International Journal of Renewable Energy Development


Int. J. Renew. Energy Dev. 2023,12(2), 270-276 
| 270 

https://doi.org/10.14710/ijred.2023.48432  
ISSN: 2252-4940/© 2023.The Author(s). Published by CBIORE 

 

 Contents list available at IJRED website 
 

International Journal of Renewable Energy Development 
 

Journal homepage: https://ijred.undip.ac.id 

 

 

Utilization of Cassava Peel (Manihot utilissima) Waste as an Adhesive 
in the Manufacture of Coconut Shell (Cocos nucifera) Charcoal 
Briquettes 

Bayu Rudiyantoa* , Intan Rida Agustinaa, Zeni Ulmaa, Dafit Ari Prasetyoa, Miftah Hijiriawanb , 
Bambang Piluhartoc, Totok Prasetyod 

aEnergy Engineering Laboratory, Departement of Renewable Energy Engineering, Politeknik Negeri Jember, Jl. Mastrip 164 Jember 68121, Indonesia  
bGraduate Program of Mechanical Engineering, Universitas Sebelas Maret, Jl. Ir. Sutami No.36 Surakarta, 57126, Indonesia  
cDepartment of Chemistry, Universitas Jember, Jl. Kalimantan 37 Kampus Tegalboto, Jember 68121, Indonesia  
cDepartment of Mechanical Engineering, Politeknik Negeri Semarang, Jl. Prof. H. Soedarto S.H. Semarang, 50275, Indonesia  

Abstract. Coconut shells and waste cassava peels could be used as the main raw material for biomass briquettes for alternative energy sources in 
Indonesia. This study aims to analyze the quality of briquettes based on a coconut shell and cassava peel adhesive through proximate analysis with 
three treatment ratio variations. The ratio of coconut shell to cassava peel used varied from V1 (75%:25%), V2 (70%:30%), and V3 (65%:35%). Based 
on the result, the charcoal briquettes produced have a density of 0.61 gram/cm³-0.66 gram/cm³, water content of 5.51%-7.85%, ash content of 1.50%-
2.86%, combustion rate of 0.021 gram/s-0.026 gram/s, and the calorific value of 6,161 cal/gram-6,266 cal/gram. However, all the treatment variations 
appropriate the SNI 01-6235-2000, the national standard of Indonesia for the quality of charcoal briquette, which includes the calorific value (>5,000 
cal/gram), moisture content (<8%), and ash content (<8%). Briquettes with the best quality were generated by V1 with a density of 0.66 gram/cm³, 
water content of 5.51%, ash content of 1.50%, combustion rate of 0.026 gram/s, and calorific value of 6,266 cal/gram. Furthermore, briquette material 
from the coconut shell waste with natural cassava peel adhesive can be feasible as an alternative fuel. 

Keywords: Biomass, Briquettes, Cassava Peel Waste, Coconut Shell, Proximate Analysis 

@ The author(s). Published by CBIORE. This is an open access article under the CC BY-SA license 
 (http://creativecommons.org/licenses/by-sa/4.0/). 

Received: 20th August 2022; Revised:  24th Nov 2022; Accepted: 2nd Jan 2023; Available online: 12th Jan 2023   

1. Introduction 

The amount of energy needed has increased due to Indonesia's 
population growth. In 2021, energy consumption from coal 
could reach 17% of the total national energy consumption mix 
(BPPT, 2021). This certainly encourages the importance of using 
alternative and renewable energy sources. In this case, biomass 
is a renewable energy source that can be used as an alternative 
fuel to replace fossil fuels with abundant availability (Budi 
Surono, 2019; Sunardi, Djuanda, & Mandra, 2019; Tzelepi et al., 
2020). Biomass includes agricultural, plantation, forest waste, 
and organic components from industry and households (Yana, 
Nizar, Irhamni, & Mulyati, 2022). Furthermore, the development 
of biomass as an alternative energy source has many challenges, 
and one of them is the production process (Cuong et al., 2021; 
Dani & Wibawa, 2018; Yana et al., 2022). However, the briquette 
is a biomass product that can be produced through a simple 
process with economic value, high heat content, and abundant 
availability of raw materials to compete with other fuels (Sunardi 
et al., 2019). 

Various types of waste can be used as raw materials to 
produce briquettes while solving the waste management 

 
* Corresponding author 

Email: bayu_rudianto@polije.ac.id  (B. Rudiyanto) 

problem (Ardelean et al., 2022; Bazhin, Kuskov, & Kuskova, 
2019; Ganesan & Vedagiri, 2022; Vaish, Sharma, & Kaur, 2022). 
Coconut shell (Cocos nucifera) is a waste product that can be 
utilized to produce charcoal briquettes. In this case, Indonesia 
has quite extensive coconut plantations that can be used. This 
follows statistical data from the Directorate General of 
Plantation (2021) that the total area of coconut plantations is 
3,401,893 Ha, with a total production of 2,839,852 tons. Besides, 
the coconut shell also contains a high calorific value reaching 
7,283.5 cal/gram (Nurhilal, Suryaningsih, & Indrana, 2018), and 
the coconut shell water content is only 10.03% (Ghafar, Halidi, 
& So’aib, 2020). However, in charcoal briquette production, 
natural adhesives are usually needed to support the quality of 
the briquettes. The addition of adhesive is meant to reduce the 
briquette’s pores and give them a solid structure, permitting 
them to be shipped and stored without being easily destroyed 
(Jiang et al., 2022; Kamunur, Ketegenov, Kalugin, Karagulanova, 
& Zhaksibaev, 2022). In addition, the coconut shell charcoal's 
fine grains are combined with the adhesive substance to be 
molded as required. 

