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Deep Learning-Assisted Smart Process Planning, Robotic Wireless Sensor Networks, and Geospatial Big Data Management Algorithms in the Internet of Manufacturing Things

George Lazaroiu, Mihai Andronie, Mariana Iatagan, Marinela Geamanu, Roxana Stefanescu, Irina Dijmarescu
2022 ISPRS International Journal of Geo-Information  
Data Availability Statement: Not applicable. Conflicts of Interest: The authors declare no conflict of interest.  ...  production management, scheduling, and data in terms of process planning, sensor networks, and management algorithms.  ...  Smart manufacturing systems require coherent streams in enterprise information systems, business processes, and big data-driven decision-making accurately through robotic wireless sensor networks.  ... 
doi:10.3390/ijgi11050277 dblp:journals/ijgi/LazaroiuAIGSD22 fatcat:zkeolwry6rfstpuaqtzreadtdm

CPS based Data Collection System for Smart factory

2018 Asia-pacific Journal of Modeling and Simulation for Mechanical System Design and Analysis  
In order for the autonomic control system to monitor the whole manufacturing plant, data of sensors and machines inside the plant should be integrated.  ...  However, sensors and machines form different manufacturers use different data types, making integration management difficult.  ...  In order to realize the Smart factory, it is necessary to integrate and manage the data of the sensors and machines in the factory.  ... 
doi:10.21742/ajmsm.2017.2.1.08 fatcat:d2zjymqzb5ayxjdesx3k57ysky

Real-time Resource Positioning System based on Wireless Sensor Network in Manufacturing Workshop

Li Shaobo, Qu Jinglei, Zhang Chenglong
2017 International Journal of Online Engineering (iJOE)  
Aiming at the efficient collect and management of manufacturing resource information, improve the enterprise' intellectualization, a real-time resource positioning system based on wireless sensor network  ...  Aiming at the low positioning accuracy caused by electromagnetic interference and obstacle in manufacturing workshop environment, a multi-sensor positioning data fusion algorithm based on fuzzy evidence  ...  Furthermore, the software system can communicate with the enterprise resource management and manufacturing process control systems to transmit data through the data integration interface.  ... 
doi:10.3991/ijoe.v13i06.6933 fatcat:itgrsrmw45bbvdssbhelgowk5e

Application of Data Collected in IoT Environment [chapter]

Soemon Takakuwa, Kohtaroh Yoshida
2021 DAAAM International Scientific Book 2013  
Usually data collected via devices such as sensors or RFID are used for operations especially for material handling in manufacturing systems and constructing a cyber-physical system.  ...  In addition, real applied examples are introduced for transferring collected data via sensors to a personal computer.  ...  collecting data via sensors or RFID technologies, applications can be classified into three main kinds: operations put in a manufacturing system, the cyberphysical system, and operations management.  ... 
doi:10.2507/daaam.scibook.2021.03 fatcat:u3bfpn7h4vdjjcygj4le3xgaua

RADIO FREQUENCY IDENTIFICATION (RFID) BASED WIRELESS MANUFACTURING SYSTEMS, A REVIEW

Roza Dastres, Mohsen Soori, Mohammed Asmael
2021 figshare.com  
To increase efficiency of energy consumption in production processes, energy management systems can be developed by using the RFID-sensor networks.  ...  Radio frequency identification (RFID) is one of the most promising technological innovations in order to track and trace products as well as material flow in manufacturing systems.  ...  WIRELESS SENSOR NETWORKS IN MANUFACTURING SYSTEMS To detect and obtain data from the products as well as material flow in manufacturing systems, wireless sensor networks (WSNs) can be deployed.  ... 
doi:10.6084/m9.figshare.14184755.v2 fatcat:a2mdaxrpl5aklhtozwahutdwda

Smart Manufacturing Real-Time Analysis Based on Blockchain and Machine Learning Approaches

Zeinab Shahbazi, Yung-Cheol Byun
2021 Applied Sciences  
The growth of data production in the manufacturing industry causes the monitoring system to become an essential concept for decision-making and management.  ...  The hybrid prediction model used in this system uses the Random Forest classification technique to remove the sensor data outliers and donate fault detection through the manufacturing system.  ...  Big Data in Manufacturing The amount of generated data from manufacturing systems increases simultaneously based on the increasing data amount in IoT technology and sensors.  ... 
doi:10.3390/app11083535 fatcat:ogrvq5vfxze2fkcsjnu56ffdlq

Design of Hybrid NC Control System for Automatic Line

Feng Qian, Ge Xu, Li Zhang, Huimin Dong
2015 International Journal of Hybrid Information Technology  
In order to improve the practical value, we study and solve some technical problems, such as heterogeneous systems integration, data storage, and real-time simulation.  ...  Finally, the prototype system is developed, which has been applied in a large State-owned enterprise in Wuxi, China.  ...  Sensor Configuration Management Module: From the perspective of actual cost and integration, the system will prefer using CNC equipment built-in sensors.  ... 
doi:10.14257/ijhit.2015.8.4.21 fatcat:eonrvd6murc5tezv5rbq6rid3i

Design of Real Time Monitor System of Manufacture Process of Iron and Steel Industry Based on New Style Sensors

