author Chanho Hwang 
2nd author  
presenter Chanho Hwang 
info  
year 2016 
category IC 
start / end date 2016.10.13 
city / nation 2016.10.14 
학회 SISE 
keywords Inventory management, Deep learning, Support Vector Machine, 3D-camera, ingeger program 
abstract Inventory management has been treated as an important subject in the manufacturing industry. There are many kinds of technologies and research using barcode and RFID(Radio Frequency identification) technology. But, most inventory warehouses check their real inventory once or twice a year in order to find calculate differences from the online inventory. To reduce this kind of effort and cost, we need a new system using other technology.
Because of this reason, this research will suggest a new inventory management system using Deep Learning, the Support Vector Machine, and 3D-Camera technology. Research consists of three main parts. First, the 3D-Camera acquires the color of the inventory color and picture of the depth. Second, it finds the inventory type using Deep-Learning and Support Vector Machine technology. Third, the system counts the inventory quantity using depth data. This research includes some constraint conditions and assumptions. But it can be useful in real-life industry. By completing this process, we will be able to make sure that the real inventory amount and the inventory amount online correspond at all times. 

학회발표

번호 category 학회 제목 author presenter year
15 IC  IFORS  A Closed-loop Supply Chain Coordination Model Considering the Effect of Regulation Alternatives Youngwoo Kim    2011 
14 IC  ICPR  A study on scheduling and rescheduling problem of the FMC during transient disturbance period with pallet constraints Hongbum Na    2011 
13 IC  APMS  Modeling and optimization of unrelated parallel machine scheduling problem with time-dependent and machine-dependent electricity cost Joon Yung Moon    2011 
12 IC  AsiaSim  Developing a Practical Machine Scheduler for Worker-Involved Reconfigurable Manufacturing Systems Jinwu Seo    2011 
11 IC  ISII  Framework Design of Intelligent Service System for the Middle-of-Life Product Soyeon Yoon    2011 
10 IC  ICICIC  Evaluation of Intelligent Service System for the Middle-of-Life Product Soyeon Yoon    2011 
9 IC  ICLS  Modeling and Optimization of Cost-effective Charging Scheduling for the Battery Switch Stations of Electric Vehicles Donghyun Kim    2012 
8 IC  W-PIN  ISP vs. ISP+CDN: Can ISPs in Duopoly Profit by Introducing CDN Services? Dongmyung Lee    2012 
7 IC  APORS  Developing performance measurement framework for MES (Manufacturing Execution System) Gyusun Hwang    2012 
6 IC  IEOM  Designing an effective scheduling scheme considering multi-level BOM in hybrid job shop Sumin Han    2012 
5 IC  APMS  Designing an Integrated Data System for Remanufacturing with RFID Technology Youngwoo Kim    2012 
4 IC  APMS  Development of a Strategic Model for Freight Transportation with a Case Study of the Far East Louis Coulet    2013 
3 IC  ICPR  The Effect of Enhanced Flexibility in the Reconfigurable Manufacturing Cell Jinwu S    2013 
2 IC  JCIMT  Operational Performance metrics in manufacturing process: Based on SCOR model and RFID technology Gyusun Hwang    2014 
1 IC  APMS  A Lifecycle Data Management System Based on RFID Technology of EPCC1G2 Youngwoo Kim    2014