7.0 by using NaOH solution 10 N. Budiyono et al. [14] reported that
in anaerobic treatment of vinasse, initial pH 7.0 generated more biogas than initial pH 6.0
and 8.0, so that in this study, initial pH for all variables was adjusted 7.0. The variables in
this study can be seen in Table 2 (a).
Table 2. Variation of pH treatment and COD/N ratios
Condition of pH COD/N substrate
(a) Uncontrolled 1436/7 (Control-without urea addition)
400/7
500/7
600/7
700/7
(b) Controlled 1436/7 (Control-without urea addition)
400/7
500/7
600/7
700/7
2.3.2 pH control to biogas production
In this study, initial pH for all variables was adjusted 7.0 by using NaOH 10 N before rumen
fluid was added. Anaerobic digesters (volume 5 L) were operated in batch system. Volume
of 1-liter vinasse and 10% v/v vinasse of rumen fluid were put into digesters. Furthermore,
urea as nitrogen was added into the digester to adjust the COD/N ratios (400/7, 500/7,
600/7, 700/7). In this study, pH was controlled constant (pH 7.0±0.2) during biogas formed
5. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
405
by using NaOH solution 2 N (Table 2.(b)). NaOH solution 10 N was used by authors to
adjust initial pH because characteristic of vinasse was very acid. Using NaOH with high
concentration (10 N) can avoid the addition of total volume in the digester. Whereas, during
fermentation NaOH 2 N was used to control pH at range 7.0±0.2 because the high
concentration of NaOH (more than 2 N) can kill bacteria in the digesters.
2.3.3 COD removal
Chemical Oxygen Demand (COD) was converted by bacteria into biogas at anaerobic
condition in the digester [9]. Influent COD and effluent COD of substrates were measured by
using COD meter. COD of influent substrates and COD of effluent substrates were used to
calculated COD removal (%).
COD removal (%) = [(Influent COD – Effluent COD)/Influent COD] x 100%
2.4 Experimental Procedures
Biogas formed was measured once in two days by using water displacement method (Fig.
1). pH of substrate in the digesters was measured by using pH meter once in two days to
know pH profile daily. COD of substrates was measured by using COD Analyzer Hanna
Reactor with specification High Range of Reagent. At the non-controlled pH, fermentation
process was done in the digester until biogas run out to produce. While at the controlled pH
neutral, fermentation process was done for 90 days.
3. RESULTS AND DISCUSSION
3.1 Effect of COD/N ratio to Biogas Production
COD is amount of oxygen needed for waste material in the water that can be oxidized
through a chemical reaction. COD/N ratio of substrate is necessary parameter to produce
biogas optimally. The COD/N range of 350/7 – 1000/7 is the optimal range for anaerobic
digestion [9]. If more or less than the range, microbial growth in the digester will be
hampered. So, adjustment of COD/N of substrate was needed to be done. In this study,
vinnase obtained had COD/N = 1436/7 consequently nitrogen source must be added into the
substrate. Proteins, amino acids and urea are nitrogen source needed by microbe to build
cell structures [20-21]. For this study, urea [(NH2)2CO] was added as nitrogen source.
From Fig. 2., COD/N ratios of 400/7 – 700/7 generated more total biogas than control
variable (COD/N = 1436/7). This result corresponded with speece’s statement [9] that
substrate with COD/N ratio more than 1000/7 will produce biogas in little amount. Biogas
produced at COD/N ratios of 500/7 and 600/7 were in nearly equal amount. Whereas, biogas
produced at COD/N ratio of 400/7 was less than that of 500/7, 600/7, and 700/7. Control,
400/7, 500/7, 600/7, 700/7 variables had total biogas production of 3.673, 4.909, 6.079,
6.096, 5.631 mL/g COD respectively. Among the five variables in various COD/N ratios,
COD/N ratio of 600/7 had the largest total volume of biogas and control variable had the
least total volume of biogas of the all variables (Fig. 2. (b)).
