CHEMICAL ENGINEERING TRANSACTIONS  
 

VOL. 79, 2020 

A publication of 

 
The Italian Association 

of Chemical Engineering 
Online at www.cetjournal.it 

Guest Editors: Enrico Bardone, Antonio Marzocchella, Marco Bravi
Copyright © 2020, AIDIC Servizi S.r.l. 
ISBN 978-88-95608-77-8; ISSN 2283-9216 

Biodiesel Production from Dairy Waste Scum by Using a 
Efficient Nano-Biocatalyst  

Maria Sarnoab, Mariagrazia Iulianoc,* 
a
Department of Physics, University of Salerno, Via Giovanni Paolo II ,132 -  84084 Fisciano (SA), Italy   

b
Centre NANO_MATES, University of Salerno Via Giovanni Paolo II ,132 -  84084 Fisciano (SA), Italy   

c
Department of Industrial Engineering, University of Salerno, via Giovanni Paolo II, 132 - 84084 Fisciano (SA), Italy 

msarno@unisa.it 
 
In the present paper, magnetic nanoparticles (Fe3O4 NPs) covered with tartaric acid (TA) have been 
synthesized through an "eco-friendly approach"  and subsequently used for direct physical immobilization of 
the lipase from Thermomyces lanuginous (TLL). The immobilized lipase was used for the biodiesel production 
from dairy waste scum oil in a solvent-free system. The maximum yield to biodiesel of the immobilized lipase 
is about 90%, at the alcohol/oil molar ratio of 6:1, in the same operating conditions free lipase exhibits, after 24 
h, a  maximum yield of 76% with a molar ratio of 3:1. The immobilized lipase showed excellent reusability. The 
biodiesel properties evidence the feasibility of the dairy waste scum oil as raw material for biodiesel 
production. 

1. Introduction 
Bio-fuel derived from vegetable oil and fat animal results in a crucial alternative to decreasing petroleum 
resources and increased pollution concerns.  
Biodiesel has increased in popularity due to its environmental benefits and the need for a good substitute for 
conventional fuels. On the other hand, biodiesel is more expensive than fuels derived from petroleum because 
it is mostly made from expensive virgin vegetable oils (Al Hatrooshi et al., 2020). The cost of biodiesel is the 
major obstacle for its commercialization (Sivakumar et al., 2011). The cost of raw materials accounts for 75–
85% of the production cost of bio-diesel (Demirbas, 2009). The high price of biodiesel made researchers look 
for newer ways to reduce the cost. 
Therefore, in recent years, a hypothesis shift has resulted in the usage of non-edible oil such as microalgae, 
jatropha oil,waste grease, animal fats and waste cooking oil (Karmakar and Halder, 2020) as feedstock in 
biodiesel production. These feedstocks contain high water and free fatty acids (FFA) content, which require 
either a pre-treatment or additional esterification processes.  
Dairy waste scum oil (DWSO) has produced by dairy industries that handle raw and milk products such as 
butter, yogurt, cheese, ice cream, etc. A large dairy, which processes 5 10

5 liters of milk per day, generates 
about 3 105 g of waste scum per day. A considerable amount, which makes it difficult for disposal (Kavitha et 
al., 2019). Dairy scum is a less dense, floating solid mass formed by a mixture of fats, lipids, proteins, etc., 
Most of the dairies dispose of this scum in solid waste disposal site or by incinerating (Kelessidis and 
Stasinakis, 2012). By doing so, it is economically wasteful and generates pollutants. Further, scum causes 
direct as well as indirect difficulties in handling and operations in effluent treatment plants. These dairy scums 
contain a large number of triglycerides (more than 80 % dry bases). Therefore, oil extracted from dairy scum 
can be an alternative feedstock for biodiesel production.  
Another important aspect of the transesterification process is the proper choice of the catalyst, which 
determines the cost of production, in some cases leading to economic impediments. Most of these feedstocks 
utilize either sodium hydroxide (NaOH), potassium hydroxide (KOH) as their homogeneous base catalyst for 
the transesterification process due to their high catalytic activity under mild conditions. In spite of these 
advantages, these catalyst suffers severe limitations as they are corrosive to reactors and requires a large 
amount of water for purification of biodiesel which ultimately escalates the cost of production (Demirbas, 2008; 

