Unified fire sensing concept and time-series regression machine learning of environment-based features for quantifiable "no-fire" models

• المؤلف الرئيسي: Wang, Xiaoni
• مؤلفون آخرون: Li King Ho, Holden
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Mechanical engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172912
• المؤسسة: Nanyang Technological University

This paper presents an in-depth exploration into fire sensing methodologies, with a specific focus on the development of a robust "No-Fire Detection Model." Various machine learning models were employed to construct a reliable predictive framework. The study emphasizes the identification a...