智能废物管理和分类系统使用先进的物联网和人工智能技术.
Abdullah Alourani1, M Usman Ashraf2, Mohammed Aloraini3
1Department of Management Information Systems, College of Business and Economics, Qassim University, Buraydah, Saudi Arabia.
PeerJ. Computer science
|June 26, 2025
概括
本研究介绍了一种使用人工智能和物联网的智能固体废物管理系统 (iSSWMs),用于智能收集和分离塑料,玻璃和金属废物. 该系统在分离可回收材料方面实现了99.7%的准确性.
科学领域:
- 环境科学 环境科学
- 计算机科学 计算机科学
- 工程 工程师 工程师 工程师
背景情况:
- 城市固体废物管理是一个关键的全球性挑战.
- 不有效的废物分离阻碍了回收和资源回收.
- 新兴技术为有效的废物管理提供了解决方案.
研究的目的:
- 开发一个智能和智能固体废物管理系统 (iSSWMs).
- 为了实现可回收材料 (塑料,玻璃,金属) 的智能收集和分离.
- 为环境保护和公共卫生目标作出贡献.
主要方法:
- 第一个阶段:使用物联网支持的垃圾桶和移动应用程序进行智能垃圾收集.
- 第二阶段:用于自动化废物分离的深度学习模型 (VGG-19).
- 人工智能 (AI),机器学习 (ML) 和物联网 (IoT) 的整合.
主要成果:
- 该iSSWM有效地整合了智能收集和分离.
- VGG-19模型在分离塑料,玻璃和金属方面实现了99.7%的准确性.
- 该系统在识别和分离可回收废物方面表现出高效率.
结论:
- iSSWMs为现代化固体废物管理提供了一个有希望的框架.
- 人工智能,机器学习和物联网的整合提高了回收效率.
- 这种方法有助于更清洁的环境,并支持更广泛的公共卫生目标.
相关概念视频
Classification of Systems-I
319
Linearity is a system property characterized by a direct input-output relationship, combining homogeneity and additivity.
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
319
Issues And Trends In Healthcare Delivery System
5.9K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.9K
Classification of Systems-II
242
Continuous-time systems have continuous input and output signals, with time measured continuously. These systems are generally defined by differential or algebraic equations. For instance, in an RC circuit, the relationship between input and output voltage is expressed through a differential equation derived from Ohm's law and the capacitor relation,
242
Aggregates Classification
391
Aggregate classification is generally based on its size, petrographic characteristics, weight, and source. Size classification ranges from coarse to fine aggregates, defined by the size of the particles. Coarse aggregates are particles that do not pass through ASTM sieve No. 4, and aggregates that pass through the sieve are fine aggregates.
Petrographic classification groups aggregates based on common mineralogical characteristics. Some of the common mineral groups found in aggregates are...
Petrographic classification groups aggregates based on common mineralogical characteristics. Some of the common mineral groups found in aggregates are...
391
Levels of Use of a GIS
109
Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
109
Health Information Technology and Healthcare Information System
943
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
943


