Low-Density Polyethylene Plastic Waste to Liquid Fuel Using Pyrolysis Method: an Effect of Temperatures on the Oil Yields Physicochemical Properties

Pyrolysis has been recognized as the most effective way to convert waste for producing alternative fuels through thermal degradation at elevated temperatures. In this work, pyrolysis was applied to convert plastic wastes into oil yields. The physical and chemical properties of the obtained oil yields were analysed to find out whether their existence can be ascertained as the availability of standard fuel. This study was conducted in a real pilot plant using samples of low-density polyethylene plastic waste. The pyrolysis temperature varied at 200 °C, 250 °C, 300 °C, 350 °C, and 400 °C for two hours with a heating rate of 10 °C/min. Physically, the pyrolysis resulted in an oil yield similar to commercial fuel oils, having a light-yellow colour in all various pyrolysis temperatures. Gas Chromatography-Mass Spectrometry analysis showed the change in hydrocarbon chain and chemical molecular structures, thus influencing its physical properties. The increase in hydrocarbon chain length and in cyclic molecules and alkyl compounds as the temperatures increased led to the increase in density, viscosity, flashpoint, and octane number within the range of standard commercial oil fuels. Even though there was an increase in calorific values, these values were still under the commercial standard oil values. However, this can be tolerated by providing any oil-yield refined treatments.


INTRODUCTION
The waste problem is increasingly becoming a severe problem in the 21 st century due to the accumulated municipal wastes generated from everyday human activities. An increase in living standards automatically leads to an increase in municipal waste. In Indonesia, Surabaya bears 2,483 tons of waste per day, of which 37.1% of the untreated waste is left. It ends up in rivers, along railway lines, landfills, is burnt directly or disposed of in some other way [1]. Several studies on managing organic waste have begun to be undertaken through several methods, such as methods on handling manure wastes [2] and agriculture crops [3]. In addition, the ways to convert agriculture waste into bio-oil were also revealed [1]. mechanism of the LDPE molecular structures during the changes in the chemical properties that affect the physical properties.
Moreover, this study aims to confirm that the oil yields of pyrolysis products can be used directly according to the physical properties of the appropriate substitute fuels. As a result, it can be directly applicable to engines. By examining the effects of pyrolysis temperature variations, the appropriate temperature for processing plastic wastes into oil fuel will be identified. The quantitative aspects, such as the mass and the volume of oil yields, are also investigated. This study also offers a convenient and informative approach to investigate the mechanisms of molecular degradation by comparing each of the different pyrolysis temperatures, thus making it possible to influence physical properties.

MATERIALS AND METHODS
In this study, the pyrolysis process was conducted in a real pilot plant in a laboratory-scale plastic pyrolizer, as shown in Figure 1a. Meanwhile, Figure 1b illustrates the process flow diagram during the experiments. The plastic materials used as the pyrolysis feedstock were LDPE samples from an Indonesian petrochemical industry that do not have any pigmentation (i.e., transparent in colour). The feedstock has the physicochemical properties listed in Table 1 and Table 2. From the tables, it was found that the molecular formula is C38H38O6, while the predicted molecular structure of LDPE was shown in Figure 2. Firstly, for the preparation of the representative LDPE plastic samples, fine cuttings of food wrapper roughly the size of 0.25 cm 2 with an initial mass of 250 g were cut using scissors for this experiment. After the pyrolizer (of fixed-bed type) and feedstock of LDPE were ready, the feedstock was put into the pyrolizer reactor, and then the reactor was closed tightly so that no leakage occurred. The pyrolysis process was conducted with temperature setting variations of 200 °C, 250 °C, 300 °C, 350 °C, and 400 °C for two hours with a heating rate of 10 °C/min. The temperature was observed with the help of a thermocouple and controlled by a thermo-controller where the changes in pyrolysis temperature were recorded in a computer through a data logger. Afterwards, N2 was flowed into the furnace/reactor to suppress O2 in the reactor to prevent combustion. After the pyrolysis process has been completed, besides obtaining temperature distribution measurements along the process, experimental