Research Article 

https://doi.org/10.14710/ijred.2023.48432
https://doi.org/10.14710/ijred.2023.48432
mailto:bayu_rudianto@polije.ac.id
https://orcid.org/0000-0002-4708-629X
https://orcid.org/0000-0002-4667-2908
http://crossmark.crossref.org/dialog/?doi=10.14710/ijred.2023.48432%26domain=pdf


B. Rudiyanto et al  Int. J. Renew. Energy Dev 2023, 12(2), 270-276 
|271 

ISSN: 2252-4940/© 2023. The Author(s). Published by CBIORE 

In this case, various adhesive materials in the manufacture 
of briquettes have been developed (Helwani et al., 2020; 
Maulina, Sarah, Misran, & Anita, 2021; Suryaningsih, Resitasari, 
& Nurhilal, 2019). Cassava peel (Manihot Utilissima) is one of the 
materials that can be utilized as an alternative due to its 
availability to assist the production of coconut shell briquettes 
as a biomass raw material. It can be seen that the production of 
cassava plants in Indonesia can reach 19,053,748 tons (Ministry 
of Agriculture, 2021). Cassava peel has the potential to be used 
as an adhesive in the production of briquettes due to its 
moisture content of 9.93-11.46%, volatile materials of 77.93-
81.93%, ash content of 1.93-4.36%, fixed carbon content of 
13.44-15.51%, lignin content of 6.5-16.0%, cellulose content of 
5.5-14.5%, hemicellulose content of 41.0-56.0%, and calorific 
value of 3,843.84 cal/gram (Hirniah, 2020; Kayiwa, Kasedde, 
Lubwama, & Kirabira, 2021a, 2021b). Furthermore, cassava peel 
has a carbohydrate content of about 30.15% that can be used as 
an adhesive (Anggraeni, Girsang, Nandiyanto, & Bilad, 2021; 
Kariuki, Muthengia, Erastus, Leonard, & Marangu, 2020). 

Proximate testing is needed to determine the quality of 
briquettes based on SNI. However, due to its ready-to-use 
product characteristic, proximate testing is required to 
determine the ability of briquettes as fuel. In charcoal briquette 
production, it is necessary to consider the value of water 
content, volatile matters, ash, solid carbon (fixed carbon), and 
calorific value as the main parameters of the quality of 
briquettes. The water content indicates the ease of burning, and 
briquettes are easier to mold when the water content is high. 
Volatile matter, ash, and solid carbon as total fixed carbon refer 
to the amount of smoke when the briquettes are burned (Srisang 
et al., 2022). Besides, the calorific value represents the energy 
produced from briquettes and the ease of burning (Adeleke, 
Odusote, Ikubanni, Olabisi, & Nzerem, 2022; Guo et al., 2020; 
Velusamy, Subbaiyan, Kandasamy, Shanmugamoorthi, & 
Thirumoorthy, 2022). 

The novelty of this research is the composition of raw 
materials and adhesives for the production of the briquettes. 
Although coconut shell has been commercialized as a raw 
briquette material, tapioca flour is still used as an adhesive. 
However, cassava peel is an excellent adhesive material 
because it has a starch content above 30%. Therefore, this 
research aims to determine the concentration level between 
coconut shell biomass and cassava peel natural adhesive 
according to the five aspects based on the SNI 01-6235-2000 in 
Indonesia. This is expected to produce a suitable correlation to 
obtain the development of charcoal briquettes better. As a 
result, the production of charcoal briquettes as an alternative 
fuel with high economic value, wide availability, and simplicity 
of access, can serve in the development of new and ecologically 
friendly energy sources. 

2. Method 

2.1 Development of Coconut Shell (Cocos nucifera) Charcoal 
Briquettes Material 

In this research, coconut shell waste is used as raw material for 
briquettes production, and cassava peel waste is used as an 
adhesive. The chemical and physical properties of the coconut 
shell and cassava peel is shown in Table 1 and 2. Coconut shell 
as the raw material that has been dried is then pyrolyzed using 
a furnace at a temperature of 300℃ for 7 hours (Rizal et al., 2020; 
Sarkar & Wang, 2020; Tu et al., 2021). During the pyrolysis 
process, the raw material of coconut shells is charred evenly. 
The result of the coconut shell that has been charcoaled is then 
pounded.  
 

Table 1 
Chemical and physical properties of coconut shell (Kabir Ahmad et al., 
2022) 

Parameters Properties Description 

Proximate Analysis 

Moisture Content 5.56% 
Volatile Matter 70.82% 
Fixed Carbon 21.80% 

Ash 1.80% 

Ultimate Analysis 

C 40.08% 
H 5.22% 
N 0.22% 
S 0.17% 
O 54.31% 

Potential as Energy 
Source 

Porosity 24.39% 
Compressibility Index 40.24% 

Calorific Value 19.4 MJ/kg 
Fuel Value Index 4441 

 
 

Table 2 
Chemical and physical properties of cassava peel (Kayiwa et al., 2021a) 

No. Properties Description 

1 Moisture Content 9.77-11.50% 
2 Volatile Matter 78.22-82.31% 
3 Fixed Carbon 13.44-15.51% 
4 Ash Content 1.85-4.40% 
5 Lignin 6.5-16.0% 
6 Cellulose 5.5-14.5% 
7 Hemicellulose 41.0-56.0% 

 
 
 
 
Then, the coconut shell is sieved using a 40-mesh which aims to 
produce a fine, uniform particle size, and suitable as a briquette 
material (Abyaz, Afra, & Saraeyan, 2020; Meytij, Santoso, 
Rampe, Tiwow, & Apita, 2021; Setter, Sanchez Costa, Pires de 
Oliveira, & Farinassi Mendes, 2020). 

The production of cassava peel adhesive begins with 
cleaning the attached peel dirt. Then, the cassava peel is dried 
and mashed using grinding. When the cassava peel has been 
processed into flour, it is filtered, combined with hot water in a 
1:2 ratio, and stirred thoroughly to remove lumps. The purpose 
of the hot water addition is to make the mixing process easier. 

Variations in the mixture of briquette raw materials were 
carried out using coconut shell charcoal which had been 
mashed using adhesive homogeneously with a predetermined 
composition, namely variation 1 (V1), variation 2 (V2), and 
variation 3 (V3), as shown in Table 3. Furthermore, the finished 
raw material mixture is placed into the briquette mold in the 
shape of a cylinder with a material weight of 30 grams. The 
briquette mixture was flattened to a height of 5.7 cm, then 
pressed 60% to produce briquettes with a height of 2.3 cm. The 
briquettes harden during the one-minute pressure hold. The 
drying process was then continued by heating for 4 hours at 
105°C in an oven. The briquettes were consequently stored at 
room temperature for 24 hours. 