Protein and urea were decomposed into ammonia/ammonium. Ammonia (NH3)/ammonium
(NH4
+
) was used by bacteria as a nitrogen source [22]. However, the ammonia/ammonium
would be toxic for bacteria if the amount of that was too much [23]. De-Baere et al. (1984)
6. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
406
reported that concentration of ammonia 100-140 mg/L hampered the bacterial growth at
mesophilic temperature. Bacteria could not thrive in substrate that contained ammonia
concentrations above 200 mg/L [24]. Methanogen bacteria was the least tolerant and the
most easily killed to ammonia inhibition among the four anaerobic microorganisms in four
step biogas production there were hydrolysis, acidogenesis, acetogenesis, methanogenesis
[25]. Changing ammonia into ammonium was depended on pH condition. Ammonium was
less toxic than ammonia. Ammonium disturbed bacterial activity just in high concentration.
Concentration of ammonium of 1,500-10,000 mg/L was inhibition start for bacterial growth,
whereas that of 30,000 mg/L was toxicity concentration [26].
Fig. 2. Biogas production daily (a), biogas production cumulative (b), pH profile (c) at
various ratio of COD/N – uncontrolled pH
7. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
407
Chen et al. [27] reported that COD/N ratio of 70 has been suggested for the stable
performance of anaerobic digestion. This report could approach with the result of this study,
which the range of COD/N ratios of 71.4 – 85.7 (500/7 – 600/7) showed the satisfactory
results. In control variable, availability of nitrogen source was too few (Table 1.). Hence,
bacteria in the digester could not build cell structures well and the rate biogas production
was low (Fig 2. (a)).
Mata-Alvarez et al. [28] reported that carbohydrate-rich substrates were good producers of
VFAs and protein-rich substrates were good buffering capacity due to production of
ammonia. So, if ratio between carbohydrate (C) and protein (N) are appropriate, biogas will
be produced optimally. The value of C (carbon) can be obtained from COD, where C = COD
value (12/32) [29]. Vinasse used in this study contained large amount of carbohydrate and
small amount of protein (Table 1.). During the fermentation process, VFAs was formed in
large amount and pH substrates dropped directly (Fig. 2.(c)) Elbeshbishy and Nakhla [30]
also reported that decreasing in the pH could be due to the rapid VFAs production at the
beginning, while the increasing in the pH from 3
rd
day to 10
th
day could be due to generation
of NH4–N during protein degradation, as ammonia which was a base combines with carbon
dioxide and water to form ammonium bicarbonate, a natural pH buffer. In this study, pH was
decreasing from beginning until ending of fermentation (Fig 2.(c)). This phenomenon was
caused by very large accumulation of VFAs production in the digester. Condition of pH in the
substrates which was very acid caused death of methanogenic bacteria. Ammonia
generated by degradation urea and protein could not increase the pH because VFAs was
produced rapidly.
3.2 Effect of pH control to Biogas Production
At controlled pH, biogas formed was greater than that at uncontrolled pH. Biogas was
produced until 90
th
day and might still be produced until organic matter in the substrate
discharged completely (Fig 3.). The comparison total biogas between at pH control and pH
non-control can be seen in Fig. 4. The influence of changing in pH was very sensitive to
fermentation process that was done by bacterial activity. Therefore, pH control was
important parameter for application of biogas production [4,9]. The drop of pH was caused
by acidogenic bacteria that produced acetate, hydrogen gas, carbon dioxide, and few other
VFA such as propionic and butyric acid. A low of pH value inhibited the activity of
microorganisms involved in the biogas production especially methanogenic bacteria [9,31].
The neutral pH characterize was optimal condition in anaerobic biotechnology. Low pH
condition might be caused by two sources of acidity (H2CO3 and VFA), which were
generated by bacterial activity. These acids required alkalinity for neutralization so that the
bacterial activity was not hindered by pH depression [9]. According to Ayu and Aryanti [32],
to allow the growth of methanogenic bacteria, digester should be properly fed and buffered
to rising alkalinity. Sodium carbonate (Na2CO3) could increase alkalinity or buffering capacity
of fermenting slurry to control pH of substrate. Viswanath et al. [33] mentioned that there
was a perfect link between the acidogenesis and methanogenesis phases when the pH was
remained at 7.0 and there was no drastic increase in acidity or alkalinity. According to
Lutoslawski et al. [4], pH neutralization could be done by addition of H2SO4 and NaOH to
maintain constant of pH in neutral condition. Biodegradation at pH control caused the final
number of bacterial cell total in the digester was more than in process at pH non-control, so
that degradation rate of organic matter at pH control was faster than that at the other one.
8. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
408
With pH control, biogas production cumulative was more than that at pH non-control (Fig 4.).
Methanogens prefer nearly neutral pH conditions with generally accepted optimum range of
approximately 6.5-8.2 and biogas production rate will decline at pH condition either higher or
lower [9]. Hence, if pH condition was maintained, methanogens would grow well and
produce biogas in large amount. Total biogas at controlled pH of control, 400/7, 500/7,
600/7, 700/7 variable were 17.875, 20.385, 18.060, 21.229, 18.504 mL/g COD respectively.
Fig. 3. Biogas production daily (a), biogas production cumulative (b), at various ratio
of COD/N - controlled pH
Organic contents in the substrate will be destroyed to be biogas. Running out biogas
production was caused two things. (1) First, methanogenic bacteria in the digester cannot
grow well and finally death. This phenomenon can occur if condition inside the digester does
not support the growth of methanogenic bacteria such as temperature, pressure, nutrition,
and pH condition. At non-controlled pH, pH of all variables was decreasing until pH 3.0 (Fig.
2(c)). This condition caused death of methanogenic bacteria. (2) Second, organic contents
or COD of substrate is exhausted. This phenomenon can occur if condition of digester is not
to be limiting parameter. Organic contents or COD are destroyed by microorganisms into
9. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
409
biogas. At controlled pH, pH condition of substrates was maintained at 7.0±0.2, so pH was
not a limiting parameter and microorganisms in the digesters could grow well (Fig. 3.).
From Fig. 3, biogas production did not stop yet after 90 days observation. Biogas might be
still produced until organic contents were completely discharged. Budiyono et al. [18-19]
reported that after 90 days cattle manure in the anaerobic digester still produced biogas.
This phenomenon showed that organic contents of cattle manure did not exhausted yet and
microorganisms still destroyed organic contents actively. Whereas, Lopes et al. [34] state
that organic content of substrate did not completely after 360 days observation yet.
Fig. 4. Comparison between controlled pH and uncontrolled pH to total biogas
production
Speece [9] stated that 1 gram COD can convert into 395 mL biogas at room temperature. In
this study, maximum biogas formed was 21.229 mL/g COD. This result was very far from the
speece’s estimation. This result also was lower than other author’s results (Table 3.). The
differences in results might be related to differences in amount of organic material in the
substrates. According to Soeprijanto et al. [35], biogas formed was very influenced by the
amount of organic materials in the initial substrates. Besides that, organic material which
was too large in the substrates caused overloading in the digesters [18]. From Table 3.,
vinasse used in this study had high COD content and this value was larger than that in the
other studies. Overloading in organic material caused the slowly destroyed organic material
rate that was done by bacteria, so that the rate of biogas formation was being slowly and
total biogas formed was just little in amount.
10. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
410
Table 3. Comparison of result between this study and other studies
COD of substrate (g/L) Volume (mL/ g COD) COD/N Reff
64 43.36
a
- [13]
66.10 284
a
- [16]
5 110
a
500/5 [35]
35 - 45 252
b
- [36]
61.2 330
a
- [37]
299.25 21.23
b
600/7 This study
Remarks: a = CH4 volume (mL/g COD), b = biogas volume (mL/g COD)
3.3 COD Removal
Organic materials (COD) of substrates will be converted into biogas by activities of bacteria.
These activities consist of four levels which are hydrolysis, acidogenesis, acethogenesis and
methanogenesis. Amount of COD that is degraded by bacteria in the digester is COD
removal [9]. In this study, COD substrate for all variables decreased at the end of
fermentation process. Value of COD removal for all variables can be seen in Table 4.
At non-controlled pH, COD removal of 600/7 was the most of all variables which was
3.21±0.49%, then followed by 500/7, 700/7, 400/7 and control variable which had value of
COD removal of 2.85±0.39, 2.22±0.39, 1.59±0.43 and 1.27±0.43 respectively (Table 4).
From Fig. 4., the sequence of variables that generate biogas from the most to the less total
biogas was 600/7, 500/7, 700/7, 400/7 and control variable which were 6.096, 6.079, 5.631,
4.909, 3.673 ml/g COD respectively. From this result, can be concluded that the more COD
was removed, the more biogas was produced.