data measured in the form of mass, volume, and density of the solid yields (wax) and the oil from pyrolysis were also obtained. Te wax was left in the furnace, and the oil yields were trapped in the beaker glasses inside an ice-cold bath. Moreover, another thermocouple was attached inside the furnace to observe the melting temperature of the condensed gas before turning it into oil yields, thus observing the relationships among the heat energy inside the furnace, the time to condense oil, and the melting point of condensed gas yields. Afterwards, the oil yields were investigated for their physical properties, such as density, viscosity, flashpoint, calorific value, and octane number (RON), by using devices for measuring the physical properties as the measurement standardization. The density was calculated from the ratio of oil mass to its volume using the ACIS BC 500 electrical balance and a volume scale's beaker glass at STP condition. Then, the oil viscosity was measured at a standard temperature of 40 °C by means of viscometer type SYD-216D, and the flashpoint was measured using LEYBOLD, type: ABR NL 90212. For measuring oil calorific value, a bomb calorimeter method was used through the Parr 6050 Calorimeter. Subsequently, RON was tested using the CFR F1 engine BLS SX-100K at a standard temperature measurement of 23.4 °C. Apart from being tested in terms of their physical properties, the oil yields' chemical properties were also investigated using Gas Chromatography-Mass Spectrometry (GC-MS). This enabled identification of the chemical compositions of LDPE liquid yields after pyrolysis and categorization of the physicochemical properties of pyrolysis oil that are comparable to the substituted oil. As a result, the relationship between the two groups of properties will be better understood to find out whether or not the oil can substitute commercial oil fuels used now.

RESULTS AND DISCUSSION
It was found that pyrolysis produced three kinds of yields: solid (wax), liquid (oil), and gas (syngas) yields. However, this study will only analyse the oil yields just for the sake of changing the fuels. The results show that the product capacity of the oil yields was influenced by the different pyrolysis temperatures. In addition to affecting the resulting product, it turns out that this temperature also affects the properties of the oil yields. This study carried out two kinds of properties measurements; chemical and physical properties tests, which will be analysed in the following section. From the results, it was found that changes in chemical properties will affect physical properties.  Figure 3 depicts a photograph of LDPE oil yields for each pyrolysis temperature. From the picture, it can be seen that the oil yields have a light-yellow colour similar to that of gasoline or those of commercial fuel oil on the market. Further analyses are needed by comparing the physical properties of the oil yields with the physical properties of other commercial fuels to find out whether the oil yields are suitable for use as an alternative oil fuel to substitute other commercial oil fuels,

The effect of pyrolysis temperature on the melting point of LDPE
Because this study investigates the effect of pyrolysis temperature, the temperature distribution during pyrolysis was observed.  Figure 4 shows the pyrolysis temperature distribution of the LDPE plastic at various pyrolysis temperatures (Tp). The yellow square sign represents the condensation temperature and the time in which the pyrolytic gas of LDPE yield was condensed to oil yields into the beaker glass. From the figure, it can be seen that the condensation time of oil yields into the beaker glass shows the relationship among the pyrolysis temperature, the heating time, and the time to achieve condensation of oil yields. At the pyrolysis temperature of 200 °C, oil starts dripping into the glass beaker at 70 minutes. Meanwhile, at 300 °C, oil starts dripping at 30 minutes. At the highest pyrolysis temperature of 400 °C and after 20 minutes of processing, the oil starts to drip. At pyrolysis temperature (Tp) 300 °C, the condensation started at t = 30 min and T = 262 °C. Meanwhile, at Tp = 400 °C, it began at t = 25 min and T = 259 °C. There is a 3-degree smaller difference in Tp = 400 °C than in Tp = 300 °C, but it was faster by 5 minutes in Tp = 400 °C than in Tp = 300 °C. This occurred because, at Tp = 400 °C, the thermal energy given in the furnace is higher, so the heating force among LDPE molecules is greater. It accelerates the achievement of condensation at the beginning of the reaction with a faster time. The high pyrolysis temperature forces LDPE molecules to absorb more heat, and the condensation time required by