scholarly journals Optimized intelligent data management framework for a cyber-physical system for computational applications

2021 ◽  
Author(s):  
Abdulmajeed Alsufyani ◽  
Youseef Alotaibi ◽  
Alaa Omran Almagrabi ◽  
Saleh Ahmed Alghamdi ◽  
Nawal Alsufyani
Keyword(s):  
Data Management ◽  
Physical System ◽  
Communication Strategy ◽  
Cyber Physical System ◽  
Production Sector ◽  
Management Framework ◽  
Operating Variables ◽  
Training Approach ◽  
Tracking Behavior ◽  
Required Quality

AbstractData management is one obstacle in the production sector to be reconfigured and adapted through optimum parameterization in industry cyber-physical systems. This paper presents an intelligent data management framework for a cyber-physical system (IDMF-CPS) with machine-learning methods. A training approach based on two enhanced training procedures, running concurrently to upgrade the processing and communication strategy and the predictive models, is contained in the suggested reasoning modules. The method described spreads computational and analytical engines in several levels and autonomous modules to enhance intelligence and autonomy for controlling and tracking behavior on the work floor. The appropriateness of the suggested solution is supported by rapid reaction time and a suitable establishment of optimal operating variables for the required quality during macro- and micro-operations.

scholarly journals A Neuroimaging Web Services Interface as a Cyber Physical System for Medical Imaging and Data Management in Brain Research: Design Study

2018 ◽  
Vol 6 (2) ◽  
pp. e26 ◽  
Author(s):  
Gabriel Lizarraga ◽  
Chunfei Li ◽  
Mercedes Cabrerizo ◽  
Warren Barker ◽  
David A Loewenstein ◽  
...  
Keyword(s):  
Medical Imaging ◽  
Web Services ◽  
Data Management ◽  
Research Design ◽  
Physical System ◽  
Brain Research ◽  
Cyber Physical System ◽  
Design Study

Implementation of a Cyber-Physical System Using Wireless Sensor Networks for Monitoring Patients

2015 ◽  
Vol 1 ◽  
pp. 26 ◽  
Author(s):  
Vo Que Son ◽  
Do Tan A
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Physical System ◽  
Patient Monitoring ◽  
High Reliability ◽  
Vital Signs ◽  
Wireless Sensor ◽  
Cyber Physical System ◽  
Self Administration ◽  
Hospital Units

Sensing, distributed computation and wireless communication are the essential building components of a Cyber-Physical System (CPS). Having many advantages such as mobility, low power, multi-hop routing, low latency, self-administration, utonomous data acquisition, and fault tolerance, Wireless Sensor Networks (WSNs) have gone beyond the scope of monitoring the environment and can be a way to support CPS. This paper presents the design, deployment, and empirical study of an eHealth system, which can remotely monitor vital signs from patients such as body temperature, blood pressure, SPO2, and heart rate. The primary contribution of this paper is the measurements of the proposed eHealth device that assesses the feasibility of WSNs for patient monitoring in hospitals in two aspects of communication and clinical sensing. Moreover, both simulation and experiment are used to investigate the performance of the design in many aspects such as networking reliability, sensing reliability, or end-to-end delay. The results show that the network achieved high reliability - nearly 97% while the sensing reliability of the vital signs can be obtained at approximately 98%. This indicates the feasibility and promise of using WSNs for continuous patient monitoring and clinical worsening detection in general hospital units.

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