Table 3 
Composition variations of coconut shell charcoal briquettes 

Variation 
Name 

Briquettes Material Composition 

Coconut Shell 
Charcoal 

Cassava Peel 
Adhesive 

V1 75% (22.5 grams) 25% (7.5 grams) 
V2 70% (21 grams) 30% (9 grams) 
V3 65% (19.5 grams) 35% (10.5 grams) 

 

 



B. Rudiyanto et al  Int. J. Renew. Energy Dev 2023, 12(2), 270-276 
|272 

ISSN: 2252-4940/© 2023. The Author(s). Published by CBIORE 

Table 4  
Specifications of instruments used in the study 

Instrument Specification 

Wire mesh GB/T6003.1-2012 40 mesh 
Heater UNB 400 
(oven) 

230 VAC; 6.1 A; 50/60 Hz 

Furnace Carbolite ELF 
11/6B 

230 VAC; 9.6 A: 2000 Watt; Max temp 
1100℃ 

M20 Universal Mill 
(Grinder) 

230/115 ±10% VAC; 50/60 Hz; 550 
Watt; 20,000 rpm; 250 ml 

IKA © 2000 Bomb 
Calorimeter 

230/115 VAC; 50/60 Hz; 1.8 kW; 
measurement range 40,000 J 

2.2 Experimental and Testing Instruments 

In the manufacturing and analysis performed, this research uses 
several types of equipment, such as a 40-mesh sieve, mortar, 
briquette press, heater (oven), grinding, baking sheet, mixing 
tank, pan, cup, analytical balance, pyrolysis equipment, IKA © 
2000 Bomb Calorimeter, stopwatch, and caliper. Further details 
for the instrument used in this study are shown in Table 4. 

2.3 Quality Test of Briquettes 

The quality testing of coconut shell charcoal briquettes included 
density, moisture content, ash, combustion rate, and calorific 
value. Density can be examined by measuring the mass of 
briquettes and the volume of briquette samples using Equation 
(1): 
 

𝜌 =
𝑚

𝑣
      (1) 

 
Whereas 𝜌 (g/cm3) is density, 𝑚 (g) is the mass of briquettes, 
and 𝑣 (cm3) is the volume of the briquettes. 

Moisture content can be tested by weighing the sample to 
determine the initial weight and then heated in an oven at 105℃ 
for 6 hours. The sample was weighed again to decide its final 
weight after being dried in the oven for an hour. The water 
content can be calculated using Equation (2): 
 

𝑀𝐶 =
𝑋1−𝑋2

𝑋1
 100%    (2) 

 
Where 𝑀𝐶 is moisture content, 𝑋1 (g) is the initial weight of the 
sample, and 𝑋2 (g) is the final weight of the sample. 

Ash content is the residue from burning briquettes that are 
not completely burned. The ash content test was carried out by 
weighing the empty weight of the cup, then 1 gram of the sample 
in the cup was heated in the furnace gradually at a temperature 
of 450-950℃ for 1-2 hours and then allowed to stand at room 
temperature until the temperature was normal. Equation (3) can 
calculate ash content as follow: 
 

𝐴𝐶 =
𝐵−𝐴

𝐶−𝐴 
 𝑥 100%    (3) 

 
Where 𝐴𝐶 is ash content, 𝐴 is the weight of an empty cup, 𝐵 is 
the weight of the cup and ash, and 𝐶 is the weight of the cup and 
the sample. 

The rate of burning of briquettes is determined by the weight 
of the briquettes burned over a certain period using Equation 
(4): 
 

𝑉 =
𝑚𝑡

𝑡
      (4) 

 
Where 𝑉 (g/s) is the rate of burning of briquettes, 𝑚𝑡  (g) is the 
mass of the burned briquettes, and 𝑡 (second) is the required 
burning time. 

 
Fig. 1 Briquette preparation schematic diagram 

 

The heat produced by briquettes and oxygen at a fixed 
volume can be evaluated using a bomb calorimeter to determine 
the calorific value. Figure 1 shows the method used in this study 
to produce coconut shell charcoal briquettes using 
waste cassava peel as an adhesive. 

 

2.4 Data Analysis 

In this study, we performed a quantitative analysis of density, 
moisture content, ash content, combustion rate, and calorific 
value of the coconut shell charcoal briquettes production using 
adhesive from waste cassava peel in each variation in the ratio 
of material composition. The analysis was carried out to 
determine whether the values of the various parameters 
complied with the Indonesian National Standard (SNI) 01-6235-
2000. Moreover, a one-way Analysis of Variance (ANOVA) test 
was conducted to investigate whether variations in the material 
composition used to create adhesive from waste cassava peel 
during the production of coconut shell charcoal briquettes 
affected each of the parameters analyzed in this study. 
Furthermore, posthoc analysis using the Tukey method was 
carried out to determine the significant differences between 
each variation (Aransiola, Oyewusi, Osunbitan, & Ogunjimi, 
2019; Karimibavani, Sengul, & Asmatulu, 2020; Niño, Arzola, & 
Araque, 2020). 

3. Results and Discussion 

3.1 Density 

The briquette density test was carried out using the ratio of mass 
and volume. The homogeneity and size of the charcoal are 
affected by the density the briquettes produce. The results of 
the density measurement of charcoal briquettes V1, V2, and V3 
are presented in Figure 2. 

 
Fig. 2 Density of coconut shell briquettes with cassava peel adhesive 

 

0.66

0.63

0.61

0.54

0.56

0.58

0.60

0.62

0.64

0.66

0.68

0.70

V1 (75%:25%) V2 (70%:30%) V3 (65%:35%)

D
e
n

s
it

y
 (

g
r
a
m

/c
m

³)



B. Rudiyanto et al  Int. J. Renew. Energy Dev 2023, 12(2), 270-276 
|273 

ISSN: 2252-4940/© 2023. The Author(s). Published by CBIORE 

Table 5 
Density analysis using the Tukey method with 95% confidence 

Variation N Mean Grouping 

V1 3 0.66456 A       

V2 3 0.63108    B    

V3 3 0.61050       C 

 
 
Based on Figure 2, it can be seen that the highest density 

value is in V1 of 0.66 g/cm3 with a ratio of coconut shell to 
cassava peel adhesive of 75%:25%, while the lowest value is in 
V3 with a ratio of coconut shell to cassava peel adhesive of 
65%:35%. However, the values of the three densities are not 
much different, but the treatment value in V1 shows the results 
of better briquette density compared to other variations. This is 
due to the amount of adhesive that meets the void ratio formed 
by the particle size of 40 mesh. 