LDPE is achieved faster. Conversely, at lower pyrolysis temperature Tp = 300 °C, the force of attraction among the LDPE molecules affecting the intermolecular force is stronger at low temperatures. So, the stronger intermolecular interactions result in higher melting points, as shown in the relatively higher and slower condensation start. When LDPE plastic is heated, the LDPE temperature increases, affected by the endothermic reaction. Afterwards, the LDPE began to decompose, and its phase changes from solid to liquid. With increasing pyrolysis temperature, the phase will change from liquid to gas. Then, this yield will exit into the ice-cold trap to be condensed. At higher pyrolysis temperatures, the formation of gaseous products due to biomass decomposition occurs faster, so the change from gas to liquid also occurs more quickly. As a result, the oil yields entering the ice-cold trap also happens faster (dripping faster). However, in this condition, the mass and volume of oil yield are smaller because the oil yields cannot condense completely due to the lack of residence time of condensation in this ice-cold trap. As a result, both non-condensable and condensable gas come out together, implying the mass and volume of the gas yields will be greater than the oil yields. It can be correlated to Figure 5 and Figure 6, in which the mass and volume of the oil yields at Tp = 400 °C are smaller than at Tp = 300 °C, even though Tp = 400 °C has a faster condensation start.
From Figure 2, it can be inferred that the higher the temperature is, the condensation will start sooner. This condition also indicates that the higher the pyrolysis temperature, the shorter residence time is required to start for condensation of gases to become liquid yield. In fact, it takes the same amount of thermal energy to convert LDPE pyrolysis products to a liquid form at all different pyrolysis temperatures. However, the heating temperature is inversely proportional to the condensation time of oil yields, and a higher heating temperature yields a faster product than a lower heating temperature. Therefore, for the process of converting LDPE into oil, a high temperature is not needed [20] because it will cause wasteful heating energy in the reactor.

The effects of pyrolysis temperature on the quantity of oil yields
After identifying the temperature profiles during the pyrolysis process, the effect of temperature on the oil products was also observed.
Based on Figure 5, it can be observed that an increase in pyrolysis temperature will have an impact on the increase in the amount of mass oil yield produced around 120 minutes during the process. The graph shows the production of solid yields (wax) and liquid yields (oil). If it is related to wax production, the increase in oil yields is due to the decrease in wax products. It can be determined by the mass and energy balance equation: where mfeedstock as mLDPE explains the mass of LDPE plastic in the initial process. Meanwhile, myields (mass of yields produced after pyrolysis) consist of mwax (mass of wax), moil yields (mass of oil yields), and mgas yields (mass of gas yields). In the study, mLDPE, mwax, and moil yields were measured; however, mgas yields was predicted as determined in Table 3. The values of all mfeedstock and myields are stated in gram. At a temperature of 200 °C, the amount of wax produced is greater than at other temperatures, automatically resulting in a smaller oil yield production. As the temperature increases, the production of wax decreases, and most of the LDPE breaks down into gas, which is condensed into oil yields affecting the increase in the oil produced. However, after 350 °Cto be precise, at 400 °C -the amount of oil yield decreased, even though the amount of wax was almost non-existent.
Wax is a solid-yield product, which then melts into a liquid and evaporates into a gas yield. However, because the pressure of the gas that comes out is not large enough due to the small heating temperature, the gas will return to the solid phase again. When it enters the liquid phase, the wax cannot evaporate because the temperature in the reactor has not yet reached the decomposition temperature of these heavier molecules. In addition, the higher the heating temperature in the pyrolysis process, the more gas is produced, either condensed or not. This is because the higher the heating temperature, the plastic will undergo thermal cracking, decomposing the plastic into gas [21]. The condensable gas will change phase into a liquid phase and accommodate in the beaker glass. The more gas yields that can be condensed, the more oil yields will be produced. In other words, the mass of oil yields resulting from pyrolysis will also increase.