 
 
 
 
 
 
 
 
 
 
                                                                                                                                                                 DOI: 10.3303/CET2079031 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Paper Received: 25 August 2019; Revised: 13 December 2019; Accepted: 26  February  2020 
Please cite this article as: Sarno M., Iuliano M., 2020, Biodiesel Production from Dairy Waste Scum by Using a Efficient Nano-biocatalyst, 
Chemical Engineering Transactions, 79, 181-186  DOI:10.3303/CET2079031 
  

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Georgogianni et al., 2009). To overcome these difficulties, heterogeneous solid catalysts have gained a lot of 
importance due to high conversion efficiency and also for the reuse of the catalyst. However, costs and 
complicated procedures lead to the need for alternative methods for biodiesel production. Enzyme-catalyzed 
transesterification is an alternative method (Sarno and Iuliano 2018). In particular, lipases, due to their ability 
to catalyze transesterification of oils and fats, can be used for this purpose (Fernandez-Lafuente, 2010). 
Enzyme's poor stability towards pH, temperature and time, and their costs encourage the use of 
immobilizations to facilitate separation, recovery, and enhance activity. The immobilization of enzymes onto 
nanomaterials is a topic of great interest (Ansari and Husain, 2012; Sarno et al.,2017; Sarno and Iuliano 
2019;).  
In the present paper, for the first time, magnetic nanoparticles covered with tartaric acid (TA) have been 
synthesized through an "eco-friendly approach"  and subsequently used for direct physical immobilization of 
the lipase from Thermomyces lanuginous (TLL). The activity of lipase was investigated at different conditions. 

2. Material & Method  
Dairy Waste Scum was chosen as the feedstock for the present study and was collected from a local dairy 
(Giffoni, South of Italy). Ferric chloride hexahydrate (FeCl3•6H2O, 98%), urea (100.5%), ethylene glycol (EG), 
tartaric acid (99.9%), ethanol, lipase from Thermomyces lanuginous (TLL) (solution ≥100,000 U/g), bovine 
serum albumin (BSA), polyvinyl alcohol (PVA), potassium hydroxide (KOH), olive oil (highly refined-low 
acidity), heptane, methyl heptadecanoate of known purity (99 %) (C17:0), boron trifluoride-methanol solution 
(BF3-Methanol) and methanol were acquired from Aldrich Chemical Co. All chemicals were of analytical 
grade. 

2.1 Synthesis Fe3O4@TA nanoparticles 

Synthesis procedure, FeCl3·6 H2O (3 mmol), Urea (30 mmol) and tartaric acid (0.5 mmol) were dispersed in 
30 ml of ethylene glycol. The mixture was ultra-sonicated for 5 min. Subsequently, the solution was transferred 
into a Teflon-lined stainless steel autoclave and then heated at 200°C for 3 h. After cooling down to room 
temperature the black material was washed with ethanol for numerous time and then dried at 60°C for 24 h to 
obtain Fe3O4@TA NPs.  

 

Figure 1: Synthesis Fe3O4@TA nanoparticles 

2.2 Enzyme immobilization   

Fe3O4@TA NPs (50 mg) and 1, 2, 4 mg of lipase from Thermomyces lanuginous (TLL) in 10 ml of phosphate 
buffer pH=3 were mixed at 4°C for ~ 3 h. Finally, immobilized enzymes were separated by an external 
magnetic field. The nanoparticles with anchored TLL were gathered and rinsed three times with buffer 
phosphate (pH 3.0) to definitely remove free enzymes. In order to evaluate the amount of enzyme loading, the 
residual enzyme in the collected supernatant was measured using UV/Visible spectroscopy. The immobilized 
enzyme was dispersed in the buffer and stored at 4°C for further measurements. 

2.3 Enzyme loading determination 

The amount of immobilized enzyme on Fe3O4@TA was determined by subtracting the initial amount of 
enzyme from the amount of enzyme remaining in the supernatant. The concentration of unbound enzymes 
that were in the supernatant was determined with a calibration curve and then the amount of enzyme 
immobilized on Fe3O4@TA nanoparticles was obtained. In particular, the enzyme attachment percentage was 
calculated by the Bradford method (Bradford, 1976). 