High pressure can also increase the density value. It follows 
the research conducted by Sunardi et al. (2019) about the 
characteristics of corncob briquettes with a pressure of 44.80 
kg/cm3 and a particle size of 60 mesh, which produces a higher 
density level than corncob briquettes using a pressure of 22.42 
kg/cm3 with a particle size of 40 mesh. Consequently, the 
adhesive will tend to fill the surface of the charcoal as the bonds 
between the molecules of the charcoal become stronger, 
reducing the cavity filled with water or air (Satya, Raju, 
Praveena, & Jyothi, 2014). Therefore, the higher the density 
value of the briquettes, the smaller the cavity and the rate of 
combustion is slower (Haryanti, Wardhana, & Suryajaya, 2020). 
Furthermore, in statistical analysis using the one-way ANOVA 
method to determine the effect of variations in the composition 
of coconut shell charcoal and cassava peel waste, it is known 
that the P-value is <0.05, representing that the composition 
affects the density value of the briquettes. In the post hoc Tukey 
analysis, it is also known that each variable V1, V2, and V3 is 
significantly different from each other, as shown in Table 5. 
 

3.2 Moisture Content 

Briquettes have hygroscopic properties or easily absorb water, 
which shows that the value of water content needs to be 
considered because it can affect the quality of the briquettes 
produced. In this case, the moisture content of coconut shell 
briquettes with cassava peel adhesive ranged from 5.51-7.85%, 
as presented in Figure 3. 

Figure 3 shows that the highest water content was 
obtained in treatment V3 at 7.85%, while the lowest water 
content was found in V1 at 5.51%. Treatment V1 with a ratio of 
coconut shell to cassava peel adhesive of 75%:25% had better 
briquette quality than other variations. 

 
Fig. 3 Moisture content of coconut shell briquettes with cassava peel 

adhesive 

Table 6 
Moisture content analysis using the Tukey method with 95% confidence 

Variation N Mean Grouping 

V3 3 7.8525 A       

V2 3 6.503    B    

V1 3 5.511       C 

 
This is due to the low water content, and the cassava peel 

adhesive that blends with coconut shell charcoal will be tighter 
because its pores become smaller. The high and low water 
content produced can be influenced by the type and percentage 
of adhesive used to manufacture briquettes (Kong, Loh, 
Bachmann, Rahim, & Salimon, 2014). The addition of more 
adhesive causes the water contained in the adhesive to enter 
the pores of the charcoal (Permatasari & Utami, 2015) 

Based on Figure 3, it can be seen that the smaller the 
percentage of adhesive used, the smaller the water content, 
which means the quality of the briquettes produced will be 
better. This is in line with the research by Maryono et al. (2013) 
about the quality of coconut shell charcoal briquettes with the 
addition of higher levels of starch adhesive will produce higher 
water content as well. The maximum moisture content of 
charcoal briquettes is 8%, according to SNI 01-6235-2000. In 
this case, the water content in each treatment has met the SNI 
standard because it is below 8%, indicating that the coconut 
shell briquettes with cassava peel adhesive are suitable for 
alternative fuels. However, the P-value of the one-way ANOVA 
test is <0.05, which indicates that the variation in the 
composition of coconut shell charcoal with cassava peel waste 
affects the value of the resulting water content. Moreover, the 
post hoc Tukey's analysis results show that each variation V1, 
V2, and V3 is significantly different, as shown in Table 6. 

 
3.3 Ash Content 

Ash content is one of the references to determine the quality of 
briquettes. Ash content can affect the calorific value and carbon. 
The ash content produced in this study ranged from 1.50-2.86%. 
The results of the ash content test are presented in Figure 4. 
 

 
Fig. 4 Ash content of coconut shell briquettes with cassava peel 

adhesive 

Table 7 
Ash content analysis using the Tukey method with 95% confidence 

Variation N Mean Grouping 

V3 3 2.8579 A    

V2 3 2.6569 A    

V1 3 1.501    B 

 
 

5.51

6.50

7.85

0.00

1.00

2.00

3.00

4.00

5.00

6.00

7.00

8.00

9.00

V1 (75%:25%) V2 (70%:30%) V3 (65%:35%)

M
o
is

tu
r
e
 C

o
n

te
n

t
(%

)

1.50

2.66

2.86

0.00

0.50

1.00

1.50

2.00

2.50

3.00

3.50

V1 (75%:25%) V2 (70%:30%) V3 (65%:35%)

A
s
h

 C
o
n

te
n

t
(%

)



B. Rudiyanto et al  Int. J. Renew. Energy Dev 2023, 12(2), 270-276 
|274 

ISSN: 2252-4940/© 2023. The Author(s). Published by CBIORE 

V3 produced the highest ash content with a ratio of coconut 
shell to cassava peel adhesive of 65%:35%. In contrast, the 
lowest ash content was obtained in V1 at 1.50%, with a ratio of 
coconut shell to cassava peel adhesive of 75%:25%. The amount 
of adhesive applied can influence the high and low levels of ash 
produced (Hasan et al., 2017; Modolo et al., 2015). Ash content 
affects the heating value and carbon content. The lower the ash 
content, the higher the calorific value and the fixed carbon 
content in the briquettes (Lu et al., 2019; Román Gómez, 
Cabanzo Hernández, Guerrero, & Mejía-Ospino, 2018; Todaro, 
Rita, Cetera, & D’Auria, 2015). In addition, the content of 
inorganic materials in adhesives, such as silica (SiO2), MgO, 
Fe2O3, A1F3, MgD3, and Fe, can also increase the ash content of 
briquettes (Haryanti et al., 2020). Based on these findings, it can 
be shown that the ash content increases as the adhesive content 
increases. This is similar to Maryono et al. (2013), where the ash 
content of coconut shell briquettes increased with cassava peel 
adhesive applied. 

The higher ash content in briquettes can reduce the calorific 
value and combustion rate, preventing air voids from 
penetrating the furnace (Sunardi et al., 2019). The maximum 
permissible ash content in SNI 01.6235.2000 is 8%, while the ash 
content produced in this study ranges from 1.50-2.86%. It shows 
that the briquettes produced had good quality. The composition 
of the comparison of coconut shell with cassava peel adhesive 
is best produced by V1. It has the lowest ash content compared 
to other variations. The one-way ANOVA analysis obtained a P-
value <0.05, it can be seen that the composition of coconut shell 
charcoal and cassava peel waste affects the ash content results. 
Furthermore, in the post hoc Tukey analysis, it is known that the 
variations V2 and V3 are not significantly different from each 
other, while the variations of V1 are significantly different from 
each other with V2 and V3, as shown in Table 7. 

 
 
3.4 Combustion Rate 

Five briquettes were used to heat 700 ml of water using three 
iterations of each variation in the combustion rate test to 
measure the rate of briquette combustion starting at the speed 
of the briquette flame. The calculation of the briquette burning 
rate result in this study ranged from 0.021-0.026 gram/s, as 
shown in Figure 5. 
 

