Microfiber sensor development by design expert software and Box Behnken Design (BBD) optimization parameters approach the SME automotive industry

Abdul Manan, Nur Izzaty Balqhis (2024) Microfiber sensor development by design expert software and Box Behnken Design (BBD) optimization parameters approach the SME automotive industry. Project Report. Universiti Teknikal Malaysia Melaka, Melaka, Malaysia. (Submitted)

Text (Full Text) Microfiber sensor development by design expert software and Box Behnken Design (BBD) optimization parameters approach the SME automotive industry.pdf - Submitted Version Download (3MB)

Abstract

The demand for an effective Engine Oil detection system has prompted a focus on innovative solutions. Optical microfiber sensors are emerging as promising tools with significant potential. This study specifically targets the development of optical microfiber sensors for Small and Medium-sized Enterprises (SMEs) in the automotive sector, addressing challenges related to engine oil monitoring. SMEs play a crucial role in the engine oil sector, enhancing market competitiveness and product diversity. To overcome limitations faced by SMEs in costly and time-consuming oil assessment methods, wearable optical microfiber sensors are introduced as a practical solution. These sensors undergo optimization through a systematic Design of Experiment (DoE) approach, considering parameters like wavelength, microfiber diameter, engine oil concentration, and microfiber types. The proposed methodology integrates Design Expert Software and Box Behnken Design (BBD) optimization parameters to enhance sensor performance and sensitivity. This systematic approach tailors the development of optical microfiber sensors to meet the unique needs of SMEs in the automotive industry. The anticipated result is a significant improvement in the quality and efficiency of microfiber sensors, providing SMEs with a reliable tool for engine oil condition detection. This advancement is poised to boost the overall competitiveness of SMEs in the global automotive market, promoting innovation and ensuring efficient machinery operation across various sectors.

Actions (login required)

View Item