In this paper, the optimization of the performance and exhaust emissions of a dual-fuel diesel engine experimented with Palm Oil Methyl Esters (POME) and LPG was carried out using Taguchi Grey Analysis, Regression Analysis, and Adaptive-Neuro Fuzzy Inference Systems (ANFIS). The JAYA algorithm was employed...

This paper proposes a fully data-driven and complete solution for predicting steering angles in autonomous driving systems using exclusively Convolution Neural Networks (CNN’s). An autonomous car needs to make accurate control decisions to be to drive safely on the road and a great deal is dependent...

The study evaluates the thermal performance of a packed bed TES system that integrates both sensible and latent heat storage using solar energy as the heat source. A cylindrical, insulated storage tank containing spherical capsules containing phase change materials (PCMs), particularly stearic acid and...

A bone defect referred as absence of bone in its areas where it is typically present. Bone defects result from trauma, tumors, or infections. Bone defects frequently occur in conjunction with significant soft-tissue injuries, including those affecting muscles, tendons, and joints. The surgeon must address...

This study utilizes the Taguchi approach to optimize diesel engine characteristics, such as the compression ratio (CR), engine speed (ES), and the maize biodiesel combination ratio (MB), for better performance. Among the studied parameters, there are five levels of CR, ES, and MB. The output parameters...

This study investigates the effects of incorporating interrupted fins on annulus side of double-tube heat exchanger to evaluate heat transfer, Nusselt number, pressure drop and heat transfer coefficient when using Fe3O4/water nanofluid. Heat exchange occurs as cold fluid flows through the annulus side,...

This study investigates the impact of road geometric features, specifically horizontal curves, on the speed parameters of various vehicle types in heterogeneous traffic conditions. Data were collected from two designated sections using video graphic techniques, enabling a comprehensive analysis of vehicle...

Increased heat transfer rates in industrial heat exchangers are the subject of ongoing research. The heat transfer augmented by passive technique and active technique especially at intermediate Reynolds numbers in pipe flow. Passive procedures include inserting various sorts of inserts into tubes. Active...

The aim of this study is to investigate the experimental analysis of the thermal characteritics of a thermal energy storage (TES) unit that combines both sensible and latent heat stored in a bed. A TES unit is created, constructed, and integrated with a constant temperature bath to evaluate the functioning of the storage unit....

The demand for efficient DC-DC converters capable of providing significant voltage step-up with minimal losses is critical in numerous applications, such as portable devices, electric automobiles and energy-efficient systems. Among the various boost converter topologies, the Boost Converter is widely...

Time series forecasting using ARIMA (AutoRegressive Integrated Moving Average) is well-liked and tested machine learning technique for projecting upcoming values depending on historical data or previous observations. Although ARIMA is a strong and popular technique for time series forecasting, because...