专题：Advanced Statistical Process Monitoring

This cluster of papers focuses on the application of statistical process control (SPC) in research and healthcare improvement. It covers topics such as control charts, multivariate monitoring, quality assurance, linear profiles, change-point detection, process capability indices, risk-adjusted charts, and profile monitoring in the context of healthcare and public health surveillance.
最新文献
Partial Least Squares Scores

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Applications on TFN-valued shannon entropy and TGC-integrals

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Dynamic concept drift detection using an integrated machine learning model with error-based Page-Hinkley Test for enhanced predictive accuracy in adhesive manufacturing process

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A distribution-free monitoring technique for covariate-regulated processes

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Rayleigh Current Record Distributed Data: Estimation and Prediction with Application on Saudi Arabia Industrial Data

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Hybrid LSTM–DNN Architecture with Low-Discrepancy Hypercube Sampling for Adaptive Forecasting and Data Reliability Control in Metallurgical Information-Control Systems

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Sequential Outlier Detection in Nonstationary Time Series

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A general computational framework for precision quantification in heteroscedastic industrial data: theory, algorithms, and production control validation

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A general multivariate gamma process with moment matching estimation for degradation modeling

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Modeling and evaluating mixing streams for an innovative design of a stationary elements’ mixer

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近5年高被引文献
International Journal of Engineering and Technology

paratext Full Text OpenAlex 328 FWCI0

Machine learning and deep learning based predictive quality in manufacturing: a systematic review

review Full Text OpenAlex 294 FWCI35.8365

Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review

article Full Text OpenAlex 201 FWCI23.0476

Perspectives on nonstationary process monitoring in the era of industrial artificial intelligence

article Full Text OpenAlex 175 FWCI20.5246

K-Alpha Calculator–Krippendorff's Alpha Calculator: A user-friendly tool for computing Krippendorff's Alpha inter-rater reliability coefficient

article Full Text OpenAlex 173 FWCI82.0556

How generative AI models such as ChatGPT can be (mis)used in SPC practice, education, and research? An exploratory study

article Full Text OpenAlex 164 FWCI43.5113

Management of alarm systems for the process industries

standard Full Text OpenAlex 134 FWCI0

Automated machine learning: AI-driven decision making in business analytics

article Full Text OpenAlex 109 FWCI35.5336

A novel multivariate statistical process monitoring algorithm: Orthonormal subspace analysis

article Full Text OpenAlex 108 FWCI12.9948

A new key performance indicator model for demand forecasting in inventory management considering supply chain reliability and seasonality

article Full Text OpenAlex 108 FWCI27.5999