scholarly journals Pellet Roasting Management System Based on Deep Learning and Internet of Things

Complexity ◽  
2021 ◽  
Vol 2021 ◽  
pp. 1-10
Author(s):  
Weixing Liu ◽  
Liyan Zhang ◽  
Jiahao Wang ◽  
Yiming Yang ◽  
Jie Li ◽  
...  
Keyword(s):  
Internet Of Things ◽  
Rotary Kiln ◽  
Management System ◽  
Production Management ◽  
Image Data ◽  
Control Mode ◽  
Enterprise Information ◽  
Blast Furnace Ironmaking ◽  
Use Of The Internet

Pellet is widely used in blast furnace ironmaking. Pellet quality affects the effect of ironmaking, the existing control system of grating-rotary kiln mainly adopts manual control mode, and the quality of pellet production largely depends on the experience, fatigue, and sense of responsibility of the site operators. The use of the Internet of things (IoT) technology in the integration and improvement of enterprise information level, to achieve fine, intelligent production management, at the same time, is conducive to promoting steel enterprises to reduce costs and increase efficiency, energy conservation and emission reduction, transformation and upgrading, and taking a new road to industrialization. According to the working principle and technological characteristics of the grate-rotary kiln at all stages, this paper designs the management system of firing pellets based on convolutional neural network (CNN) and IoT technology, so as to realize automatic recognition of image data obtained by the perceptual layer and make an intelligent analysis of it. The system can classify the working conditions of the current equipment, so as to judge whether the production process parameters of the grate-rotary kiln are up to the standard, thus achieving the goal of controlling the quality of the finished pellet.

scholarly journals Methods for analyzing and assessing product quality

2021 ◽  
pp. 21-24
Author(s):  
Serhii TKACHENKO ◽  
Olena POTYSHNIAK ◽  
Yevheniia POLIAKOVA
Keyword(s):  
Quality Management ◽  
Production Process ◽  
Influencing Factors ◽  
Management System ◽  
Production Management ◽  
Complex Analysis ◽  
Quality Management System ◽  
Theory And Practice ◽  
Industrial Enterprise

Every modern production is faced with the problem of improving the quality of finished products. The relevance of this issue follows from the decisions of the government, the subsequent instructions of the president. The task of improving the quality of goods and products was named among the leading ones aimed at increasing the level of management, accelerating scientific and technological progress, more complete use of production potential, all material, labour and financial resources. The theory and practice of the modern production management system are designed to ensure the search for the most perfect elements of the method of complex analysis and assessment and quality management of finished products manufactured in order to increase the economic efficiency of modern production, to better meet the material and spiritual needs of the Ukrainian people. An attempt is made in the work to improve the system for measuring, analyzing and managing the quality of finished products in order to find ways to improve the quality of finished products, reduce labour costs for controlling the quality of finished products. Improving the quality of finished products is considered as a cumulative element of the method of interrelated influencing factors determining the intensification of the production process. Particular attention in the work is paid to the issues of establishing the relationship between the qualitative properties of the product and the influencing factors that form it, as well as an attempt to identify the influence of the quality of the finished product on the economic performance of the industrial enterprise. Such a task is realized by economic and mathematical modelling of the phenomenon under study using statistical information data on the functioning of the production process in past periods. The specific application of some of the described elements of the method has found its embodiment in the development of models and algorithms for solving individual problems of the quality management system in a functionally developed quality management subsystem of a ship machine-building industrial enterprise and etc.

An Intelligent-Internet of Things (IoT) Outbound Logistics Knowledge Management System for Handling Temperature Sensitive Products

2018 ◽  
Vol 9 (1) ◽  
pp. 23-40 ◽  
Author(s):  
Joseph S.M. Yuen ◽  
K.L. Choy ◽  
H.Y. Lam ◽  
Y.P. Tsang
Keyword(s):  
Knowledge Management ◽  
Internet Of Things ◽  
Customer Satisfaction ◽  
Management System ◽  
Knowledge Management System ◽  
Case Based Reasoning ◽  
High Quality ◽  
Logistics Strategy ◽  
Environmentally Sensitive

A comprehensive outbound logistics strategy of environmentally-sensitive products is essential to facilitate effective resource allocation, reliable quality control, and a high customer satisfaction in a supply chain. In this article, an intelligent knowledge management system, namely the Internet-of-Things (IoT) Outbound Logistics Knowledge Management System (IOLMS) is designed to monitor environmentally-sensitive products, and to predict the quality of goods. The system integrates IoT sensors, case-based reasoning (CBR) and fuzzy logic for real-time environmental and product monitoring, outbound logistics strategy formulation and quality change prediction, respectively. By studying the relationship between environmental factors and the quality of goods, different adjustments or strategies of outbound logistics can be developed in order to maintain high quality of goods. Through a pilot study in a high-quality headset manufacturing company, the results show that the IOLMS helps to increase operation efficiency, reduce the planning time, and enhance customer satisfaction.