However, the decrease in oil yields at 400 °C is caused by the high pyrolysis temperature because -besides producing wax and oil yields -the pyrolysis of LDPE also produces gas yields. In addition, at 400 °C, a secondary reaction occurs where the oil yield in the furnace is converted into more non-condensable gas than in pyrolysis at 350 °C. At 400 °C, more gases are resulting from LDPE decomposition, including flammable gas compounds such as CH4 and H2, therefore decreasing the oil yield production [22].
The same problem also occurs in the volume of oil yields, as shown in Figure 6. It describes the amount of volume of oil yield obtained around 120 minutes pyrolysis process. The increase in oil yield volume also takes place as the temperature increases to 350 °C and then decreases at the pyrolysis temperature of 400 °C. This happens because, at a temperature of 400 °C, more non-condensable gas is produced than at 350 °C.

The effect of pyrolysis temperature on the chemical molecular structures of oil yields
After analysing the temperature distribution and the quantity of oil yields, this study observed the chemical compounds of oil yields produced at 200 °C, 300 °C, and 400 °C to distinguish the chemical properties of each pyrolysis temperature. Table 4 represents the constituent chemical compounds of oil yields at pyrolysis processes at 200 °C, 300 °C, and 400 °C according to the sequence of carbon chain lengths formed. Aside from being shown by the chemical structure, it is also indicated by their isomer and percentage. From the GC-MS results, the longest chain at 200 °C is C20, at 300 °C is C24, and at 400 °C, the longest chain is C28. The changes in chemical compounds are directly proportional to the increase in pyrolysis temperature. These changes are caused by the reforming of the initial molecule structure into its isomers and an increased number of cyclic and alkyl molecular groups in the constituent chemical compounds. In addition, the number of polycyclic aromatic hydrocarbons (PAH) has also increased. Related to the change in the carbon chain length, at 200 °C, the percentage of long-chain hydrocarbon content starting from C11 is 32.73%. The change occurred at 300 °C, with an increase in the carbon chain to 46.36%, and it continued to increase to 53.39% at 400 °C. This increase occurred because the solid yield (wax) produced at low pyrolysis temperatures decomposes, forming oil yields with a large molecular weight. In addition, at high pyrolysis temperatures, the production of gases that have a small molecular weight will increase, meaning that the oil yields only consist of those with large molecular weight, implying a longer carbon chain.
After observing the hydrocarbon compounds of oil yield constituents in Table 4, in general, the results show that increasing pyrolysis temperature will also increase the cyclic compounds and compounds containing alkyl groups. In addition, the higher the pyrolysis temperature, the longer the carbon chain of the oil yield compound that will be formed. This is the result of the thermal effect of pyrolysis temperature. The effect of heat will affect the abstraction of H atoms due to changes in entropy in LDPE oil. There is a possibility of internal rotation of methyl groups that occurs. The methyl groups have the same hindering potential as in the early LDPE hydrocarbon. The methyl bonds will break away from each other and will form bonds with other hydrocarbon molecular radicals. There is a possibility of internal rotation of methyl groups that occurs. The methyl groups have the same hindering potential as in the early LDPE hydrocarbon. The methyl bonds will break away from each other and will form bonds with other hydrocarbon molecular radicals. In addition, an increase in temperature will cause the abstraction of H atoms. The lack of H atoms in the parent compound will, in turn, force the C-C atoms to bond together to form cyclic bonds. It can be seen that the percentage of alkyl and cyclic compounds increase at high pyrolysis temperatures. In general, at all variations of pyrolysis temperature, most of the hydrocarbons of oil LDPE produced are C7H12, C8H16, C9H18, C10H22, and C12H24, along with their isomers.
These reaction mechanisms for the formation and release of hydrocarbon molecular structures have been simulated using the Spaya.ai software, showing the stages of the H release mechanism [23], the combination of hydrocarbon molecules with alkyl compounds, formation of cyclic compounds, and isomerase compounds. All of which can be seen in Figure 7.
The changes that occur in oil yields compounds based on the GC-MS at 200-400 °C will impact the other properties, i.e., the physical properties as described in the following section.

