2018 and Before

[12/17/18] Prof. Seungchul Lee starts a new online course, Machine Learning with Python. 

[12/11/18] 이승철 교수는 한국생산기술연구원에서 주최하는 ‘제조혁신 기반 중소기업 활력제고 포럼’에 ‘생기원 ICT전문위원회’ 자격으로 참석. 

[11/30/18~12/7/18] Prof. Sungjin Park and Prof. Seungchul Lee visit LA and Ann Arbor, USA to seek emerging aerospace research directions and collaboration opportunities. 

[11/20/18] 이승철 교수는 한국로봇융합연구원에서 주최하는 AI & 협동로봇 전문가 간담회에 패널로 참석. 

[10/25/18] 산업인공지능 연구실은 (이승철 교수, 김승욱, 전주형) 서울에서 열린 ‘대한전자공학회 인공지능 워크샵: 딥러닝 및 GAN 특강’ 에 참석. 

[10/23/18] 산업인공지능 연구실은 (김승욱, 전주형) 대전에서 열린 ‘2018 국제필드로봇포럼’ 에 참석. 

[10/17/18] Prof. Seungchul Lee attends the KSNVE conference at Yeosu, Korea. 

[10/15/18~10/19/18] iAI gives Samsung Electro-Mechanics a five-day workshop on machine learning and deep learning at POSTECH, Korea. 

[10/12/18] iAI attends 2018 International Explainable Artificial Intelligence Symposium at Seoul, Korea. 

[10/11/18] Prof. Seungchul Lee visits the Ajin Industrial Co., LTD. 

[10/04/18~10/05/18] Prof. Seungchul Lee attends the Organ-on-a-Chip World Congress and 3D-Bioprinting 2018 at San Diego, USA. 

[09/19/18] Prof. Seungchul Lee attends the POSCO Industrial AI Solution Challenge as a panelist at Seoul, Korea. 

[09/07/18] 이승철 교수는 한국생산기술연구원에서 주최하는 생기연 ICT 전문위원회 Kick-off Meeting 참석.

[08/21/18] Prof. Seungchul Lee attends the ETME 2018 conference as a panelist at Jeju, Korea.

[06/26/18~06/29/18] iAI (Hyunsuk Huh and Prof. Lee) attends the Ubiquitous Robots 2018 conference at Hawaii, USA.

• Human Motion Recognition using Bidirectional RNN by Hyunsuk

[05/28/18] Prof. Seungchul Lee gives a presentation to Czech technology representatives at POSTECH, Korea.

[05/17/2018] Prof. Sangkee Min from the University of Wisconsin-Madison gives a seminar titled “Anisotropic Behavior of Sapphire during Ultra-Precision Machining” at POSTECH, Korea.

[05/16/2018] Dr. Woo Sok Chang (Senior Vice President) from Hanwha Precision Machinery gives a seminar talk titled “로봇 시장과 기술의 현황 및 전망” at POSTECH, Korea.

[05/09/2018] Prof. Daeil Kwon from UNIST gives a seminar talk titled “Prognostics and Systems Health Management for Industry 4.0” at POSTECH, Korea.

[04/26/18~04/27/18] iAI attends the KSNVE conference at Jeju, Korea.

• Interpretable AI for Industrial Applications by Seungtae

• Deep Learning Algorithm for Attention and Selective Noise Reduction Technology by Hyunsuk

• Data Generation with Generative Adversarial Networks for Data Imbalance Problem by Seungtae

[04/09/18] 포항공대 신임교원 워크샵

[02/22/18~02/23/18] iAI attends the Reliability division of KSME conference at Jeju, Korea.

• Interpretable AI for Industrial Applications by Seungtae

• Deep Learning Algorithm to Solve Data Imbalance and Shortage Problems with Fully Convolutional Networks (FCN) by Hojin

• Data Generation with Generative Adversarial Networks for Data Imbalance Problem by Hojin

[02/09/18] iAI attends the founding meeting of the Korean Society of Prognostics and Health Management (KSPHM) at Seoul, Korea

[01/01/18] Prof. Seungchul Lee moves to POSTECH, focusing on Industrial AI research. 

[12/06/17] Dr. Yonggyun Yu from the Korea Atomic Energy Research Institute (KAERI) gives a talk titled “Deep Learning and Topology Optimization” at UNIST. 

[11/15/17~11/17/17] iSystems (Seungtae, Hyunseuk, and Kwangho) attend the 9th Asian Conference on Machine Learning, Yonsei University, Seoul, Korea.

