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Fig 1.

Raw materials used for waste plastic oil production.

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Fig 2.

Pyrolysis system showing the overall process flow schematic alongside the actual laboratory experimental setup.

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Fig 3.

Pyrolysis reactor [23].

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Fig 4.

Pyrolysis components [18].

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Fig 5.

Waste plastic pyrolysis oil purification processes.

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Table 1.

The properties of WPO and DEE [5,6,26].

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Table 2.

The properties of waste plastic oil with diethyl ether blends [1].

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Table 3.

Engine specifications [2].

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Fig 6.

Schematic representation of the experimental test setup, illustrating the engine coupled with the dynamometer and associated measurement systems.

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Table 4.

Technical specifications Kane Exhaust Gas Analyzer.

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Fig 7.

The photograph of the emission analyzer (Kane Auto Plus) used in the study.

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Fig 8.

p-θ for diverse blend ratios.

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Fig 9.

Variation of heat release rate for different blends.

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Fig 10.

p-V diagram for diverse blends.

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Fig 11.

Fuel consumption rate with different engine loads.

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Fig 12.

Indicated mean effective pressure with different engine loads.

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Fig 13.

Brake mean effective pressure throughout load.

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Fig 14.

Brake thermal efficiency vs. engine load.

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Fig 15.

Brake specific fuel consumption vs. load.

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Fig 16.

Variation of CO emissions with varying load.

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Fig 17.

Variation of CO2 emissions with varying load.

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Fig 18.

Variation of HC emissions with varying load.

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Fig 19.

Variation of NOx emissions with varying load.

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Fig 20.

The predicted and experimental values.

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Table 5.

ANN model performance metrics (simulated Prediction).

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Fig 21.

ANN model residual.

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Table 6.

One-way ANOVA results for engine performance and emissions.

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Table 7.

Two-way anova results for performance and emissions.

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Table 8.

Percentage of uncertainty.

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Table 9.

Relative Importance of ANN Inputs (Garson’s Algorithm).

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