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2.4 Scum oil: preparation and characterization  

100 g of the dairy waste scum Figure 2a were heated up to 110 °C, until the water was completely removed 
(Figure 2b). After filtering through a stainless steel mesh to remove any suspended impurities, the dairy waste 
scum oil was obtained, Figure 2c.  
The fatty acid (FA) composition of dairy waste scum oil (DWSO) was analyzed using GC-MS, Thermo-Fischer 
gas chromatography equipment. A capillary column, Trace-GOLD TG-POLAR GC Columns 0.25 µm×0.25 
mm×60 m. The start temperature of the column was 150°C and it was gradually raised at the rate of 15°C/min 
to temperature of  190°C, after it was progressively raised at the rate of 4°C/min to final temperature of 230°C, 
while the injector and detector were maintained at 250°. 

  

Figure 2: Scum oil preparation: (a) dairy waste scum; (b) dairy waste scum heated to 110°C and (c) dairy 
waste scum oil.   

2.5 Transesterification 

Transesterification reactions were carried out to 45 °C for 24 h at 220 rpm in a 50 mL-conical flask in a 
solvent-free system. Immobilized lipases 10 % (g enzyme /g oil) was added at reaction blend of 10 g of  
DWSO  and methanol (with alcohol/oil molar ratio of 3:1 M, 6:1 M and 9:1 ). After the reaction time, the 
enzyme was recovered by magnetic separation, and the product purified at 60 °C under vacuum in a rotary 
evaporator to remove residual methanol, after washed with hot water and finally dried. The yield of DWSO to 
methyl esters was determined by the following equation: 
  % ∗ 100% (1) 
 
where: me = weight (g) of the product after drying,  mDWSO = weight (g) of DWSO.   
 
The quality of the biodiesel obtained has been evaluated in compliance with EN14214; in particular total ester 
content was determined as described in EN14103 in the presence and absence of methyl heptadecanoate 
(margaric acid methyl ester) as an internal standard.  

3. Result & Discussion 
3.1 Transmission electron microscopy analysis  

The morphological and structural characteristics of the NPs were determined by transmission electron 
microscopy (TEM) analysis (FEI Tecnai electron microscope operating at 200 KV) equipped with an EDX 
probe). Highly uniform size nanoparticles were formed that, once deposited over a TEM grid, tend to self-
organize in a hexagonal layer. From a statistical analysis of about 400 nanoparticles, the particle size 
distribution was obtained, indicating that the average diameter of the inorganic core is d = 6.7 nm with σ = 1.5 
nm. 

3.2 Oil property  

The fatty acid composition of the scum oil was described in Table 1. The fatty acids were identified in dairy 
waste scum oil. It includes of 52.61% saturated fatty acids and 47.63% unsaturated fatty acids. The main fatty 

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acid results in palmitic acid, which is 43.17% and oleic acid 34.51%. The high proportions of saturated and 
mono-saturated fatty acids are a strong advantage in the formation of a fuel which polymerization during 
combustion will be substantially less than what occurs with a polyunsaturated fatty acid-derived fuel 
(Sivakumar et al., 2011).  
 

 

Figure 3: TEM image of Fe3O4@TA.   

Table 1: Chemical composition of dairy waste scum oil 

Fatty acid  Carbons Value (wt.%) 
Capric acid 10:0 0.19±0.02 
Lauric acid  12:0 0.60±0.03 
Myristic acid 14:0 1.00±0.06 
Palmitic acid 16:0 43.17±0.04 
Stearic acid 18:0 6.09±0.05 
Oleic acid 18:1 34.51±0.04 
Linoleic acid 18:2 12.21±0.06 
Linolenic acid 18:3 0.71±0.03 
Behenic acid 20:0 1.52±0.12 

 