[11/01/17~11/03/17] iSystems attend the KSME conference at Jeju, Korea.

• Data Generation with Generative Adversarial Networks (GAN) to Solve Data Imbalance Problems in Manufacturing by Seungtae

[11/01/17] iSystems publish the magazine articles titled “Industrial AI” in the magazine of KSNVE.

[10/25/17~10/27/17] iSystems attend the ICMR2017/QR2MSE2017 conference at Chengdu, Sichuan, China

• Experimental Study on the Life Prediction of Servo Motors through Model-based Degradation Assessment and Accelerated Degradation Testing by Bumsoo

[10/18/17~10/20/17] iSystems attend the KSNVE conference at Yesan, Korea.

[09/13/17~09/14/17] iSystems display our work at an exhibition booth at the Four Industrial Revolution Forum at UNIST, Ulsan.

[09/02/17] iSystems (Hyunsuk, Songhyun, and Kwangho) attend the tutorial titled “Reinforcement Learning for Games and Robots” by National Association of Cognitive Science Industries at SNU, Seoul, Korea.

[07/27/17~07/28/17] iSystems and KEPRI have a kick-off meeting at UNIST, Ulsan, Korea.

[07/14/17] Prof. Seungchul Lee gives an AI tutorial in the PHM Asia Pacific 2017 conference at Jeju, Korea

[07/12/17] iSystems attend the PHM Asia Pacific 2017 conference at Jeju, Korea

• Deep Unsupervised Learning for Time Series Data by Seungtae

• Mechanical Property Estimation for FDM 3D Printed Parts using Gaussian Process Regression by Heechang

• New Approach for Fault Identification using Residual-based Fault Diagnosis by Haedong 

[06/05/17~06/08/17] iSystems (Haedong, Heechang, Brian, Minsub, and Prof. Lee) attend the NAMRC/MSEC conference 2017 at Los Angeles, CA, USA

• Experimental Study on Mechanical Properties of Single- and Dual-Material 3D Printed Products by Heechang

• Vision-based Real-time Layer Error Quantification for Additive Manufacturing by Haedong 

[05/26/17] Prof. Seungchul Lee attends the CAE and Applied Mechanics division of the KSME conference at Busan, Korea.

• Artificial Intelligence in Mechanical Engineering by Seungchul 

[5/19/17] iSystems (Haedong and Seungtae) attend “Deep Learning Tutorial: Reinforcement Learning by National Association of Cognitive Science Industries,” at KAIST, Daejeon, Korea. 

[04/30/17] iSystems publish the magazine article titled “Deep Learning Tutorial” in the magazine of KSNVE. 

[04/27/17] iSystems (Haedong, Seungtae, and Prof. Lee) attend KSNVE at Gwangju.

• Deep Learning Classification Models for Sequential Data by Seungtae

• Observer-based Fault Detection and Isolation for Rotating Machinery by Haedong

• Vibration Comparison between High Speed Trains (KTX and SRT) in Korea by Hojin 

[04/10/17] iSystems research outcomes (IoT smart sensors and web-based visualization) are used for the KEPCO exhibition at Seoul. 

[03/01/17] iSystems publish the magazine article titled “AI applications in mechanical engineering” in the magazine of KSME.

[02/23/17] iSystems attend the Reliability division of KSME conference at Jeju.

• Rotating Machinery Diagnostics using Model-based Fault Detection and Isolation by Haedong

• Servo Motor Diagnostics using Anomaly Detection by Brian

• Deep Learning Structures for Time Series Data in Manufacturing by Suhyun

• Interpretable CNN Structure for Time Series Data in Manufacturing by Seungtae

• Experimental Study on Estimation of Mechanical Properties of FDM-based 3D Printing Products by Heechang

• Development of Vision-based Quality Assurance System in 3D Printing by Minsub 

[02/21/17] Sunhee Woo (M.S.) and Brian Park (B.S.) are graduated. 

[02/20/17~02/22/17] Haedong, Seungtae, and Suhyun attend the winter school for the pattern recognition and machine learning held at Korea University.

[02/08/17~02/10/17] iSystems (Haedong, Brian, and Prof. Lee) attend the HCI Korea conference at Jeongseon, Korea

[02/06/17] iSystems gives Samsung a two-day workshop on machine learning and deep learning.