The effects of pyrolysis temperature on the density of oil yields
Density is one of the physical properties of fuel that greatly affects combustion performance. In this study, the effect of pyrolysis temperature on oil yield density will be verified. Figure 8 describes the change in the density of oil yields at various pyrolysis temperatures obtained from the mass and volume ratio, which has been illustrated in Figure 5 and Figure 6. From Figure  8, it can be seen that the increase in pyrolysis temperature will result in an increase in oil yield density. In low-temperature pyrolysis, thermal cracking occurs in the pyrolysis process because the generated vapor produced by the process in the reactor is condensed before going to the channel that leads to the ice-cold trap so that the oil yield will return to the reactor and be heated again.
As is known, density is the degree of compactness of a substance at a certain volume. The density of a substance depends on the atomic mass of the constituent compound of the substance. This means, the greater the atomic mass of the constituent compounds while the volume stays constant, the greater the density will be. In addition, in thermal cracking, further breakdown of the hydrocarbon chains occurs, which leads to the condensed gas having shorter hydrocarbon chain bonds [24]. Furthermore, the density change is closely related to the n composition of the oil yields' constituent compounds, which can be seen in Table 4. From the GC-MS results, it can be seen that longer hydrocarbon bonds result in increased density because they have a heavier molecular weight. With the increasing number of long carbon chains (C11-C28) and the increasing number of double bonds (alkene) and alkyl groups, the density increases as the temperature increases. To apply oil yields to be appropriate as a substitute for oil fuels, the density of LDPE oil yields should have values that are almost the same as the density of commercial fuel oil. Figure 8. The density of LDPE oil yields at various pyrolysis temperatures compared to other commercial fuels Figure 8 also shows a comparison of the density values of pyrolysis oil with commercial oils. It can be seen that the density of pyrolyzed oil at temperatures of 300 °C and 350 °C is in the density range of gasoline, while at 400 °C, it is almost in the density range of gasoline and kerosene.

The effects of pyrolysis temperature on the viscosity of oil yields
The value of the physical properties of viscosity cannot be separated from the density. The viscosity increases as the density increases. In Figure 9, it can be seen that as the pyrolysis temperature increases, the viscosity of the oil yields also increases because viscosity is influenced by the chemical structure of the constituent molecules. The longer the chemical structure bonds are, the greater the viscosity values will be. As the temperature becomes higher, the oil yields will have a longer carbon chain structure, thus increasing the viscosity value of oil yield.
If the increase in viscosity is correlated with the results of the GC-MS test, the rise in temperature will increase the number of double-bond hydrocarbons in the oil yields, resulting in the increase in viscosity values. Viscosity will increase if the oil yield molecules contain more double-bond molecular chains. Viscosity is the value of a fluid's resistance to flow. Therefore, the greater the viscosity value, the slower the fluid flow. The main factor affecting this matter is the intermolecular force. The force among molecules in double-bond compounds is greater than that of a single bond compound. For example, C10H20O contains double bonds, and with a large inter-molecular force, it has a large viscosity.
The oil yields from the LDPE pyrolysis have viscosity values within the range of commercial fuel viscosity values at each temperature. However, the viscosity of pyrolysis oil at 200 °C has the lowest value and is lower than the viscosity of gasoline, which is 0.721 cSt.
The viscosity values of pyrolysis oil at 250 °C and 300 °C fall within the viscosity range of kerosene, and those of oil yields at 350 °C and 400 °C fall within the viscosity range of diesel oil.

The effects of pyrolysis temperature on the flashpoint of oil yields
Another physical property that is no less important for substitute oil fuel is the flashpoint, which concerns the lowest temperature in which the fuel can be ignited. In Figure 10, it can be seen that at a higher temperature, the oil yield has a higher flashpoint value. If this is associated with the chemical compositions of oil yields, the oil yield at low temperatures has a simpler carbon chain and vice versa. In other words, if the pyrolysis temperature is increased, the flashpoint value of oil yields will also increase.