Kaibi Zhang
2012 Energy Procedia  
The real-time monitoring system based on new sensor of manufacturing process about iron and steel industry is proposed after some of the negative factors find in the production process and yard management  ...  The system helps to enhance the production process management and reduce environmental load, to enhance the energy significantly and emissions control efforts, to improve equipment utilization and manufacturing  ...  The power management subsystem in manufacturing process The energy management subsystem based on the Industrial sensors networking technology can achieve the real-time media monitoring, management and  ... 
doi:10.1016/j.egypro.2012.01.101 fatcat:72qo3uesqza6rnwrr2p472kcoe

MANUFACTURING PLANNING AND CONTROL SYSTEM USING TOMOGRAPHIC SENSORS

Jonrad Niderla, Tomasz Rymarczyk, Jan Sikora
2018 Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska  
The system uses wired and wireless communication, which gives possibility to acquisition data from existing in enterprise sensors and systems as well as acquisition data from new systems and sensors used  ...  All sensors return to the system continuous data about state of processes in some technologically closed objects like fermenters.  ...  Additionally, could be used sensors which are important from production management and business management point of view, but which were not prepared by devices' manufacturers.  ... 
doi:10.5604/01.3001.0012.5280 fatcat:cfyvfzm5tfepbnmpvpsggrrive

A Cyber-physical System Architecture in Shop Floor for Intelligent Manufacturing

Chao Liu, Pingyu Jiang
2016 Procedia CIRP  
A Cyber-physical System (CPS) architecture in shop floor is proposed for achieving the goals of intelligent manufacturing.  ...  Finally, a CPS added on a small-scale flexible automated production line in our Micro Manufacturing System Lab is taken as an example to verify the feasibility of proposed CPS architecture.  ...  However, many manufacturing systems are not ready to manage big data due to the lack of smart analytic tools [2] .  ... 
doi:10.1016/j.procir.2016.10.059 fatcat:7s25bcfkobdqhbnjoi6x5zt3ai

Large Data Management in IoT Application for Supply Chain Environment

Bhavana M., Parikshit N.
2018 International Journal of Computer Applications  
In numerous IoT applications, large number of sensors and data receivers sends information to server. The servers gather information that reaches huge amount in short time.  ...  This helps in any manufacturing company for decisions making, systematizing their products/services, managing inventories, Prices of the product and warehousing arrangement.  ...  The proposed system helps in take manufacturing decisions in SCM that helps in improving growth of manufacturing industries.  ... 
doi:10.5120/ijca2018917641 fatcat:5mnn527vj5f25lfybbaa62hnva

RADIO FREQUENCY IDENTIFICATION (RFID) BASED WIRELESS MANUFACTURING SYSTEMS, A REVIEW

Roza Dastres, Mohsen Soori, Mohammed Asmael
2022 Zenodo  
To increase efficiency of energy consumption in production processes, energy management systems can be developed by using the RFID-sensor networks.  ...  Radio frequency identification (RFID) is one of the most promising technological innovations in order to track and trace products as well as material flow in manufacturing systems.  ...  Wireless sensor networks in manufacturing systems To detect and obtain data from the products as well as material flow in manufacturing systems, wireless sensor networks (WSNs) can be deployed.  ... 
doi:10.5281/zenodo.6324780 fatcat:23zf7mzodna4pmtsnjufwk5tvm

An Auto-Configuration of 4M Group Management Using Wireless Sensor Networks

Suk-Keun Cha, Jeong-Hoon Lee, Han Gyu Kim, Joon Jae Yoo, Jung Hoon Kang, Dong Hoon Kim, Jun Yeob Song
2010 Wireless Sensor Network  
data management, Standard Application Program Interface (API) and application template management.  ...  To be application system to Reconfigurable Manufacturing System (RMS) for rapidly response from various orders and model from motor company that is beginning to establishing the mapping of manufacturing  ...  Introduction The increasing popularity and applicability of wireless sensor networks (WSNs) in large-scale applications such as environmental monitoring and real-time data integration for manufacturing  ... 
doi:10.4236/wsn.2010.24052 fatcat:pvtdh3xh6fggvacmx5z4uiuzjm

Elimination of Misconduct in Manual Counting Process as an Improvement of Inventory Accuracy in A Manufacturing Company

Iman Haddad Qaisara Dhia Mohd Mahzan, Khai Loon Lee
2021 International Journal of Industrial Management  
This paper proposes the deployment of Arduino sensor network system in automating the carton counting process.The findings for this study show that the automation system able to improve the inventory record  ...  accuracy in ABC manufacturing company.  ...  Inventory management is an essential component in supply chain management and plays a key role in a manufacturing company.  ... 
doi:10.15282/ijim.10.1.2021.6051 fatcat:qb5u56zzcbds5grgsaezpsxmfy

Developing a Framework for E-Manufacturing Based on Wireless Sensor Network

Xu Xi, Xiaoyao Xie, Hongfeng Xu
2013 Sensors & Transducers  
A wireless sensor network based data acquisition system gives enormous benefits such as ease and flexibility of deployment in addition to low maintenance and deployment costs.  ...  This paper reviews wireless sensor network and its application for e-manufacturing.  ...  data in shop floors and manufacturing centres, service monitoring e.g. structural health monitoring, integration with other hierarchical networked data such as management data from enterprises, global  ... 
doaj:03698f61d1c34200ab988ec7f9f4a2cd fatcat:tlg4lcutyfgsdppgl3yapz2nuu
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