Electronic Patent Technology Trend Survey Report on Process Control Applying Artificial Intelligence
You can view patent information categorized by the following technical classifications: - Prediction and estimation of process quantities of chemical substances - Diagnosis of manufacturing conditions - Acceleration of anomaly detection - Prediction of process variations - Optimization of processing processes - Estimation of component lifespan - Failure precursor determination - Simulation
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PDF version In the operation of chemical plants, it is necessary to accurately measure control factors known as process variables, such as temperature, pressure, and flow rate, in order to control the process. However, it is true that these process variables are difficult to quantitatively correlate with control targets, and the complexity and multitude of control factors often lead to a reliance on experience and past performance. On the other hand, advancements in artificial intelligence (AI) using machine learning functions such as neural networks and deep learning are remarkable, and applications are beginning to emerge across a wide range of fields, including learning and analysis of complex systems. This document conducts a patent survey on artificial intelligence (AI) applied to manufacturing processes centered on chemical operations and chemical processing, selecting technologies that seem important from the perspectives of measurement of process variables, fault diagnosis, anomaly detection, variability prediction, simulation, and more.
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Data Resources, Inc. since its establishment in 1995, has been working as an information sales agent, selling market research reports and annual subscription services, and also providing custom research and consulting services to Japanese and overseas customers. Data Resources offers such services to marketing and research personnel at telecommunication operators, IT services providers, semiconductor makers, automobile manufacturers, auto component manufacturers, electronics manufacturers, and materials manufacturers. Data Resources provides customers with the highest quality solutions available.
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