The flashpoint corresponds to the carbon chain contained in the oil yields. Oil yields having a longer carbon chain will have a higher flashpoint value because it is harder for oil to evaporate when the long carbon chains impact the oil yields to have a larger density and higher viscosity. Oil yields that have a large density and are more viscous are more difficult to burn due to the strong molecule bonds among the constituent atoms. Automatically, it will cause a high flashpoint value. Unfortunately, there is no flashpoint value of oils from the pyrolysis that is precisely the same as the flashpoint value of commercial fuels. However, Figure 10 shows that the flashpoint value of pyrolysis oil is much lower than kerosene and diesel but higher than gasoline.

The effects of pyrolysis temperature on the calorific value of oil yields
Similar to the other properties, the calorific value of oil yields also increases as the pyrolysis temperature increases, as shown in Figure 11. The chemical compositions of oil yield compounds will change due to the thermal cracking, which affects the carbon chain structures -from short carbon chains to longer carbon chains as the pyrolysis temperature increases. This is because the calorific value indicates the amount of energy contained in the oil yields, and the calorific value is strongly influenced by the kind of constituent compounds that have the potential for high calorific values. The GC-MS results showed a change in the molecular structure of the oil yields, which led to an increase in calorific values [25]. In addition, the results also determined an increase of polycyclic aromatic hydrocarbons (PAH) compounds. The increase in the formation of PAH compounds will cause an increase in oil yields' calorific value [26]. Besides, the increase in calorific value influenced by the hydrocarbons' chemical structure also shows that there are many flammable compounds. The number of flammable compounds depends on changes in molecular structure due to the formation of alkyl groups in the compounds on the paraffin group, or compounds with the same carbon number, where paraffin has the highest calorific value compared to aromatics and naphthene based on a weight basis.
Commercial oil fuels generally have calorific values ranging from 42.5379 MJ/kg to 46.0548 MJ/kg. In Figure 11, the lowest calorific value of 38.1586 MJ/kg is obtained at 200 °C, and the highest calorific value of 41.0262 MJ/kg is obtained at 400 °C. If a comparison is made with standard fuels, only one calorific value of LDPE oil yields is close to the calorific value of commercial fuel. Oil yields at 400 °C show a calorific value of 41.0262 MJ/kg, close to the kerosene calorific value of 42.8 MJ/kg. Based on this experiment, the oil yields do not fully have the same physical properties as commercial fuels. Therefore, the oil yield should be mixed with other additional additives or introduced to further refinery processes to achieve a physical property value the same as the corresponding property value of commercial fuels. In Figure 12, it can be seen that the octane number increases as the pyrolysis temperature increases. This determines that the increase in temperature will result in a higher-octane number. In the GC-MS results shown in Table 4, the oil yields that are dominated by cyclic compounds and alkyl groups will cause an increase in the octane number. The change in the increase in octane number is more dominated by the number of alkyl groups, which increased from 34.4% to 50.32%, and finally to 78.6% at 200 °C, 300 °C, and 400 °C, respectively. Meanwhile, the change in cyclic compounds increased from 30.85% to 41.02%, and finally to 17.32%. This decrease in cyclic structure is also due to the formation of alkyl and cyclic bonds altogether. The increase in octane number is caused by the cyclic compounds having molecular bonds that are more stable than straight bonds [27]. Meanwhile, the increase in octane number due to the alkyl group is caused by more H atoms joining the oil yield compounds, so the molecules are more stable and do not burn easily.
This elucidates the change in the composition of oil LDPE pyrolysis molecules based on GC-MS results. After the observation, the changes in the percentage of straight-chain compounds, cyclic compounds, and alkyl compounds at different pyrolysis temperatures are formulated in Table 5.  Table 5 illustrates that as the temperature increases, the percentage of the straight chain compounds will decrease. This is because temperature affects thermal cracking on these compounds. The straight compounds will decompose into other hydrocarbon group compounds, such as cyclic compounds and alkyl compounds groups. In the oil-yield compounds containing alkyl molecules, an increase in temperature will increase alkyl group formation because many alkyl compounds are formed due to the release of H atoms during the decomposition of LDPE in the pyrolysis process. The higher the temperature, the greater the thermal cracking for decomposing the LDPE compounds. As a result, the splitting of compounds also releases a lot of H atoms. Therefore, many alkyl compounds that have radical properties are formed. These alkyl compounds will induce other compounds, like straight-chain and other cyclic compounds, to fuse into a new molecular structure of hydrocarbon.
