Mobile Application Front End Design based on Diesel Engine Performance for Digital Twin Development

Dipta, Rhaihan Ari (2024) Mobile Application Front End Design based on Diesel Engine Performance for Digital Twin Development. Other thesis, Institut Teknologi Sepuluh Nopember.

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Abstract

The evolution of industrial revolutions from Industry 1.0 to Industry 4.0 has dramatically transformed manufacturing processes. Industry 4.0, characterized by interconnected and data-driven technologies, has introduced concepts like digital twins to optimize complex systems. Digital twins, virtual replicas of physical assets, leverage real-time data to enhance performance and predict maintenance needs. This final project aims to develop a digital twin application for diesel engines using the Flutter framework, extending previous efforts that utilized a website platform. The development process included three stages: application workflow, application development, and data integration with the backend. The workflow stage involved designing the system based on user needs, resulting in use case diagrams, sequence diagrams, and activity diagrams. The development stage focused on creating a user interface that meets the application's requirements. Data integration ensured seamless communication between the frontend and backend through thorough testing of API endpoints. The digital twin mobile application underwent rigorous user experience testing using the User Experience Questionnaire (UEQ) method. The results indicated highly positive user experience scores across all six UX factors: Attractiveness (1.88), Perspicuity (2.13), Efficiency (2.06), Dependability (1.53), Stimulation (1.54), and Novelty (1.18). These scores reflect that users find the application visually appealing, easy to understand and use, efficient, reliable, stimulating, and innovative.
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Evolusi revolusi industri dari Industri 1.0 hingga Industri 4.0 telah secara dramatis mengubah proses manufaktur. Industri 4.0, yang ditandai dengan teknologi yang saling terhubung dan berbasis data, telah memperkenalkan konsep digital twin untuk mengoptimalkan sistem yang kompleks. Digital twin, replika virtual dari aset fisik, memanfaatkan data real-time untuk meningkatkan kinerja dan memprediksi kebutuhan pemeliharaan. Tugas akhir ini bertujuan untuk mengembangkan aplikasi digital twin untuk mesin diesel menggunakan kerangka kerja Flutter, memperluas upaya sebelumnya yang menggunakan platform situs web. Proses pengembangan mencakup tiga tahap: alur kerja aplikasi, pengembangan aplikasi, dan integrasi data dengan backend. Tahap alur kerja melibatkan perancangan sistem berdasarkan kebutuhan pengguna, menghasilkan diagram use case, diagram urutan, dan diagram aktivitas. Tahap pengembangan berfokus pada pembuatan antarmuka pengguna yang memenuhi persyaratan aplikasi. Integrasi data memastikan komunikasi yang mulus antara frontend dan backend melalui pengujian menyeluruh terhadap endpoint API. Aplikasi mobile digital twin ini menjalani pengujian pengalaman pengguna yang ketat menggunakan metode User Experience Questionnaire (UEQ). Hasilnya menunjukkan skor pengalaman pengguna yang sangat positif di enam faktor UX: Attractiveness (1.88), Perspicuity (2.13), Efficiency (2.06), Dependability (1.53), Stimulation (1.54), and Novelty (1.18). Skor ini mencerminkan bahwa pengguna menemukan aplikasi ini menarik secara visual, mudah dipahami dan digunakan, efisien, andal, menstimulasi, dan inovatif.

Item Type:	Thesis (Other)
Uncontrolled Keywords:	Digital Twin, Mobile Application, Real-time Data, User Experience.Digital Twin, Aplikasi Mobile, Data Real-time, Pengalaman Pengguna.
Subjects:	V Naval Science > VM Naval architecture. Shipbuilding. Marine engineering > VM731 Marine Engines
Divisions:	Faculty of Marine Technology (MARTECH) > Marine Engineering > 36202-(S1) Undergraduate Thesis
Depositing User:	Rhaihan Ari Dipta
Date Deposited:	05 Aug 2024 08:26
Last Modified:	05 Aug 2024 08:26
URI:	http://repository.its.ac.id/id/eprint/112629

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