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Hong-Chan Chang, Yi-Che Wang, Yu-Yang Shih and Cheng-Chien Kuo
A homemade defective model of an induction motor was created by the laboratory team to acquire the vibration acceleration signals of five operating states of an induction motor under different loads. Two major learning models, namely a deep convolutional...
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Shih Yu Chang, Hsiao-Chun Wu and Yifan Wang
In order to perform big-data analytics, regression involving large matrices is often necessary. In particular, large scale regression problems are encountered when one wishes to extract semantic patterns for knowledge discovery and data mining. When a la...
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Ting-Yu Liang, Chih-Hsin Chang, Shih-Chun Hsiao, Wei-Po Huang, Tzu-Yin Chang, Wen-Dar Guo, Che-Hsin Liu, Jui-Yi Ho and Wei-Bo Chen
Coastal erosion is a major natural hazard along the northeastern shoreline (i.e., Yilan County) of Taiwan. Analyses of the evolution of the 0 m isobath of the Yilan County coastline indicate that erosion and accretion are occurring north and south of Wus...
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Yung-Chih Wang, Ming-Gin Lee, Wei-Chien Wang, Yu-Cheng Kan, Shih-Hsuan Kao and Hsien-Wen Chang
This study was to evaluate the CO2 curing on mechanical properties of Portland cement concrete. Three different specimen sizes (5 × 10 cm, 10 × 20 cm, and 15 × 30 cm cylinders), three CO2 concentrations (50%, 75%, 100%), three curing pressures (0.2, 0.4,...
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Shih-Sian Guo, Kuo-Hua Lee, Liyun Chang, Chin-Dar Tseng, Sin-Jhe Sie, Guang-Zhi Lin, Jih-Yi Chen, Yi-Hsin Yeh, Yu-Jie Huang and Tsair-Fwu Lee
We developed a set of automatic temperature measurements and a monitoring platform for dairy cattle. This system resolves the need for the ranch staff to regularly measure the body temperature of dairy cattle.
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Hao-Yuan Tang, Shih-Hua Tan, Ting-Yu Su, Chang-Jung Chiang and Hsiang-Ho Chen
In this study, a wearable system that can recognize human posture was developed. By using long short-term memory-based recurrent neural network (LSTM-RNN) architecture, this system was able to classify posture with data measured by using an inertial meas...
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Yu-Lin Lee, Chang-Hua Lin and Shih-Jen Yang
Battery Management System.
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Chih-Hsin Chang, Hung-Ju Shih, Wei-Bo Chen, Wen-Ray Su, Lee-Yaw Lin, Yi-Chiang Yu and Jiun-Huei Jang
In Taiwan, the coastal hazard from typhoon-induced storm waves poses a greater threat to human life and infrastructure than storm surges. Therefore, there has been increased interest in assessing the storm wave hazard levels for the nearshore waters of T...
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Kai-Wen Chen, Fan-Chun Meng, Yu-Lueng Shih, Fang-Ying Su, Yen-Po Lin, Felicia Lin, Jia-Wei Lin, Wei-Kuo Chang, Chung-Jen Lee, Yi-Hwei Li, Chung-Bao Hsieh and Gen-Min Lin
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