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Multi-Objective Optimization on Vibration and Noise Characteristics of Light Duty Biofuel Powered Engine at Idling Condition Using Response Surface Methodology

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TLDR
In this article, a 20% blend of lemon peel oil with diesel (B20) according to central composite design (CCD) by varying pilot mass (PM), pilot injection timing (PIT), injection pressure, and engine speed (ES).
Abstract
\n Lemon peel oil (LPO) is a promising alternative biofuel for diesel engine applications due to its favorable physical and chemical properties. This study deals with combustion, vibration, and noise measurement for diesel engine powered with biofuel blend in the perspective of passenger comfort at engine idle condition. Experimentation is performed using a 20% blend of lemon peel oil with diesel (B20) according to central composite design (CCD) by varying pilot mass (PM), pilot injection timing (PIT), injection pressure, and engine speed (ES). Vibrations at engine crankcase, cylinder head were measured with a triaxial accelerometer along with noise measurement. The output responses for diesel and B20 were compared based on the output from response surface methodology (RSM). The study observed that predominant vibrations at the crankcase level along the lateral direction of the engine influenced by fuel injection pressure (FIP) and engine speed for both test fuels. Engine head vibrations were maximum along with the reciprocating motion of piston for both test fuels and found 7.43% more in case diesel. Engine noise is comparable from both test conditions irrespective of different influencing parameters. An increment of 1.662 J/deg in the heat release rate (HRR) of B20 is observed attributed to a longer ignition delay of B20 fuel. This study concludes that the lemon peel oil blend is compatible to use as an alternate biofuel in a diesel engine with suitable damping techniques for better passenger comfort.

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Citations
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Journal ArticleDOI

Performance and emission predictions of a CRDI engine powered with diesel fuel: A combined study of injection parameters variation and Box-Behnken response surface methodology based optimization

TL;DR: In this article, the effect of fuel injection timings (7.5, 12.5 and 17.5 bTDC) and injection pressure (500 and 1000 bar) on diesel engines was examined.
Journal ArticleDOI

Assessment of the engine vibration and noise characteristics of an unmodified direct injection engine powered with non-feedstock Citrullus lanatus seed oil

TL;DR: In this article , three biodiesel blends were prepared by mixing it with pure diesel such as WMB10% (90% of diesel + 10% of watermelon seeds biodiesel), WMB20% (80% of Diesel + 20% of Watermelonsseed biodiesel).
Journal ArticleDOI

An Automated Machine Learning-Genetic Algorithm Framework With Active Learning for Design Optimization

TL;DR: The framework introduced in this study reduces the need for technical expertise in training ML models for optimization while also reducing the number of simulations needed for performing surrogate-based design optimization.
Journal ArticleDOI

Prediction-Optimization of the Influence of 1-pentanol/jatropha oil Blends on RCCI Engine Characteristics using Multi-Objective Response Surface Methodology

TL;DR: In this paper , the potential of the 1-pentanol (10, 20, and 30%) as the low reactivity fuel, which is a cetane value improver, and jatropha oil blended with diesel is considered the high reactive fuel.
Journal ArticleDOI

A Novel Active Optimization Approach for Rapid and Efficient Design Space Exploration Using Ensemble Machine Learning

TL;DR: It is found that the new approach significantly lowers the number of function evaluations that are needed to reach the optimum design configuration (by up to 80%) when compared to conventional optimization techniques, such as particle swarm and genetic algorithm-based optimization techniques.
References
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Journal ArticleDOI

Vibration analysis of a diesel engine using biodiesel and petrodiesel fuel blends

TL;DR: In this paper, an evaluation of vibration was performed for both biodiesel and biodiesel blends for a single differential tractor including four-stroke six cylinders engine, and the results showed that the vibration of the diesel (D100) is less than biodiesel (B100), while B15, B30 and B50 had the highest vibrations.
Journal ArticleDOI

Lemon peel oil – A novel renewable alternative energy source for diesel engine

TL;DR: In this article, the suitability of lemon peel oil for internal combustion engines and gensets applications was evaluated using various blends of lemon fruit rinds with conventional diesel with volumetric concentration of 20, 40, 50% and 100% and their physical and chemical properties were evaluated for its suitability in direct injection diesel engine.
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Biofuel production from citrus wastes: A feasibility study in Iran

TL;DR: In this paper, the authors showed that the wastes produced from citrus have a good potential for biofuel production in Iran and that the ethanol and biogas produced from CW is estimated to be 26.98 million liters and 37.08 million m 3, respectively.
Journal ArticleDOI

Feasibility of using less viscous and lower cetane (LVLC) fuels in a diesel engine: A review

TL;DR: In this paper, a review work focused on bio-fuels with lower viscosity and cetane number and their mode of operation in a diesel engine is presented and detailed summary on operation of these fuels in the reported three different modes is clearly explained and their engine characteristics such as performance, combustion and emission are briefed.
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