 
Fig. 5 Combustion rate of coconut shell briquettes with cassava peel 

adhesive 

Table 8 
Combustion rate analysis using the Tukey method with 95% 
confidence 

Variation N Mean Grouping 

V1 3 0.071000 A       

V2 3 0.063000    B    

V3 3 0.058000       C 

The fastest burning rate is produced by V1 at 0.026 gram/s, 
while V3 has the slowest burning rate at 0.021 gram/s. Figure 5 
shows that the percentage ratio of the adhesive composition can 
affect the rate of combustion produced. This is in line with 
Syarief et al. (2021), that the higher the percentage of adhesive 
added, the slower the burning rate, and vice versa. 

The high percentage of adhesive addition will make the 
granules on the briquettes stick firmly. It makes the briquette 
pores smaller and difficult for air to enter to speed up the 
combustion process. Comparison of the composition of the 
variations of the resulting material did not differ much, but the 
V1 showed better briquette results than other variations. This is 
due to the faster rate of combustion, which makes it easier for 
the briquettes to ignite and burn away without producing a lot 
of smoke. The V1 shows a more effective and efficient result to 
be used as an alternative fuel. The results from the one-way 
ANOVA analysis obtained a P-value <0.05. This indicates that 
the composition of coconut shell charcoal and cassava peel 
waste affects the rate of combustion that occurs in briquettes. 
Based on the results of post hoc Tukey analysis, it is known that 
the respective variations of V1, V2, and V3 are significantly 
different from each other, as shown in Table 8. 
 
3.5 Calorific Value 

The calorific value is the main parameter in determining the 
quality of briquettes. The calorific value produced in this study 
ranged from 6,161 to 6,266 cal/gram. The results of the heat 
test using the IKA © 2000 Bomb Calorimeter are shown in 
Figure 6. 

Figure 6 shows that the highest calorific value produced by 
V1 is 6,266 cal/gram, while V3 of 6,161 cal/gram has the lowest 
calorific value. The higher the calorific value, the better the 
quality of the briquettes (Haryanti et al., 2020). The calorific 
value is related to the amount of water and ash in the briquettes. 
The percentage of adhesive given influences the amount of 
water and ash produced. The higher the adhesive added, the 
higher the water and ash produced. Thus, the calorific value 
created is low and vice versa (Sulistyaningkarti and Utami, 
2017). In this case, the results of the one-way ANOVA analysis 
show the P-value >0.05. It can be seen that the composition of 
coconut shell charcoal and cassava peel waste does not affect 
the resulting calorific value. Based on these results, a post hoc 
Tukey analysis is not required. 

The minimum standard calorific value of briquettes, 
according to SNI 01-6235-2000, is 5,000 cal/gram. However, 
the calorific value of briquettes in V1, V2, and V3, as shown in 
Figure 6, they have a value of over 5,000 cal/gram. The highest 
calorific value was shown by V1 of 6,266 cal/gram with the 
coconut shell and cassava peel adhesive ratio at 75%:25%. This 
is influenced by the value of water content and ash content. 
Moreover, the briquettes produced by V1 offer better quality 
than other variations. 

 

 
Fig. 6 Calorific value of coconut shell briquettes with cassava peel 
adhesive 

0.071

0.063
0.058

0.000

0.010

0.020

0.030

0.040

0.050

0.060

0.070

0.080

V1 (75%:25%) V2 (70%:30%) V3 (65%:35%)

C
o
m

b
u

s
ti

o
n

 R
a
te

(g
r
a
m

/s
)

6266

6234

6161

6000

6050

6100

6150

6200

6250

6300

6350

V1 (75%:25%) V2 (70%:30%) V3 (65%:35%)

C
a
lo

r
if

ic
 V

a
lu

e
(c

a
l/

g
r
a
m

) 



B. Rudiyanto et al  Int. J. Renew. Energy Dev 2023, 12(2), 270-276 
|275 

ISSN: 2252-4940/© 2023. The Author(s). Published by CBIORE 

In this study, V1, with a composition of 75% coconut shell and 
25% cassava peel adhesive, is the best composition in terms of 
4 parameters: density, moisture content, ash content, and 
calorific value. This is as a result that applying too much 
adhesive can reduce the briquettes' quality. Therefore the 
addition of adhesive must be carried out appropriately (Saputra 
at. al, 2021). However, the best result for the combustion rate is 
sample V2, with a composition of 65%:35%, but this is not very 
influential because the difference in the combustion rate 
between V1 and V2 has a slight difference. 

4.    Conclusion 

Based on the research results, it can be seen that the use of 
coconut shells as raw material for briquettes has an excellent 
ability to become a renewable energy source in the form of 
biomass. In this case, the percentage variation of adhesive 
material such as cassava peel can produce characteristics as fuel 
for alternative energy sources. It can be seen that the V1 
treatment with a ratio of coconut shell with cassava peel 
adhesive of 75%:25% can produce charcoal briquettes that have 
better quality than other variations, with a density value of 0.66 
gram/cm3, water content of 5.51%, ash content of 1.50%, 
combustion rate of 0.026 gram/s and calorific value of 6,266 
cal/gram. The one-way ANOVA analysis shows that the 
composition of coconut shell charcoal and cassava peel waste 
affects the resulting density, moisture content, ash content, and 
burning rate. In this case, the heating value is not affected by 
variations in the composition of the raw materials. However, 
charcoal briquettes from coconut shell waste and natural 
adhesives from cassava peel waste are feasible to be used as 
alternative fuels because of their economic value, easy to obtain, 
abundantly available, and have complied with SNI 01-6235-
2000. Besides, further identification of the starch content in 
cassava peel, volatile matter content and carbon content in 
briquettes is required to improve research findings and develop 
solutions using alternative energy sources with higher quality 
and more environmentally friendly. This is because the natural 
adhesive content can reduce the calorific value of briquettes. 
The addition of adhesive is carried out without a carbonization 
process, and it is necessary to analyze the value of volatile 
matter and fixed carbon. Considering their ability to marge, it is 
important to know the volatile and fixed carbon content. 
Moreover, if the volatile content is too high and the fixed carbon 
is too low, it will significantly affect the decrease in the heating 
value of the briquettes. 
 
Author Contributions: BR; supervision, resources, project 
administration, IRA; Conceptualization, original draft, ZU; 
methodology, DAP; formal analysis, MH; writing—review and editing, 
project administration, BP; supervision, validation, TP: supervision, 
validation —. All authors have read and agreed to the published version 
of the manuscript. 

Conflicts of Interest: The authors declare no conflict of interest.  

