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
35 IC  EURO  Multiperiod Hybrid Manufacturing/Remanufacturing Planning Under the Internet-of-Things Scenario file Young-woo Kim  Young-woo Kim  2015 
34 IC  e-Biz  Design of Information System for e-Logistics Kitae Shin    2004 
33 IC  CIE  A batch splitting heuristic for dynamic job shop scheduling problem Hanil Jeong    1996 
32 IC  CIE  A decision support model for the initial design of FMS Hosub Shin    1996 
31 IC  CIE  Decision support system for preliminary cost estimation with case based reasoning file Jonghan Kim    2004 
30 IC  CIE  Information Strategy Planning for the Korean Postal Address Database file Tai-Woo Chang    2004 
29 IC  AsiaSim  Vendor Managed Inventory and its value in the various supply chain Sungwon Jung    2004 
28 IC  AsiaSim  Performance Analysis of Alternative Designs for a Vehicle Disassembly System using Simulation Modeling file Eoksu Sim    2004 
27 IC  AsiaSim  Reorder decision system based on the concept of the order risk using neural networks Sungwon Jung    2004 
26 IC  AsiaSim  The Cost Valuation Model for Reverse Supply Chain Using System Dynamics Hyunjong Jeong    2006 
25 IC  AsiaSim  A Model and Analysis of the Bullwhip Effect Using a SCOR-based Framework Haejoong Kim    2007 
24 IC  AsiaSim  An Economic Analysis on RFID Impact in Supply Chain Kiheon Nam    2008 
23 IC  AsiaSim  A Study on the Effects of Highlighted Display on Knowledge Worker Productivity Jinwu Seo    2009 
22 IC  AsiaSim  Developing a Practical Machine Scheduler for Worker-Involved Reconfigurable Manufacturing Systems Jinwu Seo    2011 
21 IC  AsiaSim  A Study on Simulation Model for Yard Layout Planning in Offshore Plant Industry file Kim Hyun Jun  Kim Hyun Jun  2015 
20 IC  Asian eBiz  A Systematic Approach for Ontology-based e-Business Modeling Tai-Woo Chang    2002 
19 IC  Asian eBiz  Applying Negotiation Patterns in Supply Chain Planning based on Self-integrating Environment file Yuncheol Kang    2005 
18 IC  Asian eBiz  Integration of RFID and Web Services Technology in MES Gunnam Ong    2007 
17 IC  Asian eBiz  Supplier Responsiveness Metrics for Supplier Selection in a New Product Launch Environment Jungsub Lee    2008 
16 IC  APORS  Developing performance measurement framework for MES (Manufacturing Execution System) Gyusun Hwang    2012