A Blood Bank Management System-Based Internet of Things and Machine Learning Technologies

2020 ◽  
pp. 184-222
Author(s):  
Ahmed Mousa ◽  
Ahmed El-Sayed ◽  
Ali Khalifa ◽  
Marwa El-Nashar ◽  
Yousra Mancy Mancy ◽  
...  
Keyword(s):  
Machine Learning ◽  
Internet Of Things ◽  
Undergraduate Students ◽  
Management System ◽  
Main Idea ◽  
Learning Technologies ◽  
Bank Management ◽  
Academic Researchers ◽  
Blood Banks

Nearly all of the Egyptian hospitals are currently suffering from shortage in rare blood types (e.g., -AB, -B, +AB), which are needed to perform vital surgeries. This leads them (hospitals or doctors) to ask patients' relatives to donate the amount of the required blood. The alternative is that they are forced to pay for the blood if the required type and amount is already available in these hospitals or the blood banks. The main idea of this work is solving problems related to the blood banks from collecting blood from donators to distributing blood bags for interested hospitals. This system is developed in order to enhance the management, performance, and the quality of services for the management of blood banks, which will be positively reflected on many patients in hospitals. This chapter targets undergraduate students, academic researchers, development engineers, and course designers and instructors.

scholarly journals Smart cities in collaboration with the internet of things

2020 ◽  
Vol 14 (2) ◽  
pp. 185-195
Author(s):  
Ricardo Alirio González Bustamante ◽  
Roberto Ferro Escobar ◽  
Harold Vacca González
Keyword(s):  
Internet Of Things ◽  
Daily Life ◽  
Smart Cities ◽  
Personal Life ◽  
The Internet ◽  
Advantages And Disadvantages ◽  
The World ◽  
Use Of The Internet ◽  
The Internet Of Things

The use of the Internet has Reached a point in the world in Which it has Become essential in everyday life, the need to Have information at hand in the shortest possible time has generated a technological revolution That incurs the constant connection to this tool, from our Personal life to the same objects That we use in daily life, creating a need to check what surrounds us to Improve our quality of life, reason for the birth of the Internet of Things (IoT, for acronym in English), as well as the convergence of our environment through the creation with Technology of smart cities (Smart City in English). In view of the above, this article addresses concepts about the future of smart cities in collaboration with the Internet of things, the advantages and Disadvantages of these, their comparison, reception, adaptability.

Design of Intelligent Agricultural Management System Based on Internet of Things Technology

2014 ◽  
Vol 1008-1009 ◽  
pp. 1479-1483 ◽  
Author(s):  
Shan Gao ◽  
De Hui Fan ◽  
Kai Jiang
Keyword(s):  
Internet Of Things ◽  
Routing Protocol ◽  
Management System ◽  
Agricultural Management ◽  
Real Time Processing ◽  
Management Ability ◽  
Environment Parameters ◽  
Internet Of Things Technology ◽  
Control Management

In this paper, the authors introduce a design of intelligent agricultural management system. The system adopted the advanced Internet of things technology and geographic information system. It can make the farmland relevant data from the sensor system in real-time processing, and realized centralizing control management. Also, this paper proposes an agricultural management system routing protocol to improve the efficiency of sensor network management ability. According to the actual test, the system can dynamically adjust related environment parameters to the best of crop growth situation, and greatly improves the quality of the crops’ growth.

scholarly journals Research on Intelligent Power Automation Technology Based on Edge Computing of Power Internet of Things

2020 ◽  
Vol 204 ◽  
pp. 02006
Author(s):  
Su Zhiyong ◽  
Lai Weiping ◽  
Zhang Yanghua ◽  
Huang Yanshan
Keyword(s):  
Internet Of Things ◽  
Management System ◽  
Production Management ◽  
Rapid Development ◽  
Edge Computing ◽  
Equipment Management ◽  
Power Equipment ◽  
Functional Requirements ◽  
Rfid Technology ◽  
Automation Technology

With the rapid development of modern economy and the rapid promotion of science and technology, electricity is the realistic need for further transformation of various industries in contemporary society. Because the traditional power management mode is relatively backward and the automation level of different industries is uneven, these will limit the development of intelligent power automation. Therefore, based on the edge computing of power Internet of Things, this paper studies intelligent power automation technology, which is of great value for realizing power automation and improving the management level of power equipment. In this paper, aiming at the research of intelligent power automation technology, based on the edge computing of power Internet of Things, the Internet of Things system based on RFID technology is studied. This system constructs the basic architecture of Internet of Things for smart power applications. The architecture is composed of sensing layer, network layer and application layer, which is used to realize information collection, identification and transmission, and its application in the production management of power Internet of Things. This paper analyzes the functional requirements, factors to be considered, main features and main functions of power equipment management system, gives the design ideas of power equipment management system, and designs an intelligent power equipment system based on edge computing of power Internet of Things. The research results show that RFID technology based on edge computing of power Internet of Things is feasible to realize intelligent power automation, can solve some problems in current power technology, and is of great significance to realize intelligent power automation.

