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A Review on Statistical Process Control in Healthcare: Data-Driven Monitoring Schemes
In recent years, the adoption of statistical process monitoring (SPM) techniques in healthcare has been successful. For instance, biosurveillance and biosignal monitoring have demonstrated direct benefits.
Baruc E. Perez-Benitez +2 more
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Tensor-Based ECG Anomaly Detection toward Cardiac Monitoring in the Internet of Health Things
Advanced heart monitors, especially those enabled by the Internet of Health Things (IoHT), provide a great opportunity for continuous collection of the electrocardiogram (ECG), which contains rich information about underlying cardiac conditions ...
Houliang Zhou, Chen Kan
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Some Monitoring Procedures Related to Asymmetry Parameter of Azzalini’s Skew-Normal Model
In the real world, we often observe that the underlying distribution of some Gaussian processes tends to become skewed, when some undesirable assignable cause takes place in the process.
Chenglong Li +3 more
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In industrial production, the exponentially weighted moving average scheme is widely used to monitor shifts in product quality, especially small-to-moderate shifts.
Dan Yu +5 more
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A branch and bound method for isolation of faulty variables through missing variable analysis [PDF]
Fault detection and diagnosis is a critical approach to ensure safe and efficient operation of manufacturing and chemical processing plants. Although multivariate statistical process monitoring has received considerable attention, investigation into ...
Tao Chen +11 more
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Process monitoring and adaptive quality control for robotic gas metal arc welding [PDF]
The aim of this research was to develop an adaptive quality control strategy for robotic gas metal arc welding of thin steel sheets. Statistical methods were used to monitor and control the quality of welds produced.
Ogunbiyi, T. E. B.
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This article developed an improved statistical pattern analysis (SPA) monitoring strategy for fault detection of complex multivariate processes using empirical likelihood.
Xiaomin Shen +3 more
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Monitoring of Social Network and Change Detection by Applying Statistical Process: ERGM [PDF]
The statistical modeling of social network data needs much effort because of the complex dependence structure of the tie variables. In order to formulate such dependences, the statistical exponential families of distributions can provide a flexible ...
Farshid Rajabi +2 more
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Modern industrial units collect large amounts of process data based on which advanced process monitoring algorithms continuously assess the status of operations.
Rato, Tiago J. +7 more
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Statistical Process Control Using Control Charts with Variable Parameters
An extremely important issue in quality management is monitoring and diagnosing processes, and, subsequently, supervising them using so-called control charts. In typical production processes, charts with constant parameters are commonly used, such as x-R,
Tadeusz Sałaciński +2 more
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