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An Analytics Environment Architecture for Industrial Cyber-Physical Systems Big Data Solutions

Eduardo A. Hinojosa-Palafox, Oscar M. Rodríguez-Elías, José A. Hoyo-Montaño, Jesús H. Pacheco-Ramírez, José M. Nieto-Jalil
2021 Sensors  
The architecture design of industrial data analytics system addresses industrial process challenges and the design phase of the industrial Big Data management drivers that consider the novel paradigm in  ...  An attribute driven design (ADD) approach has been adopted for architectural design gathering requirements from smart production planning, manufacturing process monitoring, and active preventive maintenance  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s21134282 pmid:34201541 fatcat:vmoo3gfvd5ay5mlysrz6kdfwwa

A Framework of Energy Consumption Modelling for Additive Manufacturing Using Internet of Things

Jian Qin, Ying Liu, Roger Grosvenor
2017 Procedia CIRP  
Although AM systems tend to become increasingly automated, the issue of energy consumption still attracts attention, even in the Industry 4.0 era, and is related to many processing factors depending on  ...  Although AM systems tend to become increasingly automated, the issue of energy consumption still attracts attention, even in the Industry 4.0 era, and is related to many processing factors depending on  ...  Finally, the defined energy reduction control signals are set as the input to processing control system.  ... 
doi:10.1016/j.procir.2017.02.036 fatcat:ewbxzcnam5garg3ytpyihhkdau

Flexible Manufacturing System and its feasibility in context of Manufacturing Industries

A K Madan, Department of Mechanical Engineering, Delhi Technological University, Delhi, India
Operational issues related to FMS faced by industries are machine loading, scheduling and dispatching, part routing, tool management, and part grouping so there is much scope of future development of FMS  ...  Highly automated machine cell which is based on the principle of Group technology, comprising a group of processing work station for the production is referred to as Flexible Manufacturing System (FMS)  ...  In this system we use Automatic Material Handling system, Computer Numeric Control machine tools, Automated Storage, and Retrieval System (AS/RS) to perform the different types of operation.  ... 
doi:10.35121/ijapie202004249 fatcat:6cbddxrmwzeapdijwsn2ptilj4

Platform for Intelligent Manufacturing Systems with Elements of Knowledge Discovery [chapter]

Tomasz Mczka, Tomasz abiski
2012 Manufacturing System  
machines' control systems.  ...  The first section includes machines without PLC controllers but the second one consists of 12 modern machines equipped with PLCs and advanced cold forge process monitoring devices.  ...  Manufacturing system comprise of equipment, products, people, information, control and support functions for the competitive development to satisfy market needs.  ... 
doi:10.5772/35095 fatcat:piij7zokhvbe5axgoq7bjg6psu

Determination of Changes in Process Management within Industry 4.0

Andrea Benešová, Martin Hirman, František Steiner, Jiří Tupa
2019 Procedia Manufacturing  
The basic of flexibility is quick respond to customer requirements and well-set and controlled production processes.  ...  The basic of flexibility is quick respond to customer requirements and well-set and controlled production processes.  ...  Another change is in attribute of customer, customer can be person but also machine or manage cyber-physical system (CPS).  ... 
doi:10.1016/j.promfg.2020.01.112 fatcat:uhzalstwdjc4bogujj5fj5scgu

Social Production System: A Three-layer Smart Framework for Implementing Autonomous Human-machine Collaborations in A Shop Floor

Haoliang Shi, Maolin Yang, Pingyu Jiang
2021 IEEE Access  
Furthermore, to validate the proposed Social-PS framework, a software and hardware integrated prototype system is implemented to demonstrate the knowledgedriven human-machine collaboration of the production  ...  process, which provides a basis for realizing smart and autonomous production collaboration.  ...  summarized the application of CPS in the manufacturing industry and proposed the concept of cyber-physical production systems (CPPS) [13] .  ... 
doi:10.1109/access.2021.3050236 fatcat:aowgttz22vakbgmiud6pkwbzwq

Enhancing a Virtual SCADA Laboratory Using Simulink [chapter]

Zach Thornton, Thomas Morris
2015 IFIP Advances in Information and Communication Technology  
The laboratory was initially constructed using virtual devices written in Python that simulate industrial processes, emulate control system ladder logic functionality and utilize control system communications  ...  However, given the limitations of Python programs with regard to modeling industrial processes, an improved model was constructed using the Simulink modeling environment.  ...  A human-machine interface is needed by a human operator of an industrial control system to visualize the changing process and interface with the control system.  ... 
doi:10.1007/978-3-319-26567-4_8 fatcat:kqm5bioukbbrfdqucmdqjwjsgy

An Information Model for Process Control on Machine Tools [chapter]

Sanjeev Kumar, Stephen T. Newman, Aydin Nassehi, Parag Vichare, Manoj K. Tiwari
2010 Advances in Intelligent and Soft Computing  
The solution to this problem is the development of a machine tool process control system which would be able to provide the corrective measures in-process.  ...  A computational platform for developing a machine tool process control system has then been discussed.  ...  Acknowledgements The work reported in this paper has been supported by a number of grants for Engineering and Physical Sciences Research Council (EPSRC), involving a large number of industrial collaborators  ... 
doi:10.1007/978-3-642-10430-5_118 dblp:conf/det/KumarNNVT09 fatcat:2m4s5ele4rglxbzvule6izws2q

