Development of flutter applications for power engineering solution generation using large language models

This dissertation addresses a prevalent challenge in engineering applications, particularly in the domain of transmission line analysis and power systems, where existing solutions often fall short of providing comprehensive answers. With the problem statement highlighting the dearth of proper solu...

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Main Author: Abdul Hadi Bin Abdul Samad
Other Authors: Tan Eng Leong
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/178699
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author Abdul Hadi Bin Abdul Samad
author2 Tan Eng Leong
author_facet Tan Eng Leong
Abdul Hadi Bin Abdul Samad
author_sort Abdul Hadi Bin Abdul Samad
collection NTU
description This dissertation addresses a prevalent challenge in engineering applications, particularly in the domain of transmission line analysis and power systems, where existing solutions often fall short of providing comprehensive answers. With the problem statement highlighting the dearth of proper solutions in engineering applications, this study proposes developing a smartphone application to address this gap. Leveraging pertinent formulas and reference notes, the dissertation presents a systematic methodology to generate solutions for transmission line questions. Furthermore, it details the development process of an iOS and Android application designed to tackle this issue. From ideation to deployment, the dissertation elucidates the intricate systems employed in the development of the application, offering insights into its conceptualization, design, and implementation stages. Through this comprehensive exploration, the dissertation aims to offer a practical solution to the prevailing challenge, thereby enhancing the effectiveness and utility of engineering problem-solving applications.
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spelling ntu-10356/1786992024-07-05T15:43:04Z Development of flutter applications for power engineering solution generation using large language models Abdul Hadi Bin Abdul Samad Tan Eng Leong School of Electrical and Electronic Engineering EELTan@ntu.edu.sg Engineering Langchain Flutter Android application Large language models Mobile development This dissertation addresses a prevalent challenge in engineering applications, particularly in the domain of transmission line analysis and power systems, where existing solutions often fall short of providing comprehensive answers. With the problem statement highlighting the dearth of proper solutions in engineering applications, this study proposes developing a smartphone application to address this gap. Leveraging pertinent formulas and reference notes, the dissertation presents a systematic methodology to generate solutions for transmission line questions. Furthermore, it details the development process of an iOS and Android application designed to tackle this issue. From ideation to deployment, the dissertation elucidates the intricate systems employed in the development of the application, offering insights into its conceptualization, design, and implementation stages. Through this comprehensive exploration, the dissertation aims to offer a practical solution to the prevailing challenge, thereby enhancing the effectiveness and utility of engineering problem-solving applications. Master's degree 2024-07-02T08:36:15Z 2024-07-02T08:36:15Z 2024 Thesis-Master by Coursework Abdul Hadi Bin Abdul Samad (2024). Development of flutter applications for power engineering solution generation using large language models. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/178699 https://hdl.handle.net/10356/178699 en application/pdf Nanyang Technological University
spellingShingle Engineering
Langchain
Flutter
Android application
Large language models
Mobile development
Abdul Hadi Bin Abdul Samad
Development of flutter applications for power engineering solution generation using large language models
title Development of flutter applications for power engineering solution generation using large language models
title_full Development of flutter applications for power engineering solution generation using large language models
title_fullStr Development of flutter applications for power engineering solution generation using large language models
title_full_unstemmed Development of flutter applications for power engineering solution generation using large language models
title_short Development of flutter applications for power engineering solution generation using large language models
title_sort development of flutter applications for power engineering solution generation using large language models
topic Engineering
Langchain
Flutter
Android application
Large language models
Mobile development
url https://hdl.handle.net/10356/178699
work_keys_str_mv AT abdulhadibinabdulsamad developmentofflutterapplicationsforpowerengineeringsolutiongenerationusinglargelanguagemodels