3.3 Effect of alcohol: oil molar ratio on trans-esterification reaction 

The molar ratio of alcohol to oil is one of the important factors that affect the yield efficiency as well as the 
production cost of biodiesel. The molar ratio is the ratio of a number of moles of alcohol to the number of 
moles of glycerides in the oil. Theoretically, the transesterification reaction requires for each mole of oil three 
moles of alcohol. However, in reality, the molar ratio (alcohol/oil) should be higher than that of the 
stoichiometric ratio in order to drive the reaction towards completion. The effect of molar ratio on yield to 
biodiesel for immobilized lipase and free lipase is shown in Figure 4. The maximum yield achieved with the 
immobilized lipase is about 90% at the molar ratio of 6:1, soluble lipase shows a maximum yield of 76% at a 
molar ratio of 3:1, which decreases under molar ratio increase (see Figure 4). 
The yield reduction observed at molar higher than 6:1 and 3:1 for immobilized and free lipase, respectively, is 
probably due to methanol inducing catalyst deactivation, that may occur in the presence of excess methanol 
(Yucel, 2011; Lu et al., 2007) and can also depend on how methanol was added (Yucel, 2011).  

184



 
 

Figure 4: Effect of alcohol to oil molar ration on free and immobilized lipase for biodiesel production. 
Immobilization condition: coupling temperature 4°C; coupling time 3 h; coupling pH 3; lipase amount 1 mg/ml. 
Reaction conditions: reaction time 24 h; reaction temperature 45°C; lipase concentration 10%. 

3.4 Reusability of nano-bio-catalyst  

The key aspect of the enzyme recycling and reuse was investigated under cycles of 24 h without interruption, 
and the results are shown in Figure 5. The yield to biodiesel of the immobilized lipase was measured five 
times over a period of 5 days, for the methanol/oil molar ratio 6:1. Before each cycle, the immobilized lipase 
was washed with sodium phosphate buffer solution (0.1 M, pH 7) after reactions easily separated from the 
product by a magnet, and next reused in a new experiment. The yield to biodiesel after the first 4 cycles 
results of 84 %, showing excellent reusability at the molar ratio methanol/oil of 6:1.  

 

Figure 5: Effect of cycles use on immobilized lipase for biodiesel production. Immobilization condition: coupling 
temperature 4°C; coupling time 3 h; coupling pH 3; lipase amount 1 mg/ml. Reaction conditions: reaction time 
24 h; reaction temperature 45°C; lipase concentration 10%; alcohol/oil molar ratio 6:1. 

3.5 Properties of biodiesel 

Biodiesel from DSWO, obtained by using our immobilized lipase with alcohol/oil molar ratio 6:1, presents 
linolenic methyl-ester amount equal to about 0.62%±0.07, that is in agreement with the EN14214. Ester 
content was calculated according to the method reported in EN14214. Fatty acid methyl Ester (FAME) content 
results equal to 96.6%±0.02, in agreement with the EN14214. The acid value calculated according to 
EN14214 results equal to 0.25 mg KOH/g  in accord with the European standard. In particular, in Table 2 the 
results of biodiesel characterization are reported, demonstrating the feasibility of DWSO biodiesel as fuel. 

3:1 6:1 9:1
0

20

40

60

80

100
 

Y
ie

ld
 (%

)

Alcohol/Oil molar ratio

 Immobilized lipase
 Soluble lipase

1° 2° 3° 4° 5°
0

20

40

60

80

100

 

Y
ie

ld
 (%

)

Cycle number

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Table 2: Property of Biodiesel 

Property  Biodiesel 
FAME content (%m/m) 96.6 
Linolenic methyl ester (%m/m) 0.62 
Viscosity at 40°C (mm2/s) 3.85 
Flashpoint (°C) >150 
Moisture content (ppm) Trace 
Acid value (mg KOH/g) 0.25 
Polyunsaturated ( ≥4 double) methyl esters (% m/m) 0.0 
Methanol content (% m/m) 0.1 
Density at 15 °C (Kg/m3) 890 

4. Conclusions 

Magnetic Fe3O4@TA NPs were synthesized using a solvothermal method. Lipase was immobilized with 
success on the Fe3O4@TA NPs, via interaction between functional support groups and the enzyme. The 
immobilized TLL was used as an enzymatic catalyst for biodiesel production from dairy waste scum oil. The 
nanocatalyst, due to the nanosize of the support and the efficient immobilization, results highly active in the 
biodiesel production. Biodiesel DWSO presents linolenic methyl ester amount equal to 0.62%±0.07, and the 
total FAMEs amount of about 96.6%%±0.02 in agreement with the EN14214. The results of biodiesel 
characterization demonstrate the feasibility of DSWO biodiesel as a fuel.  

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