TR
EN
Design and Development of Topologically Optimized Early Fire Detection Mobile Robot
Öz
In this study, the comprehensive design, development, topology optimization, and power analysis of a mobile early fire detection robot were conducted. All subcomponents and the full assembly model were created using computer-aided design (CAD) tools. Electronic hardware-including RGB and thermal cameras, Raspberry Pi, and motor drivers-was selected, and corresponding mounting parts were designed to integrate the components into the structure. Finite element analyses (FEA) were performed to evaluate structural strength and stability. Topology optimization was applied to reduce the overall weight and energy consumption of the system. A specialized power analysis tool was developed to compare the energy usage of the non-optimized and optimized designs. The FEA and power analysis results confirmed that the optimized structure achieved a 25% weight reduction and an 11% decrease in energy consumption, demonstrating improved efficiency in the mobile fire detection robot.
Anahtar Kelimeler
Etik Beyan
Ethics committee approval was not required for this study because there was no study on animals or humans.
Kaynakça
- Abdusalomov A, Baratov N, Kutlimuratov A, Whangbo TK. 2021. An improvement of the fire detection and classification method using YOLOv3 for surveillance systems. Sensors, 21(19): 6519.
- Ahn Y, Choi H, Kim BS. 2023. Development of early fire detection model for buildings using computer vision-based CCTV. J Build Eng, 65: 105647.
- Barbieri L, Muzzupappa M. 2022. Performance-driven engineering design approaches based on generative design and topology optimization tools: a comparative study. Appl Sci. 12(4): 2106.
- Biswas A, Ghosh SK, Ghosh A. 2023. Early fire detection and alert system using modified inception-v3 under deep learning framework. Procedia Comput Sci, 218: 2243–2252.
- Cavazzuti M, Baldini A, Bertocchi E, Costi D, Torricelli E, Moruzzi P. 2020. High performance automotive chassis design: a topology optimization-based approach. Struct Multidiscip Optim, 62: 45–56.
- Demir N, Sucuoglu HS, Bogrekci I, Demircioglu P. 2021. Structural & dynamic analyses and simulation of mobile transportation robot. Int J 3D Print Technol Digit Ind, 5(3): 587–595.
- Demir N, Sucuoglu HS, Bogrekci I, Demircioglu P. 2021. Topology optimization of mobile transportation robot. Int J 3D Print Technol Digit Ind, 5(2): 210–219.
- Di Biase V, Laneve G. 2018. Geostationary sensor based forest fire detection and monitoring: An improved version of the SFIDE algorithm. Remote Sens, 10(5): 741.
Ayrıntılar
Birincil Dil
İngilizce
Konular
Makine Mühendisliğinde Optimizasyon Teknikleri, Makine Tasarımı ve Makine Elemanları, CAD/CAM Sistemleri
Bölüm
Araştırma Makalesi
Yazarlar
Erken Görünüm Tarihi
11 Eylül 2025
Yayımlanma Tarihi
15 Eylül 2025
Gönderilme Tarihi
31 Mayıs 2025
Kabul Tarihi
9 Eylül 2025
Yayımlandığı Sayı
Yıl 2025 Cilt: 8 Sayı: 5
APA
Sucuoğlu, H. S. (2025). Design and Development of Topologically Optimized Early Fire Detection Mobile Robot. Black Sea Journal of Engineering and Science, 8(5), 1605-1616. https://doi.org/10.34248/bsengineering.1710797
AMA
1.Sucuoğlu HS. Design and Development of Topologically Optimized Early Fire Detection Mobile Robot. BSJ Eng. Sci. 2025;8(5):1605-1616. doi:10.34248/bsengineering.1710797
Chicago
Sucuoğlu, Hilmi Saygın. 2025. “Design and Development of Topologically Optimized Early Fire Detection Mobile Robot”. Black Sea Journal of Engineering and Science 8 (5): 1605-16. https://doi.org/10.34248/bsengineering.1710797.
EndNote
Sucuoğlu HS (01 Eylül 2025) Design and Development of Topologically Optimized Early Fire Detection Mobile Robot. Black Sea Journal of Engineering and Science 8 5 1605–1616.
IEEE
[1]H. S. Sucuoğlu, “Design and Development of Topologically Optimized Early Fire Detection Mobile Robot”, BSJ Eng. Sci., c. 8, sy 5, ss. 1605–1616, Eyl. 2025, doi: 10.34248/bsengineering.1710797.
ISNAD
Sucuoğlu, Hilmi Saygın. “Design and Development of Topologically Optimized Early Fire Detection Mobile Robot”. Black Sea Journal of Engineering and Science 8/5 (01 Eylül 2025): 1605-1616. https://doi.org/10.34248/bsengineering.1710797.
JAMA
1.Sucuoğlu HS. Design and Development of Topologically Optimized Early Fire Detection Mobile Robot. BSJ Eng. Sci. 2025;8:1605–1616.
MLA
Sucuoğlu, Hilmi Saygın. “Design and Development of Topologically Optimized Early Fire Detection Mobile Robot”. Black Sea Journal of Engineering and Science, c. 8, sy 5, Eylül 2025, ss. 1605-16, doi:10.34248/bsengineering.1710797.
Vancouver
1.Hilmi Saygın Sucuoğlu. Design and Development of Topologically Optimized Early Fire Detection Mobile Robot. BSJ Eng. Sci. 01 Eylül 2025;8(5):1605-16. doi:10.34248/bsengineering.1710797