References 

Abyaz, A., Afra, E., & Saraeyan, A. (2020). Improving technical 
parameters of biofuel briquettes using cellulosic binders. Energy 
Sources, Part A: Recovery, Utilization and Environmental Effects, 
00(00), 1–12. https://doi.org/10.1080/15567036.2020.1806955  

Adeleke, A. A., Odusote, J. K., Ikubanni, P. P., Olabisi, A. S., & Nzerem, 
P. (2022). Briquetting of subbituminous coal and torrefied 
biomass using bentonite as inorganic binder. Scientific Reports, 
12(1), 1–11. https://doi.org/10.1038/s41598-022-12685-5 

Anggraeni, S., Girsang, G. C. S., Nandiyanto, A. B. D., & Bilad, M. R. 
(2021). Effects of particle size and composition of 
sawdust/carbon from rice husk on the briquette performance. 
Journal of Engineering Science and Technology, 16(3), 2298–2311. 

Aransiola, E. F., Oyewusi, T. F., Osunbitan, J. A., & Ogunjimi, L. A. O. 
(2019). Effect of binder type, binder concentration and 
compacting pressure on some physical properties of carbonized 
corncob briquette. Energy Reports, 5, 909–918. 
https://doi.org/10.1016/j.egyr.2019.07.011 

Ardelean, E., Socalici, A., Lupu, O., Bistrian, D., Dobrescu, C., & 
Constantin, N. (2022). Recovery of Waste with a High Iron 
Content in the Context of the Circular Economy. Materials, 
15(14), 1–18. https://doi.org/10.3390/ma15144995 

Bazhin, V. Y., Kuskov, V. B., & Kuskova, Y. V. (2019). Processing of low-
demand coal and other carbon-containing materials for energy 
production purposes. Inzynieria Mineralna, 2019(1), 195–198. 
https://doi.org/10.29227/IM-2019-01-37 

BPPT. (2021). Indonesia Energy Outlook 2021: Perspective of Indonesian 
Energy Technology - Solar Power for Charging Station Energy 
Supply. Jakarta. 

Budi Surono, U. (2019). Biomass Utilization of Some Agricultural Wastes 
as Alternative Fuel in Indonesia. Journal of Physics: Conference 
Series, 1175(1). https://doi.org/10.1088/1742-
6596/1175/1/012271 

Cuong, T. T., Le, H. A., Khai, N. M., Hung, P. A., Linh, L. T., Thanh, N. 
V., … Huan, N. X. (2021). Renewable energy from biomass 
surplus resource: potential of power generation from rice straw 
in Vietnam. Scientific Reports, 11(1), 1–10. 
https://doi.org/10.1038/s41598-020-80678-3 

Dani, S., & Wibawa, A. (2018). Challanges and Policy for Biomass 
Energy in Indonesia. International Journal of Business, Economic 
and Law, 15(5), 41047. https://www.ijbel.com/wp-
content/uploads/2018/04/IJBEL15_212.pdf 

Directorate General of Plantation. (2021). National Leading Plantation 
Statistics 2019-2021 (D. Gartina & R. L. L. Sukriya, eds.). Jakarta: 
Sekterariat Direktorat Jenderal Perkebunan. 

Ganesan, S., & Vedagiri, P. (2022). Production of sustainable biomass 
briquettes from de-oiled cashewnut Shell. Materials Today: 
Proceedings. https://doi.org/10.1016/j.matpr.2022.09.179 

Ghafar, H., Halidi, S. N. A. M., & So’aib, M. S. (2020). Coconut Shell: 
Thermogravimetric Analysis and Gross Calorific Value. 
Proceedings of Mechanical Engineering Research Day, 206–207. 
https://www3.utem.edu.my/care/proceedings/merd20/pdf/0
6_Energy_Engineering_and_Management/089-p206_207.pdf  

Guo, Z., Wu, J., Zhang, Y., Wang, F., Guo, Y., Chen, K., & Liu, H. (2020). 
Characteristics of biomass charcoal briquettes and pollutant 
emission reduction for sulfur and nitrogen during combustion. 
Fuel, 272(April), 117632. 
https://doi.org/10.1016/j.fuel.2020.117632 

Haryanti, N. H., Wardhana, H., & Suryajaya. (2020). Effect of Pressure 
on Alaban Charcoal Briquettes Small Particle Size. Jurnal Risalah 
Fisika, 4(1), 19–26. 
https://doi.org/https://doi.org/10.35895/rf.v4i1.170 

Hasan, E. S., Jahiding, M., Mashuni, Ilmawati, W. O. S., Wati, W., & 
Sudiana, I. N. (2017). Proximate and the Calorific Value Analysis 
of Brown Coal for High-Calorie Hybrid Briquette Application. 
Journal of Physics: Conference Series, 846(1). 
https://doi.org/10.1088/1742-6596/846/1/012022 

Helwani, Z., Ramli, M., Rusyana, A., Marlina, M., Fatra, W., Idroes, G. 
M., … Idroes, R. (2020). Alternative briquette material made 
from palm stem biomass mediated by glycerol crude of biodiesel 
byproducts as a natural adhesive. Processes, 8(7). 
https://doi.org/10.3390/pr8070777 

Hirniah, F. E. (2020). Energy Analysis in Making Charcoal Briquettes from 
Cassava Peel with Tapioca Flour as Adhesive. Universitas Jember, 
Jember. 

Jiang, X., Wu, C., Zhou, H., Gao, B., Fang, X., Han, J., & Gao, W. (2022). 
Relationship between thermal properties and structure, 
composition of briquette through grey relational analysis. Journal 
of Applied Geophysics, 206(November 2021), 104786. 
https://doi.org/10.1016/j.jappgeo.2022.104786 

Kabir Ahmad, R., Anwar Sulaiman, S., Yusup, S., Sham Dol, S., Inayat, 
M., & Aminu Umar, H. (2022). Exploring the potential of coconut 
shell biomass for charcoal production. Ain Shams Engineering 
Journal, 13(1), 101499. 
https://doi.org/10.1016/j.asej.2021.05.013 

Kamunur, K., Ketegenov, T., Kalugin, S., Karagulanova, A., & 
Zhaksibaev, M. (2022). The role of the alkaline promoter on the 
formation of strength and burning of coal briquettes. South 
African Journal of Chemical Engineering, 42(May), 156–161. 