Toward virtual biopsy through an all fiber optic ultrasonic miniaturized transducer: a proposal

A. Acquafresca, E. Biagi, L. Masotti, D. Menichelli
2003 IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control  
sizing ............Optimized production technology ............Scheduling ....Integrated manufacturing systems ....Machine control ........Machine vector control ....Manufacturing automation ........Computer  ...  Aerospace and electronic systems ....Aerospace control ........Air traffic control ........Attitude control ........Ground support ....Aerospace engineering ........Aerospace biophysics ........Aerospace  ... 
doi:10.1109/tuffc.2003.1244749 fatcat:l3jre4etsvcqzfyz2jqggji3gy

Industry 4.0: Technology Mapping and the importance of Cognitive Ergonomics

Mateus Faraj Marques Rocha, Karina Fernandes de Oliveira, Igor Polezi Munhoz, Alessandra Cristina Santos Akkari
2019 International Journal of Advanced engineering Management and Science  
Industry 4.0 attributes pointed to an increasing industry complexity during a technological virtualization process, requiring faster and assertive decisions in the face of a wide range of information.  ...  The fourth industrial revolution brings a new paradigm, based on advanced manufacturing and industrial internet. So much has been debated about the knowledge and skills of Operator 4.0.  ...  machines, industry facilities, and storage systems that to be able to exchange information and make decisions independently from controllers [2] .  ... 
doi:10.22161/ijaems.5.5.1 fatcat:bvskowyoxvgc3aq76h7i2ajm24

A Manufacturing Planning and Execution Software Integration Architecture [chapter]

S. C. Feng, Y. Zhang
1998 Globalization of Manufacturing in the Digital Communications Era of the 21st Century  
Industries require these functions to be able to plug and play with other related manufacturing applications, such as design, resource planning, production scheduling, and equipment control.  ...  Based on the activity models for process planning and manufacturing execution, a set of foundation interfaces has been developed to cope with the problem.  ...  A6 -Control Equipment and Process Using pre-programmed instructions, control and monitor equipment motions and processes in real time.  ... 
doi:10.1007/978-0-387-35351-7_29 fatcat:bw3pwjwc4vgnxhzaso73atcbqy

An Expert System for Plasma Cutting Process Quality Prediction and Optimal Parameter Suggestion [chapter]

Sam Y. S. Yang
2001 Global Engineering, Manufacturing and Enterprise Networks  
An hybrid expert system, which uses both rule-based reasoning and statistical modelling, is developed for prediction of cut quality and suggestion of optimal process parameter settings for CNC controlled  ...  A scheme for cutting quality definition and practical method of assessment have been developed which incorporate both the quantitative requirements for each quality attribute and their respective relative  ...  Difficulty in quality control is one of the factors which affect the wide spread use of the plasma cutting process in industry.  ... 
doi:10.1007/978-0-387-35412-5_51 fatcat:dmnstywaujacdmslvonl7gxndq

Data analytics for energy consumption of digital manufacturing systems using Internet of Things method

Jian Qin, Ying Liu, Roger Grosvenor
2017 2017 13th IEEE Conference on Automation Science and Engineering (CASE)  
The topic of 'Industry 4.0' has become increasingly popular in manufacturing and academia since it was first published.  ...  Although modern digital manufacturing systems are becoming increasingly automated, the issue of sustainability still attracts attention, and is related to many processing factors that are present in a  ...  In the cloud, data set from different machines, systems, and production processes are integrated.  ... 
doi:10.1109/coase.2017.8256150 dblp:conf/case/QinLG17 fatcat:efhelk5zqfdn5j2tey4s4l44xq

Anomaly Detection in ICS Datasets with Machine Learning Algorithms

Sinil Mubarak, Mohamed Hadi Habaebi, Md Rafiqul Islam, Farah Diyana Abdul Rahman, Mohammad Tahir
2021 Computer systems science and engineering  
An Intrusion Detection System (IDS) provides a front-line defense mechanism for the Industrial Control System (ICS) dedicated to keeping the process operations running continuously for 24 hours in a day  ...  A well-known ICS is the Supervisory Control and Data Acquisition (SCADA) system.  ...  Introduction Control system is defined as the hardware and software component of an Industrial Automation and Control System (IACS).  ... 
doi:10.32604/csse.2021.014384 fatcat:3o5l4rgvdngmpmonxmbb4d7foq

Industry 4.0 and Object-Oriented Development: Incremental and Architectural Change

Martin Prause, Juergen Weigand
2016 Journal of Technology Management & Innovation  
This integration of systems so different in nature aims to create context-aware factories in which people and machines are in real-time alignment.  ...  Industry 4.0 in manufacturing is about combining cyber-physical systems with industrial automation systems.  ...  The communication among Industry 4.0 components, machines and humans, relies on context-aware systems rather than on centralized control of production.  ... 
doi:10.4067/s0718-27242016000200010 fatcat:m7llz7jt6fbvzhlwfjvrk2jp3i
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