[01/19/17~01/20/17] iSystems (Haedong, Seungtae, and Suhyun) attend the  Software Convergence Symposium 2017 at Seoul, Korea.

[12/13/16] Prof. Dragan Djurdjanovic from the University of Texas at Austin gives a talk titled “New Research Trends in Condition-Based Monitoring and Predictive Maintenance” at UNIST.

[11/14/16~11/15/16] iSystems attend the Asian Conference on Experimental Mechanics 2016 at Jeju, Korea.

• Deep Learning based Diagnostics for Rotating Machinery on Orbit Analysis by Haedong

• PHM for Manufacturing Industry with IoT and Cloud Platform by Brian Park

[10/13/16] iSystems display our work at 2016 Future Industry Innovation Forum at UNIST.

[10/19/16~10/21/16] iSystems attend the conference of the Korean Society for Noise and Vibration Engineering to display our work in an exhibition booth at Hoengseong, Korea.

[10/02/16~10/07/16] iSystems attend the PHM conference at Denver, USA.

• Deep Learning based Diagnostics of Orbit Patterns in rotating machinery by Prof. Seungchul Lee 

[09/28/16] iSystems (Suhyun, Seungtae, and Sunhee) win a NAVER award at the 5th Data Competition of Korea Intelligent Transportation System.

[08/25/16~08/26/16] iSystems hold a lab workshop at Gyeongju

[08/17/16~08/18/16] iSystems (Seungtae and Suhyun) attend the summer school of pattern recognition and machine learning at Korea University.

[08/08/16~08/12/16] Haedong attends the AI and Robotics Summer School at KAIST.

[06/26/16~07/02/16] iSystems (Haedong, Sunhee and Prof. Lee) attends the NAMRC/MSEC conference 2016 at Blacksburg, VA, USA.

• Rotating Machinery Diagnostics using Deep Learning on Orbit Plot Images by Prof. Seungchul Lee

[04/21/16~04/22/16] iSystems (Haedong, Sunhee and Prof. Lee) attend the Korean Society for Noise and Vibration Engineering (KSNVE) at Gyeongju, Korea.

• Real-time Monitoring for Rotating Machinery with IoT and Cloud Platform by Haedong

• Visualization Method of PCA Algorithm for Machine Health Diagnostics by Sunhee 

[11/23/15~11/24/15] iSystems attend the 3rd International Conference on Materials and Reliability (ICMR), Jeju, Korea

• System Diagnostics using Kalman Filter Estimation Error by Prof. Seungchul Lee 

[10/28/15~10/29/15] iSystems attend the Korean Society for Noise and Vibration Engineering, Yongpyong, Korea

• Recursive Bayesian Estimation for Rule-based Expert System in Rotating Machinery by Hyungchul

• PHM using Kalman Filter Estimation Error by Seungtae 

[04/23/15~04/24/15] iSystems attend the Korean Society for Noise and Vibration Engineering, Jeju, Korea

• Anomaly Detection in Rotating Machinery based on Orbit Image Eigen-analysis by Hyungchul

• Rotational Machinery Diagnostics via Singular Value Decomposition of Orbit Images by Haedong 

[04/09/15~04/10/15] iSystems attend the Korean Institute of Industrial Engineering, Jeju, Korea

• Misalignment Detection Algorithm in Stacking Processes by Hyungchul

• Rotational Machinery Diagnostics via Singular Value Decomposition of Orbit Images by Haedong 

[02/26/15~02/27/15] iSystems attend the Reliability Division in the Korean Society of Mechanical Engineers, Jeju, Korea.

• Anomaly Detection in Rotating Machinery based on Machine Learning of Orbits’ Eigenvalues by Hyungchul

• Rotating Machinery Diagnosis using Orbits’ Image Pattern Recognition by Haedong 

[11/30/14~11/31/14] iSystems attend the Korean Society for Noise and Vibration Engineering, Mokpo, Korea.

• Condition Monitoring in Multilayer Stacking Processes by Hyungchul 

[04/24/14~04/25/14] iSysetms attend the Korean Society for Noise and Vibration Engineering, Gangchon, Korea.

• Intelligent Fault Detection and Prediction System on Wind Turbine Gearboxes by Prof. Seungchul Lee 

[02/13/14~02/14/14] iSystems attend the Korean Society of CAD CAM Engineers, Pyeongchang, Korea.

• Diagnostics of Automated Manufacturing Processes Using Event Time Duration by Prof. Seungchul Lee