https://doi.org/10.1080/15567036.2020.1806955
https://doi.org/10.1038/s41598-022-12685-5
https://doi.org/10.1016/j.egyr.2019.07.011
https://doi.org/10.3390/ma15144995
https://doi.org/10.29227/IM-2019-01-37
https://doi.org/10.1088/1742-6596/1175/1/012271
https://doi.org/10.1088/1742-6596/1175/1/012271
https://doi.org/10.1038/s41598-020-80678-3
https://www.ijbel.com/wp-content/uploads/2018/04/IJBEL15_212.pdf
https://www.ijbel.com/wp-content/uploads/2018/04/IJBEL15_212.pdf
https://doi.org/10.1016/j.matpr.2022.09.179
https://www3.utem.edu.my/care/proceedings/merd20/pdf/06_Energy_Engineering_and_Management/089-p206_207.pdf
https://www3.utem.edu.my/care/proceedings/merd20/pdf/06_Energy_Engineering_and_Management/089-p206_207.pdf
https://doi.org/10.1016/j.fuel.2020.117632
https://doi.org/https:/doi.org/10.35895/rf.v4i1.170
https://doi.org/10.1088/1742-6596/846/1/012022
https://doi.org/10.3390/pr8070777
https://doi.org/10.1016/j.jappgeo.2022.104786
https://doi.org/10.1016/j.asej.2021.05.013


B. Rudiyanto et al  Int. J. Renew. Energy Dev 2023, 12(2), 270-276 
|276 

ISSN: 2252-4940/© 2023. The Author(s). Published by CBIORE 

https://doi.org/10.1016/j.sajce.2022.08.009 
Karimibavani, B., Sengul, A. B., & Asmatulu, E. (2020). Converting 

briquettes of orange and banana peels into carbonaceous 
materials for activated sustainable carbon and fuel sources. 
Energy, Ecology and Environment, 5(3), 161–170. 
https://doi.org/10.1007/s40974-020-00148-4 

Kariuki, S. W., Muthengia, J. W., Erastus, M. K., Leonard, G. M., & 
Marangu, J. M. (2020). Characterization of composite material 
from the copolymerized polyphenolic matrix with treated 
cassava peels starch. Heliyon, 6(7), e04574. 
https://doi.org/10.1016/j.heliyon.2020.e04574 

Kayiwa, R., Kasedde, H., Lubwama, M., & Kirabira, J. B. (2021a). 
Characterization and pre-leaching effect on the peels of 
predominant cassava varieties in Uganda for production of 
activated carbon. Current Research in Green and Sustainable 
Chemistry, 4(February), 100083. 
https://doi.org/10.1016/j.crgsc.2021.100083 

Kayiwa, R., Kasedde, H., Lubwama, M., & Kirabira, J. B. (2021b). The 
potential for commercial scale production and application of 
activated carbon from cassava peels in Africa: A review (Elsevier 
Ltd; Vol. 15). Elsevier Ltd. 
https://doi.org/10.1016/j.biteb.2021.100772 

Kong, S. H., Loh, S. K., Bachmann, R. T., Rahim, S. A., & Salimon, J. 
(2014). Biochar from Oil Palm Biomass: A Review of its Potential 
and Challenges. Journal Renewable and Sustainable Energy 
Reviews, 39, 729–739. 
https://doi.org/10.1016/j.rser.2014.07.107 

Lu, Z., Chen, X., Yao, S., Qin, H., Zhang, L., Yao, X., … Lu, J. (2019). 
Feasibility study of gross calorific value, carbon content, volatile 
matter content and ash content of solid biomass fuel using laser-
induced breakdown spectroscopy. Fuel, 258(September), 
116150. https://doi.org/10.1016/j.fuel.2019.116150 

Maryono, Sudding, & Rahmawati. (2013). Preparation and Quality 
Analysis of Coconut Shell Charcoal Briquette Observed by Starch 
Concentration. Journal Chemical, 14(1), 74–83. 

Maulina, S., Sarah, M., Misran, E., & Anita, M. F. (2021). The correlation 
of ultimate analysis and calorific value on palm oil briquettes 
using durian seed adhesives. IOP Conference Series: Materials 
Science and Engineering, 1122(1), 012079. 
https://doi.org/10.1088/1757-899x/1122/1/012079 

Meytij, J. R., Santoso, I. R. S., Rampe, H. L., Tiwow, V. A., & Apita, A. 
(2021). Infrared Spectra Patterns of Coconut Shell Charcoal as 
Result of Pyrolysis and Acid Activation Origin of Sulawesi, 
Indonesia. E3S Web of Conferences, 328, 08008. 
https://doi.org/10.1051/e3sconf/202132808008 

Ministry of Agriculture. (2021). Agricultural Statistics 2021 (A. A. Susanti 
& M. A. Supriyatna, Eds.). Jakarta: Center for Agricultural Data 
and Information Systems, Ministry of Agriculture, Republic of 
Indonesia. 

Modolo, R. C. E., Silva, T., Senff, L., Tarelho, L. A. C., Labrincha, J. A., 
Ferreira, V. M., & Silva, L. (2015). Bottom ash from biomass 
combustion in BFB and its use in adhesive-mortars. Fuel 
Processing Technology, 129, 192–202. 
https://doi.org/10.1016/j.fuproc.2014.09.015 

Niño, A., Arzola, N., & Araque, O. (2020). Experimental study on the 
mechanical properties of biomass briquettes from a mixture of 
rice husk and pine sawdust. Energies, 13(5). 
https://doi.org/10.3390/en13051060 

Nurhilal, O., Suryaningsih, S., & Indrana, I. (2018). Study of Thermal 
Efficiency of Biomass Carbonizing by Direct Method. Journal of 
Physics: Conference Series, 1080. https://doi.org/10.1088/1742-
6596/1080/1/012024 

Rizal, W. A., Nisa, K., Maryana, R., Prasetyo, D. J., Pratiwi, D., Jatmiko, 
T. H., … Suwanto, A. (2020). Chemical composition of liquid 
smoke from coconut shell waste produced by SME in Rongkop 
Gunungkidul. IOP Conference Series: Earth and Environmental 
Science, 462(1). https://doi.org/10.1088/1755-
1315/462/1/012057 

Román Gómez, Y., Cabanzo Hernández, R., Guerrero, J. E., & Mejía-
Ospino, E. (2018). FTIR-PAS coupled to partial least squares for 
prediction of ash content, volatile matter, fixed carbon and 

calorific value of coal. Fuel, 226(April), 536–544. 
https://doi.org/10.1016/j.fuel.2018.04.040 

Sarkar, J. K., & Wang, Q. (2020). Different Pyrolysis Process Conditions 
of South Asian Waste Coconut Shell and Characterization of Gas, 
Bio-Char, and Bio-Oil. Energies. 