COD removal at controlled pH was bigger than at uncontrolled pH condition. Lutoslawki et al.
[4] stated that degradation rate of organic contents would do fast, if pH condition of substrate
was adjusted neutral. Variable with COD/N ratio of 600/7 had COD removal value which was
the most of all variables. From Fig. 4., the most of total biogas production was 600/7. This
result similar with Speece’s statement [9] and Soeprijanto et al. [35] that biogas formed
would be comparable to the amount of missing COD.
Table 4. COD removal for all variables
Variable Influent COD Effluent COD COD removal
COD/N pH condition (gram) (gram) (%)
Control
Uncontrolled
300.85±1.06 297.02±0.38 1.27±0.43
400/7 300.85±1.06 296.06±0.38 1.59±0.43
500/7 300.85±1.06 292.27±0.00 2.85±0.39
600/7 300.85±1.06 291.19±0.76 3.21±0.49
700/7 300.85±1.06 294.17±0.00 2.22±0.39
Control
Controlled
300.85±1.06 264.80±1.13 11.98±0.56
400/7 300.85±1.06 262.29±1.13 12.82±0.56
500/7 300.85±1.06 264.65±2.25 12.03±0.94
600/7 300.85±1.06 261.58±0.00 13.05±0.35
700/7 300.85±1.06 262.91±1.13 12.61±0.56
11. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
411
4. CONCLUSIONS
Vinnase obtained had COD/N = 1436/7. Consequently urea addition was necessary to do.
Variable with COD/N ratio of 600/7 had total biogas production of 6.096 mL/g COD which
was the most of all COD/N variables. Control variable (without urea addition) had the least
total biogas production of all variables which was 3.673 mL/g COD. Biogas production with
controlled pH was greater than that with uncontrolled pH. At controlled pH, total biogas
maximum was 21.229 mL/g COD that was produced at COD/N ratio of 600/7. From this
study, the optimal condition was substrate with COD/N ratio of 600/7 either at uncontrolled or
controlled pH. There was proportional relationship between COD was removed and biogas
was produced. The more COD was removed, the more biogas was generated. At
uncontrolled pH, COD/N ratio of 600/7 had the value of COD removal of 3.21±0.49%.
Whereas at controlled pH, COD/N ratio of 600/7 had the value of COD removal of
13.05±0.35%.
ACKNOWLEDGMENTS
The authors thank University of Diponegoro and Indonesian Ministry of Higher Education via
Hibah Kompetensi 2013 grant for financial support.
COMPETING INTERESTS
Authors have declared that no competing interests exist.
REFERENCES
1. Baikow VE. Manufacture and Refining or Raw Cane Sugar. Elsever Scientific
Publishing Company, Amsterdam-Oxford-New York; 1982.
2. Garcia IG, Venceslada JLB, Jimenez Pena PR, Gomez ER. Biodegradation of Phenol
Compounds in Vinasse Using Aspergillus Terreus and Geotrichum Candidum. Wat.
Res. 1997;31(8):2005-2011.
3. Robles-Gonzalez V, Lopez-Lopez E, Martinez-Jeronimo F, Ortega-Clemente A, Ruiz-
Ordaz N, Galindez-Mayer J, Rinderknecht-Seijas N, Poggi-Varaldo HM. Combined
treatment of mezcal vinasses by ozonation and aerobic biological post-treatment.
Procedings of 14th International Biotechnology Symposium. Rimini, Italy, 14–18,
September 2010.
4. Lutoslawki K, Ryznar-Luty A, Cibis E, Krzywonos M, Miskiewicz T. Biodegradation of
beet molasses vinasse by a mixed culture of microorganisms: Effect of aeration
conditions and pH control. Journal of Environmental Sciences. 2011;23(11):1823–30.
5. Zayas T, Romero V, Salgado L, Meraz M, Morales U. Applicability of
coagulation/flocculation and electrochemical processes to the purification of
biologically treated vinasse effluent. Separation and Purification Technology.
2007;57:270–276.
6. Jimenez AM, Borja R, Martin A, Raposo F. Mathematical modelling of aerobic
degradation of vinasses with Penicillium decumbens. Process Biochem.
2005;40:2805-11.
