Communication Mechanisms for Cloud based Machine Controls

Schlechtendahl, Jan; Kretschmer, Felix; Lechler, Armin; Verl, Alexander

doi:10.1016/j.procir.2014.01.074

Cited by 29 publications

(9 citation statements)

References 8 publications

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“…Meanwhile, three articles studied network communication. First, in the data transfer mechanism, it has been shown that the general transmission control protocol (TCP)/user datagram protocol (UDP)/Websocket protocol is unsuitable, considering the average round trip time (RTT) is slower than the control cycle time, and additional mechanisms need to be considered [75]. Then, The identification of challenges related to a communication protocol, gateway and network address translation (NAT) setup, data forwarding rules, and network time delay in the initial phase of CCS implementation [32].…”

Section: Answering Rq2: States Of Current Researchmentioning

confidence: 99%

Cloud-based control systems: a systematic literature review

Wijaya¹,

Ramadhan

Andhika³

2023

IJRES

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Control systems and computer science are two distinct and important fields of engineering. The development of cloud computing in computer science has become an enabler for the widely used controller in control systems to migrate to the cloud and has created a new field of research in cloud-based control systems (CCS). The paper used the systematic literature review approach to obtain insight into current CCS research. The objectives include a review in areas such as the demographics, topics of the research, evaluation method, and application domain. To that end, systematic literature review (SLR) has been conducted. The study obtained 64 primary studies from 581 articles. The CCS has a distinct characteristic; despite the fact that the cloud and network dynamics system, when coupled with the controlled plant, is inherently nonlinear, research efforts have used linear models with optimal control to approach it successfully in a limited case of control objectives. Furthermore, cloud-centric and cloud-fog network architecture approaches are considered in the studies—whereas, the quantitative method mainly uses simulation and discussion. Finally, the SLR summarizes open challenges for CCS in the future.

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Section: Answering Rq2: States Of Current Researchmentioning

confidence: 99%

Cloud-based control systems: a systematic literature review

Wijaya¹,

Ramadhan

Andhika³

2023

IJRES

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“…Integration of the Lego production modules with a cloud server in order to be monitored and managed through this server (Schlechtendahl et al, 2014). In the project, data from the active sensors on the Lego production modules are transferred to the cloud server and then stored in suitable data structures for further analysis.…”

Section: Student Clubmentioning

confidence: 99%

Adapting Engineering Education to Industry 4.0 Vision

2019

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Industrie 4.0 is originally a future vision described in the high-tech strategy of the German government that is conceived upon the information and communication technologies like Cyber-Physical Systems, Internet of Things, Physical Internet and Internet of Services to achieve a high degree of flexibility in production, higher productivity rates through real-time monitoring and diagnosis, and a lower wastage rate of material in production. An important part of the tasks in the preparation for Industrie 4.0 is the adaption of the higher education to the requirements of this vision, in particular the engineering education. In this work, we introduce a road map consisting of three pillars describing the changes/enhancements to be conducted in the areas of curriculum development, lab concept, and student club activities. We also report our current application of this road map at the Turkish-German University, Istanbul.

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“…Nowadays, a considerable amount of research works have been conducted on cloud-based access to devices through different protocols [14], [15] and frameworks [16]. Many researchers are working on the migration of low-level control to the cloud [12], [13], [17]. Furthermore, research has been conducted on the migration of high-level control to the cloud, concretely ERP, or MES systems [18], [19], [20].…”

Section: Aiming To Evaluate the Efficiency Of Data Communication In Tmentioning

confidence: 99%

Cloud based cyber-physical systems: Network evaluation study

Kajáti

Papcun

Liu

et al. 2019

Advanced Engineering Informatics

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In recent years, the Industry 4.0 concept brings new demands and trends in different areas; one of them is distributing computational power to the cloud. This concept also introduced the Reference Architectural Model for Industry 4.0 (RAMI 4.0). The efficiency of data communications within the RAMI 4.0 model is a critical issue. Aiming to evaluate the efficiency of data communication in the Cloud Based Cyber-Physical Systems (CB-CPS), this study analyzes the periods and data amount required to communicate with individual hierarchy levels of the RAMI 4.0 model. The evaluation of the network properties of the communication protocols eligible for CB-CPS is presented. The network properties to different cloud providers and data centers' locations have been measured and interpreted. To test the findings, an architecture for cloud control of laboratory model was proposed. It was found that the time of the day; the day of the week; and data center utilization have a negligible impact on latency.

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Communication Mechanisms for Cloud based Machine Controls

Cited by 29 publications

References 8 publications

Cloud-based control systems: a systematic literature review

Cloud-based control systems: a systematic literature review

Adapting Engineering Education to Industry 4.0 Vision

Cloud based cyber-physical systems: Network evaluation study

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