Satya, M., Raju, C. A. I., Praveena, U., & Jyothi, K. R. (2014). Studies on 
Development of Fuel Briquettes Using Locally Available Waste. 
Journal of Engineering Research and Applications, 4(3), 553–559. 
https://www.ijera.com/papers/Vol4_issue3/Version%201/CT
4301553559.pdf 

Setter, C., Sanchez Costa, K. L., Pires de Oliveira, T. J., & Farinassi 
Mendes, R. (2020). The effects of kraft lignin on the 
physicomechanical quality of briquettes produced with 
sugarcane bagasse and on the characteristics of the bio-oil 
obtained via slow pyrolysis. Fuel Processing Technology, 
210(August), 106561. 
https://doi.org/10.1016/j.fuproc.2020.106561 

Srisang, S., Phetpan, K., Ruttanadech, N., Limmun, W., Youryon, P., 
Kongtragoul, P., … Chungcharoen, T. (2022). Charcoal briquette 
production from waste in the coffee production process using 
hydrothermal and torrefaction techniques: A comparative study 
with carbonization technique. Journal of Cleaner Production, 
372(August), 133744. 
https://doi.org/10.1016/j.jclepro.2022.133744 

Sulistyaningkarti, L., & Utami, B. (2017). Making Charcoal Briquettes 
from Corncob Organic Waste Using Variations in Type and 
Percentage of Adhesives. Jurnal Kimia Dan Pendidikan Kimia, 
2(1), 43–53. 

Sunardi, Djuanda, & Mandra, M. A. S. (2019). Characteristics of Charcoal 
Briquettes from Agricultural Waste with Compaction Pressure 
and Particle Size Variation as Alternative Fuel. International 
Energy Journal, 19, 139–148. 

Suryaningsih, S., Resitasari, R., & Nurhilal, O. (2019). Analysis of 
biomass briquettes based on carbonized rice husk and jatropha 
seed waste by using newspaper waste pulp as an adhesive 
material. Journal of Physics: Conference Series, 1280(2). 
https://doi.org/10.1088/1742-6596/1280/2/022072 

Syarief, A., Nugraha, A., Ramadhan, M. N., Fitriyadi, & Supit, G. G. 
(2021). Effect of Variation in Composition and Type of Adhesive 
on Physical Properties and Burning Characteristics of Alaban 
Wood Charcoal Waste Briquettes (Vitex pubescens VAHL) Rice 
Husk (Oryza sativa L). Proceedings of the National Wetland 
Environment Seminar. Banjarmasin. 

Todaro, L., Rita, A., Cetera, P., & D’Auria, M. (2015). Thermal treatment 
modifies the calorific value and ash content in some wood 
species. Fuel, 140, 1–3. 
https://doi.org/10.1016/j.fuel.2014.09.060 

Tu, W., Liu, Y., Xie, Z., Chen, M., Ma, L., Du, G., & Zhu, M. (2021). A 
novel activation-hydrochar via hydrothermal carbonization and 
KOH activation of sewage sludge and coconut shell for biomass 
wastes: Preparation, characterization and adsorption properties. 
Journal of Colloid and Interface Science, 593, 390–407. 
https://doi.org/10.1016/j.jcis.2021.02.133 

Tzelepi, V., Zeneli, M., Kourkoumpas, D. S., Karampinis, E., Gypakis, A., 
Nikolopoulos, N., & Grammelis, P. (2020). Biomass availability in 
europe as an alternative fuel for full conversion of lignite power 
plants: A critical review. Energies, 13(13). 
https://doi.org/10.3390/en13133390 

Vaish, S., Sharma, N. K., & Kaur, G. (2022). A review on various types of 
densification/briquetting technologies of biomass residues. IOP 
Conference Series: Materials Science and Engineering, 1228(1), 
012019. https://doi.org/10.1088/1757-899x/1228/1/012019 

Velusamy, S., Subbaiyan, A., Kandasamy, S., Shanmugamoorthi, M., & 
Thirumoorthy, P. (2022). Combustion characteristics of biomass 
fuel briquettes from onion peels and tamarind shells. Archives of 
Environmental and Occupational Health, 77(3), 251–262. 
https://doi.org/10.1080/19338244.2021.1936437 

Yana, S., Nizar, M., Irhamni, & Mulyati, D. (2022). Biomass waste as a 
renewable energy in developing bio-based economies in 
Indonesia: A review. Renewable and Sustainable Energy Reviews, 
160(5), 112268. https://doi.org/10.1016/j.rser.2022.112268 

 © 2023. The Author(s). This article is an open access article distributed under the terms and conditions of the Creative Commons 
Attribution-ShareAlike 4.0 (CC BY-SA) International License (http://creativecommons.org/licenses/by-sa/4.0/) 

https://doi.org/10.1016/j.sajce.2022.08.009
https://doi.org/10.1007/s40974-020-00148-4
https://doi.org/10.1016/j.heliyon.2020.e04574
https://doi.org/10.1016/j.crgsc.2021.100083
https://doi.org/10.1016/j.biteb.2021.100772
https://doi.org/10.1016/j.rser.2014.07.107
https://doi.org/10.1016/j.fuel.2019.116150
https://doi.org/10.1088/1757-899x/1122/1/012079
https://doi.org/10.1051/e3sconf/202132808008
https://doi.org/10.1016/j.fuproc.2014.09.015
https://doi.org/10.3390/en13051060
https://doi.org/10.1088/1742-6596/1080/1/012024
https://doi.org/10.1088/1742-6596/1080/1/012024
https://doi.org/10.1088/1755-1315/462/1/012057
https://doi.org/10.1088/1755-1315/462/1/012057
https://doi.org/10.1016/j.fuel.2018.04.040
https://www.ijera.com/papers/Vol4_issue3/Version%201/CT4301553559.pdf
https://www.ijera.com/papers/Vol4_issue3/Version%201/CT4301553559.pdf
https://doi.org/10.1016/j.fuproc.2020.106561
https://doi.org/10.1016/j.jclepro.2022.133744
https://doi.org/10.1088/1742-6596/1280/2/022072
https://doi.org/10.1016/j.fuel.2014.09.060
https://doi.org/10.1016/j.jcis.2021.02.133
https://doi.org/10.3390/en13133390
https://doi.org/10.1088/1757-899x/1228/1/012019
https://doi.org/10.1080/19338244.2021.1936437
https://doi.org/10.1016/j.rser.2022.112268