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Powder spreading process monitoring of selective laser melting manufacturing by using a convolutional Takagi–Sugeno–Kang fuzzy neural network
Process monitoring plays a pivotal role in elucidating the intricate interplay among process, structure, and property in additive manufacturing production. The control of powder spreading affects not only part...
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Defect classification of glass substrate using deep neuro-fuzzy network with optimal parameter combination
Currently, numerous smart products are based on glass substrates. However, defects that occur during the production of glass substrates affect the quality and safety of the final products. Accordingly, we deve...
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A Fusion-Based Convolutional Fuzzy Neural Network for Lung Cancer Classification
Among cancer types, lung cancer has one of the highest mortality rates worldwide. Clinicians currently use magnetic resonance imaging or computed tomography (CT) to diagnose lung cancer in patients. For lung c...
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Tool wear prediction using a hybrid of tool chip image and evolutionary fuzzy neural network
This paper proposes an evolutionary fuzzy neural network (EFNN) for tool wear prediction. Material chips are affected by the cutting conditions during the cutting process. Different tool wear statuses cause ma...
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Structures of the excited states in \(^{9}\) Be studied by scattering of 23 MeV deuterons
An experiment on the scattering of 23 MeV deuterons by \(^{9}\) 9
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First proof-of-principle experiment with the post-accelerated isotope separator on-line beam at BRIF: measurement of the angular distribution of \(^{23}\) Na + \(^{40}\) Ca elastic scattering
The reaction dynamics of exotic nuclei near the drip line is one of the main research topics of current interest. Elastic scattering is a useful probe for investigating the size and surface diffuseness of exot...
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Image contrast expand enhancement system based on fuzzy theory
In the current age of information explosion, the extraction of relevant data from a large information pool, which includes images, has become crucial. Because of the easy availability of imaging devices, milli...
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The effects of beam drifts on elastic scattering measured by the large solid-angle covered detector array
A new detector array characterized by compact structure and large solid-angle coverage was designed for radioactive ion beam (RIB) experiments and measuring multi-particle correlations. A Monte Carlo simulatio...
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Forecasting of e-commerce transaction volume using a hybrid of extreme learning machine and improved moth-flame optimization algorithm
The rapid development of e-commerce has resulted in optimization of the industrial structure of Chinese enterprises and has improved the Chinese economy. E-commerce transaction volume is an evaluation index us...
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Compact 16-channel integrated charge-sensitive preamplifier module for silicon strip detectors
In this study, a compact 16-channel integrated charge-sensitive preamplifier named the smart preamplifier (SPA) was developed to support the large-scale detector array used in modern nuclear physics experiment...
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An adaptive-group-based differential evolution algorithm for inspecting machined workpiece path planning
In the precision manufacturing process, accuracy and precision are crucial when designing a workpiece inspection system. An efficient system minimizes inefficiencies caused by workpieces failing to meet custom...
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Using convolutional neural networks for character verification on integrated circuit components of printed circuit boards
Manufacturers of printed circuit boards (PCBs) typically use automated optical inspection (AOI) machines to test their PCBs. However, AOI machines employ conventional image-processing methods. If the integrate...
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Article
Silicon detector array for radioactive beam experiments at HIRFL-RIBLL
A new and innovative detector system based on a silicon strip detector dedicated to the study of the reaction induced by lighter radioactive beams is described herein. The detector system consists of five sets...
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Wall-following and Navigation Control of Mobile Robot Using Reinforcement Learning Based on Dynamic Group Artificial Bee Colony
This study proposes an efficient wall-following and navigation control model that includes three control modes, namely w all-f ollowing (WF), t oward-g oal (TG), and b ehavior m anager (BM). To achieve an adaptiv...
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Navigation Control of Mobile Robots Using an Interval Type-2 Fuzzy Controller Based on Dynamic-group Particle Swarm Optimization
This paper presents an effective navigation control method for mobile robots in an unknown environment. The proposed behavior manager (BM) switches between two behavioral control patterns, wall-following behav...
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Article
\(\beta\) -delayed particle emission from 21Mg
The \(\beta\) β -d...
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Implantation-decay method to study the \(\beta \) -delayed charged particle decay
In this paper, the implantation-decay method is introduced to study the \(\beta \) ...
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Characterization of CIAE developed double-sided silicon strip detector for charged particles
A double-sided silicon strip detector (DSSD) with active area of \({48\, \hbox {mm}}\times {48\, \hbox {mm}}\) ...
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The application of an interactively recurrent self-evolving fuzzy CMAC classifier on face detection in color images
This study proposes an interactively recurrent self-evolving fuzzy cerebellar model articulation controller (IRSFCMAC) classifier to solve face detection problems. The learning methods of the proposed classifi...
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Laser test of the prototype of CEE time projection chamber
A prototype thick-GEM-based cooling storage ring external-target experiment (CEE) time projection chamber (TPC) is constructed and tested with the pulsed ultraviolet laser beams. The results indicate that the ...