7. Preeti CS, Aniruddha BP. Enhancement in biodegradability of distillery wastewater
using enzymatic pretreatment. J. Environ. Manage. 2006;78(1):77–85.
12. International Journal of Biochemistry Research & Review, 3(4): 401-413, 2013
412
8. Tang Y-Q, Fujimura Y, Shigematsu T, Morimura S, Kida K. Anaerobic treatment
performance and microbial population of thermophilic upflow anaerobic filter reactor
treating awamori distillery wastewater. J Biosci Bioeng. 2007;104(4):281–7.
9. Speece RE. Anaerobic Technology for Industrial Wastewaters. USA: Archae Press;
1996.
10. Sasse L. Biogas Plants. Eschborn. Germany: Deutsche Gesellschaft für Technische
Zusammenarbeit (GTZ) GmbH; 1988
11. Juanga JP, Visvanathan C, Tränkler J. Optimization of Anaerobic Digestion of
Municipal Solid Waste in Combined Process and Sequential Staging. J Waste Manage
Res. 2007;25:30–38.
12. Karellas SB. Development of an investment decision tool for biogas production from
agricultural waste. Jurnal Renewable and Sustainable Energy Reviews. 2010;14:1273-
82.
13. Espinoza-Escalante FM, Pelayo-Ortız C, Navarro-Corona J, Gonzalez-Garcıa Y,
Bories A, Gutierrez-Pulido H. Anaerobic digestion of the vinasses from the
fermentation of Agave tequilana Weber to tequila: The effect of pH, temperature and
hydraulic retention time on the production of hydrogen and methane. Journal Biomass
and Bioenergy. 2009;33:14–20.
14. Budiyono B, Syaichurrozi I, Sumardiono S. Biogas production from bioethanol waste:
the effect of pH and urea addition to biogas production rate. Waste Technology.
2013;1(1):1-5.
15. Buitron G, Carjaval C. Biohydrogen Production from Tequila Vinasse in an Anaerobic
Sequencing Batch Reactor: Effect of Initial Substrate Concentration, Temperature, and
Hydraulic Retention Time. Bioresource Technology. 2010;101:9071–9077.
16. Siles JA, García-García I, Martín A, Martín MA. Integrated ozonation and
biomethanization treatments of vinasse derived from ethanol manufacturing. Journal of
Hazardous Materials. 2011;188:247–253.
17. Yetilmezsoy K, Sakar S. Development of empirical models for performance evaluation
of UASB reactors treating poultry manure wastewater under different operational
conditions. J. Hazardous Materials. 2008;153:532–543.
18. Budiyono, Widiasa IN, Johari S, Sunarso. Increasing Biogas Production Rate from
Cattle Manure Using Rumen Fluid as Inoculums. International Journal of Basic &
Applied Sciences IJBAS-IJENS 2010;10(1):68-75.
19. Budiyono, Widiasa IN, Johari S, Sunarso. The Kinetic of Biogas Production rate from
Cattle Manure in Batch Mode. International Journal of Chemical and Biological
Engineering. 2010;3(1):40-4.
20. Angelidaki I, Ahring BK. Thermophilic anaerobic digestion of livestock waste: the effect
of ammonia. Appl Microbiol Biotechnol. 1993;38(4):560–4.
21. Fang HHP, Chui HK, Li YY, Chen T. Performance and granule characteristics of
UASB process treating wastewater with hydrolyzed proteins. Water Sci Technol
1994;30(8):55–63.
22. Sung S, Liu T. Ammonia inhibition on thermophilic anaerobic digestion. Chemo-
sphere. 2003;53(1):43–52.
23. Soubes M, Muxõ L, Fernandez A, Tarlera S, Quirolo M. Inhibition of methanogenesis
from acetate by Cr+3 and ammonia. Biotechnol. Lett. 1994;16:195–200.
24. Liu T, Sung S. Ammonia inhibition on thermophilic aceticlastic methanogens. Water
Sci. Technol. 2002;45:113–120.
25. Kayhanian M. Performance of a high-solids anaerobic digestion process under various
ammonia concentrations. J. Chem. Tech. Biotechnol. 1994;59:349–352.
26. Deublein D, Steinhauser A. Biogas from Waste and Renewable Resources.
Weinheim: Wiley-VCH Verlag; 2008.