Search Results - "Dae-Seung Yoo"

Classification Framework of the Bearing Faults of an Induction Motor Using Wavelet Scattering Transform-Based Features by Toma, Rafia Nishat, Gao, Yangde, Piltan, Farzin, Im, Kichang, Shon, Dongkoo, Yoon, Tae Hyun, Yoo, Dae-Seung, Kim, Jong-Myon

“…In the machine learning and data science pipelines, feature extraction is considered the most crucial component according to researchers, where generating a…”
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An Intelligent Framework for Fault Diagnosis of Centrifugal Pump Leveraging Wavelet Coherence Analysis and Deep Learning by Ullah, Niamat, Ahmad, Zahoor, Siddique, Muhammad Farooq, Im, Kichang, Shon, Dong-Koo, Yoon, Tae-Hyun, Yoo, Dae-Seung, Kim, Jong-Myon

“…This paper proposes an intelligent framework for the fault diagnosis of centrifugal pumps (CPs) based on wavelet coherence analysis (WCA) and deep learning…”
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Strict-Feedback Backstepping Digital Twin and Machine Learning Solution in AE Signals for Bearing Crack Identification by Piltan, Farzin, Toma, Rafia Nishat, Shon, Dongkoo, Im, Kichang, Choi, Hyun-Kyun, Yoo, Dae-Seung, Kim, Jong-Myon

“…Bearings are nonlinear systems that can be used in several industrial applications. In this study, the combination of a strict-feedback backstepping digital…”
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An Energy-Efficient Slotted Sense Multiple Access Broadcast Protocol for Reliable Command Delivery in Dynamic Wireless Sensor Networks by Dae-Seung Yoo, Van Khoe Ta, Byung-Tae Jang, Oh, Hoon

“…In industrial monitoring and control applications, a server often has to send a command to a node or group of nodes in wireless sensor networks. Flooding…”
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Sleep State Classification Using Power Spectral Density and Residual Neural Network with Multichannel EEG Signals by Hasan, Md Junayed, Shon, Dongkoo, Im, Kichang, Choi, Hyun-Kyun, Yoo, Dae-Seung, Kim, Jong-Myon

“…This paper proposes a classification framework for automatic sleep stage detection in both male and female human subjects by analyzing the electroencephalogram…”
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A Two-Hop Real-Time LoRa Protocol for Industrial Monitoring and Control Systems by Tran, Huu Phi, Jung, Woo-Sung, Yoon, Taehyun, Yoo, Dae-Seung, Oh, Hoon

“…A single-hop LoRa ( Lo ng Ra nge) network suffers from a limitation in coverage caused by high signal attenuation when deployed in industrial areas, which…”
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A Bearing Fault Classification Framework Based on Image Encoding Techniques and a Convolutional Neural Network under Different Operating Conditions by Toma, Rafia Nishat, Piltan, Farzin, Im, Kichang, Shon, Dongkoo, Yoon, Tae Hyun, Yoo, Dae-Seung, Kim, Jong-Myon

“…Diagnostics of mechanical problems in manufacturing systems are essential to maintaining safety and minimizing expenditures. In this study, an intelligent…”
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Design and Implementation of a Multi-Hop Real-Time LoRa Protocol for Dynamic LoRa Networks by Tran, Huu Phi, Jung, Woo-Sung, Yoo, Dae-Seung, Oh, Hoon

“…Recently, LoRa (Long Range) technology has been drawing attention in various applications due to its long communication range and high link reliability…”
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An Energy-Efficien Slotted Sense Multiple Access Broadcast Protocol for Reliable Command Delivery in Dynamic Wireless Sensor Networks by Yoo, Dae-Seung, Ta, Van Khoe, Jang, Byung-Tae, Oh, Hoon

“…In industrial monitoring and control applications, a server often has to send a command to a node or group of nodes in wireless sensor networks. Flooding…”
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Implementation of MariComm bridge for LTE-WLAN maritime heterogeneous relay network by Hyung-Joo Kim, Jin-Kyu Choi, Dae-Seung Yoo, Byung-Tae Jang, Kil-To Chong

“…In this study, we shortly introduce MariComm bridge of MariComm (Maritime Broadband Communication) project to provide broadband internet/multimedia services…”
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A novel antenna tracking technique for maritime broadband communication (MariComm) system by Dae-Seung Yoo, Hyung-Joo Kim, Jin-Kyu Choi, Byung-Tae Jang, Soong-Hwan Ro

“…Maritime communication is internationally protected because closely related to the maritime safety, and it has evolved slower than terrestrial communication…”
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A Framework towards OPC Web Service for Process Monitoring and Control by Vu Van Tan, Dae-Seung Yoo, Myeong-Jae Yi

“…In this paper, we first review existing approaches of XML Web services for process monitoring and control, and then provide the limitation under consideration…”
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Limitation of LoRaWAN in the Smart HSE System for Shipbuilding and Onshore Plant by Jung, Woo-Sung, Yoon, Tae Hyun, Seung Yoo, Dae, Park, Jeong Ho, Choi, Hyun-Kyun

“…We introduce smart HSE(Health, Safety and Environment) system for shipbuilding and onshore plants. HSE system for shipbuilding marine industry should be…”
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Advanced Bearing-Fault Diagnosis and Classification Using Mel-Scalograms and FOX-Optimized ANN by Siddique, Muhammad Farooq, Zaman, Wasim, Ullah, Saif, Umar, Muhammad, Saleem, Faisal, Shon, Dongkoo, Yoon, Tae Hyun, Yoo, Dae-Seung, Kim, Jong-Myon

“…Accurate and reliable bearing-fault diagnosis is important for ensuring the efficiency and safety of industrial machinery. This paper presents a novel method…”
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A two-channel level-order pipelined transmission protocol for over-the-air programming in wireless sensor networks by Ngo, Chi Trung, Oh, Hoon, Yoo, Dae-Seung, Jang, Byung-Tae

“…This paper presents an efficient and reliable protocol that enables a pipelined transmission using two channels in wireless sensor networks. Nodes in the…”
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Design and Implementation of Web Service by Using OPC XML-DA and OPC Complex Data for Automation and Control Systems by Tan, Vu Van, Yoo, Dae-seung, Yi, Myeong-jae

“…Nowadays, Web technologies are gaining increased importance in automation and control systems. However, the choice of Web technologies depends on the use cases…”
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Security in automation and control systems based on OPC techniques by Tan, Vu Van, Yoo, Dae-Seung, Yi, Myeong-Jae

“…The modern industrial communication networks are increasingly based on open protocols and various platforms, which are used in the IT (Information Technology)…”
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Industrial Humanless Monitoring System over 5G Networks in the Shipyard Environment by Jung, Woo-Sung, Yoo, Dae Seung

“…As the development of hardware technology and the application of AI technology become popular, efforts to apply image-based services to real industrial sites…”
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Modern Distributed Data Acquisition and Control Systems Based on OPC Techniques by Tan, Vu Van, Yoo, Dae-Seung, Yi, Myeong-Jae

“…Web technologies are gaining increased importance in automation control systems, especially in slow control systems. Alternatively, the requirements to…”
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Hard and Soft Real Time Based on Switched Ethernet by Tan, Vu Van, Yoo, Dae-Seung, Kim, Myung-Kuyn, Yi, Myeong-Jae

“…As we know the Ethernet is based on IEEE 802.3 that can support high-speed in LANs. Unfortunately, this protocol has not supported real-time traffic yet…”
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