Cyclic compounds display a particularly unique trend. Initially, there was an increase in cyclic compounds from Tp = 200 °C to Tp = 300 °C. Above Tp = 400 °C, the percentage decreased significantly, from 41% to 17.32%, due to the following: 1. Figures 5 and Figure 6 indicate a very significant gas formation. The change in cyclic compounds is closely related to the formation of gas compounds that have shorter carbon chains, such as CH4 and H2, which are decomposed from cyclic compounds; 2. On the other hand, the changes in compounds due to gas formation will also reduce the percentage of straight-chain aliphatic compounds. This is because the straight aliphatic compounds easily become gases; 3. The number of cyclic groups decreases with the increase in alkyl compounds because the cyclic compounds without double bonds are easily isomerized due to their dynamic electrons. A shortage of electrons is caused by a dynamic electron in this particular cyclic bond, so it is easily broken, and its structure changes. The bond dissociation energy of cyclic compounds is not as high as that of alkyl or aromatic compounds. Thus, it is easier to decompose than alkyl compounds.
Besides, the increase in branched chains in the oil yield compounds at a higher pyrolysis temperature also affects the increase in the octane number because the branched-chain paraffin has a much higher rating of octane number than straight-chain paraffin. In addition, the increase in octane number is caused by the rise in the percentage of long-chain hydrocarbon content with increasing temperature. This affects the decrease in shorter and more medium-chain hydrocarbon content from 200 °C to 400 °C because the increase in temperature influences the increase in oil yield production, resulting in more compounds consisting of large molecules. Compounds having large molecular weight tend to have long carbon chains. The high molecular weight increases LDPE molecules' resistance to decomposition, and as the carbon chain gets longer, the total binding forces among molecules are greater, making the LDPE chain stronger. Therefore, the increase in molecular weight and longer carbon chains make it difficult for fuels to burn at low temperatures. Hence, the oil yield will be able to withstand high pressures and temperatures. When applied to the engine, this can delay the occurrence of knocking.
The octane number measurements were carried out on oil yields at pyrolysis temperatures of 200 °C, 250 °C, 300 °C, 350 °C, and 400 °C with results showing the values of 91.8, 92, 92.4, 92.8, and 92.9, respectively. These results indicate that LDPE pyrolysis oil fuels have a higher octane number compared to the fuels in the Indonesian market, which are in accordance with government regulations, i.e., Premium (around 88-90), Pertalite (around 90-92), and Pertamax (around 92-95), which are considered safe for use in any engines. The test results show that the oil yields are within the range of Pertalite (90) and Pertamax (92), which are the most recommended fuels for usage.

CONCLUSIONS
This study carries out exploration on LDPE pyrolysis. The results of this study indicate that the conversion process of LDPE plastic waste into oil fuel is very promising. The results showed that the pyrolysis process converted almost 90% of LDPE plastic into oil fuel at a temperature of 350 °C. This pyrolysis process of converting this plastic waste also does not require a large heating temperature, thus saving energy. In addition, the chemical properties of GC-MS results showed that the pyrolysis process had changed the chemical compounds that make up the oil yields. This process can improve the physical properties of oil yields. The increase in pyrolysis temperatures will increase oil yield densities, viscosities, flashpoints, calorific values, and octane numbers affected by the change in atomic mass, chemical structure, carbon-chain, amount of PAH formed, and alkyl groups of constituent compounds. The oil yields produced are also comparable to other commercial oil fuels as a substitute oil. The LDPE oil yields confirm that their physical properties are within the range of commercial fuels, while the physical properties of calorific value are below the value of commercial fuels. Even so, any treatments to increase the calorific value can be provided by adding certain additives or further treatment through the oil refinery process. This study recommends that 350 °C is the appropriate pyrolysis temperature because it has the highest production capacity of oil yields, while their properties are within the range of the standard oil fuels properties.