scholarly journals An Internet of Things Model for Improving Process Management on University Campus

2020 ◽  
Vol 12 (10) ◽  
pp. 162
Author(s):  
William Villegas-Ch ◽  
Xavier Palacios-Pacheco ◽  
Milton Román-Cañizares
Keyword(s):  
Internet Of Things ◽  
Process Management ◽  
Smart Cities ◽  
The Internet ◽  
University Campus ◽  
Administrative Management ◽  
Use Of The Internet ◽  
The University ◽  
The Internet Of Things

Currently, there are several emerging technologies that seek to improve quality of life. To achieve this, it is important to establish the various technologies’ fields of action and to determine which technology meets the conditions established by the environment in which it is designed to operate in order to satisfy the needs of society. One type of environment is the university campus. This particular environment is conducive to the development and testing of technological innovations that might later be replicated in larger environments such as smart cities. The technology that has experienced the greatest development and introduction of applications is the Internet of Things. The wide variety of available devices and the wide reach of the Internet have become ideal parameters for the application of the Internet of Things in areas that previously required the work of people. The Internet of Things is seen as an assistant to, or a substitute for, processes that are generally routine and which require the effort of one or more people. This work focuses specifically on processes to improve administrative management in a university through the use of the Internet of Things.

Mine Production 3D Remote Virtual Management System Based on Internet of Things

2013 ◽  
Vol 756-759 ◽  
pp. 2107-2110 ◽  
Author(s):  
Shu Ai Du ◽  
Jian Wei An ◽  
Liang Jie Wang ◽  
Xian Wei Zhou
Keyword(s):  
Internet Of Things ◽  
Production Scheduling ◽  
Management System ◽  
Production Management ◽  
Mineral Resources ◽  
Virtual Technology ◽  
Management Personnel ◽  
Mine Production ◽  
Production Management System ◽  
Virtual Management

This article introduces a mine production management system based on the Internet of Things and Virtual Technology. The system is digitization and automation which has following functions, mineral resources and reserves dynamic management, personnel positioning management, escape routes design, mining production plan and optimize the management and production scheduling management.

scholarly journals Power Quality Submetering using Iot

2020 ◽  
Vol 9 (7) ◽  
pp. 717-720
Keyword(s):  
Internet Of Things ◽  
Power Quality ◽  
Integrated Circuit ◽  
Management System ◽  
Electric Energy ◽  
Quality Analysis ◽  
Iot Platform ◽  
Building Management ◽  
Building Management System

Electric energy is an important need now a day. Everyone utilize the energy to an extent in such a way that the usage of various kind of equipments under the Building Management System increases, it is crucial and important to ensure the perfect operation of the equipments. Uninterrupted power supply is very important for every house, and also maintaining the quality of power given to the system and reliability of supply are essential. Also monitoring the operation of equipment can play a major role. Submetering, is a concept of calculating the power consumed by individual ones or the entire system in any building management system. An Internet of Things (IoT) platform, which allows a kind of environment for the accessing the information in a building management system. Also it would be useful for ensuring safe operations. This submetering work deals with an IoT platform for monitoring the quality of power at the input of the system, provides the early detection of faults and analysis which is used to control the system. Moreover, the measured power quality problems can be processed in the IoT system by which the analysis will be done with the comparison of standard values of the system. The Power quality submetering is built around by arduino with internet of things platform, which provides an energy submetering Integrated Circuit (IC). The data obtained from the submeter by internet of things is wirelessly transferred to the user and also measured for power quality analysis, load and energy management.

scholarly journals BINTERNET: Smart Waste Management System

2021 ◽  
Vol 9 (11) ◽  
pp. 703-707
Author(s):  
Aayush Doshi
Keyword(s):  
Quality Of Life ◽  
Internet Of Things ◽  
Waste Management ◽  
Management System ◽  
Collection Management ◽  
The Internet ◽  
Temporal Context ◽  
Waste Collection ◽  
Traditional System

Abstract: To make the cities greener, safer, and more efficient, Internet of Things (IoT) can play an important role. Improvement in safety and quality of life can be achieved by connecting devices, vehicles and infrastructure all around in a city. We present a waste collection management solution based on providing intelligence to waste bins, using an IOT prototype with sensors. It can read, collect, and transmit huge volume of data over the Internet. Such data, when put into a spatial-temporal context and processed by intelligent and optimized algorithms, can be used to dynamically manage waste collection mechanism. Simulations for several cases are carried out to investigate the benefits of such system over a traditional system

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