Design and implementation of smart waste bin and monitoring system using internet of things and machine learning | |
| Author | Tun Aung Wai |
| Call Number | AIT RSPR no.IOT-23-01 |
| Subject(s) | Internet of things Machine learning |
| Note | A research study submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Internet of Things (IoT) Systems Engineering |
| Publisher | Asian Institute of Technology |
| Abstract | This study presents the development of an innovative Smart Waste Management System (SWMS) designed to boost the efficiency of waste handling and mitigate environmental damage. The proposed system utilizes real-time waste segregation to enhance sorting accuracy. It comprises a series of garbage bins equipped with various sensors and actu- ators, all controlled by a microcontroller that processes sensor information and manages actuator operations. The microcontroller is embedded with a live classification model to ensure precise waste categorization. Data gathered by the system, which includes types of waste and the status of each bin, is sent to a cloud-based platform for further analysis. This data is made available via an Internet of Things (IoT) application intended for use by waste management teams. The objective of this research is to design and test an SWMS that elevates the precision of waste sorting and to assess its functionality through empirical trials. The report will detail the methodology, system design, and findings from the implementation and testing phases. |
| Year | 2023 |
| Type | Research Study Project Report (RSPR) |
| School | School of Engineering and Technology |
| Department | Department of Information and Communications Technologies (DICT) |
| Academic Program/FoS | Internet of Things (IoT) Systems Engineering |
| Chairperson(s) | Attaphongse Taparugssanagorn |
| Examination Committee(s) | Chaklam Silpasuwanchai;Chantri Polprasert |
| Scholarship Donor(s) | AIT Scholarships |
| Degree | Research report (M. Eng.) - Asian Institute of Technology, 2023 |