Acoustic emission detection and defect identification method for micro-leakage in natural gas pipeline valves by Lizhen ZHANG, Wen'ao WANG

“…The two-dimensional and three-dimensional feature factor matrices were further analyzed using K-means and K-medoids clustering methods. Results For the identification of micro-leakage defects of natural gas valves under low pressure conditions (0.2 MPa), the clustering effect of 3D PCA reached 97.8%, surpassing that of 2D PCA. …”
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Transmission line fault identification method based on weighted federated learning and multimodal residual network by Jian Wang, Fengkai Lin, Dongliang Nan, Qi Zhao, Han Xue, Jinxin Ouyang

“…Therefore, this paper proposed a transmission line fault identification method based on weighted federated learning and multi-modal residual network. …”
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A State Space Method for Modal Identification of Mechanical Systems from Time Domain Responses by Xiaobo Liu

“…A new state space method is presented for modal identification of a mechanical system from its time domain impulse or initial condition responses. …”
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Deep Learning Methods for Automatic Identification of Male and Female Chickens in a Cage-Free Flock by Bidur Paneru, Ramesh Bahadur Bist, Xiao Yang, Anjan Dhungana, Samin Dahal, Lilong Chai

“…Six roosters were mixed with 200 Lohmann LSL Lite hens during the pre-peak phase in a CF research facility and were marked with different identifications. Deep learning methods, such as You Only Look Once (YOLO) models, were innovated and trained (based on a comb size of up to 2500 images) for the identification of male and female chickens based on comb size and body features. …”
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Solar Irradiance Ramp Classification Using the IBEDI (Irradiance-Based Extreme Day Identification) Method by Llinet Benavides Cesar, Oscar Perpiñán-Lamigueiro

“…We have proposed a methodology including adaptation and extension of a wind ramp classification to solar ramp classification titled the Irradiance-Based Extreme Day Identification method. Our proposal includes an agglomerative algorithm to find new ramp class boundaries. …”
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A Fish Target Identification and Counting Method Based on DIDSON Sonar and YOLOv5 Model by Wei Shen, Mengqi Liu, Quanshui Lu, Zhaowei Yin, Jin Zhang

“…In order to more accurately and quickly identify and count underwater fish targets, and to address the issues of excessive reliance on manual processes and low processing efficiency in the identification and counting of fish targets using sonar data, a method based on DIDSON and YOLOv5 for fish target identification and counting is proposed. …”
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The Particle Filter and Extended Kalman Filter methods for the structural system identification considering various uncertainties by M. Ebrahimi, R. Karami Mohammadi, F. Sharafi

“…Structural system identification using recursive methods has been a research direction of increasing interest in recent decades. …”
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Coal structure identification method based on three-terminal tuple chart in complex structure area by Jianghai ZOU, Gang XIANG, Yinlan FU, Yongyu YANG, Hengyi ZHAO, Jian ZHENG

“…To address the difficulty in identifying coal body structures in conventional drainage and production wells, based on the logging response characteristics of different coal body structures, this study proposes a quantitative identification method of coal body structure based on three-terminal tuple chart and establishes a three-terminal tuple identification chart for the coal body structure in the study area. …”
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SOA Services Identification and Design Methods From Business Models: A Systematic Literature Review by Redouane Blal, Abderrahmane Leshob, Hafedh Mili, Imen Benzarti, Pierre Hadaya, Raqeebir Rab

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Multi-attribute bottleneck identification method for hybrid flow shops in panel furniture intelligent manufacturing by Xinyi Yue, Xianqing Xiong, Mei Zhang, Xiutong Xu

Subjects: “…Multi-attribute bottleneck identification method…”
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Identification of Women’s Knowledge and Practices about Cervical Cancer Risk Factors and Early Diagnosis Methods by Dilek Karaoğlan Gülevi, Belkıs Karataş Aktan

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A Self-Supervised Specific Emitter Identification Method Based on Contrastive Asymmetric Masked Learning by Dong Wang, Yonghui Huang, Tianshu Cui, Yan Zhu

“…Experiments conducted on real-world ADS-B and Wi-Fi datasets demonstrate that the proposed method effectively learns generalized RFF features, and the results show superior performance compared with other SEI methods.…”
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Identification of virulence-related amino acid mutations of avian encephalomyelitis virus associated with vaccination methods by Zheng Xu, Pengcheng Fan, Chengcheng Zhang, Mengjiao Guo, Zongyi Bo, Zongyi Bo, Yantao Wu, Yantao Wu, Xiaorong Zhang

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A Bayesian FMEA-Based Method for Critical Fault Identification in Stacker-Automated Stereoscopic Warehouses by Xinyue Ma, Mengyao Gu

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A Quick Identification Method of AC andDC Power Supply Systems for Electric Locomotive by ZOU Donghai, GAN Weiwei, GUO Wei, LIN Zhenjun, HUANG Hao, ZHOU Yang, CHEN Ke

“…At present, the common power supply system identification methods mainly include manual identification and network voltage detection device identification. …”
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USE OF SEQUENCING METHODS FOR SPECIES IDENTIFICATION EXEMPLIFIED BY PHYLOGENETIC RELATIONSHIPS WITHIN GENUS HEDYSARUM L. by D. R. Imachueva, F. K. Serebryanaya, E. M. Machs, V. V. Kotseruba

“…At the moment, a relevant objective in pharmacognosy, is the use of all kinds of the DNA analysis methods for identifying plant materials, detecting counterfeits, genetically modified crops and products.The aim of the research is to study the possibility of using molecular genetic research methods in the analysis of the genus Hedysarum L., for the identification of medicinal plant materials. …”
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Identification of relevant analytical methods for adeno-associated virus stability assessment during formulation development by Carina Rodenstein, Eva Schmid, Natalia Markova, Andreas Seidl

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A New Physical Parameter Identification Method for Two-Axis On-Road Vehicles: Simulation and Experiment by Minyi Zheng, Peng Peng, Bangji Zhang, Nong Zhang, Lifu Wang, Yuanchang Chen

“…A new physical parameter identification method for two-axis on-road vehicle is presented. …”
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A Fault Identification Method of Mechanical Element Action Unit Based on CWT-2DCNN by Hongyu Ge, Yujiao Guo, Tianyu Luo, Manzhi Yang, Chuanwei Zhang

“…Aiming at the problems of low recognition rate and human intervention in the traditional fault diagnosis of mechanical equipment, a fault identification method based on continuous wavelet transform (CWT) and two-dimensional convolutional neural network (2DCNN) is proposed. …”
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A Method of Modal Parameter Identification for Wind Turbine Blade Based on Binocular Dynamic Photogrammetry by Wenyun Wang, Xuejun Li, Anhua Chen

“…The data-driven stochastic subspace identification (SSI-Data) method based on the Kalman filter prediction sequence is explored to extract modal parameters from vibration response under unknown excitation. …”
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