교수 소개

  1. 교수/연구실
  2. 교수 소개
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허 선 [Hur, Sun]

교수

확률모델링, 데이터마이닝, 산업인공지능

학력 1983년 서울대학교 산업공학과 공학사
1985년 서울대학교 산업공학과 공학석사
1993년 (미) Texas A&M University 산업공학과 공학박사
주요 연구

클라우드 제조를 위한 제조 빅데이터 분석 기반의 스마트 스케줄링 시스템 개발
    (2019.09 - 2023.02) / 한국연구재단

불균형 빅데이터의 분류를 위한 데이터 전처리 알고리즘 개발 
    (2019.09 - 2020. 02) / 한양대학교

안전클레임 조기 검출을 위한 텍스트마이닝 툴 개발
    (2018.02 - 2018.12) / 현대자동차

클라우드 제조 시스템의 운영전략 개발
    (2017.03 - 2020.03) / 한국연구재단

KOGAS 연구과제 선정 프로세스 개선방안 연구
    (2016.07.20 - 2017.07.19) / 한국가스공사

국가경제 기여도 제고를 위한 KOGAS 연구개발 방향 제시
    (2015.07.20 - 2016.07.19) / 한국가스공사

환경 조건에 따른 폼 품질 산포 영향도 분석 및 관리 방안 연구
    (2015.02 - 2015.10) / 존슨콘트롤스오토모티브코리아

시간의존 모수를 가지는 대기행렬시스템의 최적 서버운영 방법 개발
    (2012.05 - 2015.04) / 한국연구재단

도착과정에 상관관계가 있는 대기모형의 분석과 응용
    (2013.03.01 - 2014.02.28) / 한양대학교

고객 이탈이 있는 대기시스템에서 최적의 set-up 기간 설정에 관한 연구
    (2012.03.01- 2013.02.28) / 한양대학교

시간제약이 있는 정보처리환경에서 시스템 최적운용을 위한 제어방법
    (2011.08 - 2012.07) / 한양대학교

제조운영관리를 위한 실시간 스케쥴링 알고리즘 연구개발
    (2009.05.01 - 2011.04.30) / 지식경제부, ㈜미라콤

실버환경 지원시스템 구축 사업
    (2008.10.01 - 2010.09.30) / 한양대학교고령사회연구원

유비쿼터스환경에서 물류정보의 적시성 확보
    (2007.06 - 2007.11) / 인하대학교 정석물류통상 연구원

An Analytic Model of efficient slot assignment method supporting various traffics in TDMA based MAC protocol
    한양대학교

도착과정이 마코프 재생과정을 따르는 대기모형의 출력분석
    (2004.04.01 - 2005.03.31) / 지역대학우수연구자 육성지원사업(한국과학재단)

효율적인 매체접근제어를 위한 다양한 슬롯 할당 방법의 해석적 모형 및 알고리듬 개발 
    (2002.09 - 2003.08) / 신진연구인력 장려금지원

N-제어 정책하에서 M^X/G/1 순환 서비스 시스템 분석
(준비기간을 포함한 다양한 휴가형태에서의 M^X/G/1 시스템 분석)
    (2001.07 - 2002.06) / 한양대학교

Line Balancing을 위한 공정 개선방안
    (2000.08 - 2001.07) / 안산시,멀티코리아

다중단계 서비스의 M/G/1 대기행렬에 대한 분석
    (2000.07 - 2001.06) / 한양대학교

한국형 차세대 통합물류관리 시스템에 관한 연구
    (1999.09 - 2002.08) / 교육부 (BK21)

중소기업형 생산공정 관리시스템 개발
    (1999.09 - 2000.08) / 안산시,데보라 전자,영인화학

전자상거래 기반구축을 위한 주요 지원체제 연구
    (1999.06 - 1999.10) / 산업자원부

안산시 지역정보화 기본계획 수립
    (1998.12 - 1999.07) / 안산시

열화성 제품의 최적관리를 위한 인공지능 시스템 개발
    (1998.10 - 1999.09) / (주)대우벽지

모듈식 셀을 가진 자동창고의 운영 및 설계 에 관한 연구
    (1998.09 - 1999.08) / 한양대학교

FMS의 유연성 제고를 위한 기계버퍼 및 AGV 구성결정에 관한 알고리듬 개발
    (1998.05 - 1999.04) / 한양대학교

다품종 혼합생산방식의 중소기업형 ERP 시스템 개발
    (1997.08 - 1998.07) / 안산시,대우벽지

CDMA 환경하에서의 통합 트래픽 분석 및 동적채널할당 알고리듬 개발
    (1997.07 - 1999.06) / 정보통신연구관리단

B-ISDN 설계 및 계획기법에 관한 연구
    (1997.03 - 1998.12) / 한국통신연구개발본부

A study on Material flow system modeling & software development for high-tech manufacturing systems
    (1996.12 - 1997.10) / 통일중공업

I/O Program development for Windows
    (1996.05 - 1996.08) / (주)현대건설

A study on development of management decision expert system in CIM environment
    (1995.09 - 1996.08) / 성안기계

정보통신업체의 연구개발 관리시스템에 대한 연구
    (1995.08 - 1995.12) / 한국전자통신연구소

1인 봉사자 대기모형에 있어서의 도착형태 변화의 영향
    (1995.04 - 1996.03) / 한양대학교
주요논문실적

국내논문

  1. "효과적인 시계열 데이터 분류를 위한 동적시간왜곡 기반의 시계열 길이 변환," 대한산업공학회지, 2020.8
  2. "클래스 불균형 데이터의 효과적인 분류를 위한 k-NN과 생성적 적대 신경망 기반의 오버 샘플링," 대한산업공학회지, 2020.8
  3. "클래스 불균형 문제가 있는 다중 클래스 텍스트 분류에서의 상호 정보량 기반 특징 선택 방법," 대한산업공학회지, 2019.4
  4. "클라우드 제조의 연구 동향 분석: 운영 과정을 중심으로", 대한산업공학회지, 2017.12
  5. "다변량 시계열 데이터 분류를 위한 특징 선택 방법", 대한산업공학회지, 2017.12
  6. "​효과적인 산업재해분석을 위한 텍스트마이닝 기반의 사고 분류 모형과 온톨로지 개발", 한국안전학회지, 2017.10
  7. "신경망을 이용한 SNS상에서의 정보확산 예측 모델: Digg를 중심으로", 정보화연구, 2016.12
  8. "트랜잭션 데이터 분석을 위한 확률 그래프 모형", 대한산업공학회지, 2016.08
  9. "소셜 네트워크 서비스 기반의 4세대 지식관리시스템 설계 방안", 정보과학회지, 2016.05
  10. "광양지역 고강도 강관 항타말뚝의 설계효율 향상 방안 연구", 대한토목학회 논문집, 제31권, 6C호, 2011.11
  11. "회귀나무 분석을 이용한 C-CRF의 특징함수 구성 방법", 대한산업공학회지, 2015.8
  12. "연관 규칙을 이용한 마코프 논리 네트워크에서의 1차 논리 규칙 생성 및 가중치 학습 방법", 산업경영시스템학회지, 2015.3
  13. "Continuous Conditional Random Field에 의한 인터넷 쇼핑몰 신규 고객등급 예측", 대한산업공학회지, 2015.2
  14. "이중생산속도를 가지는 생산시스템에서 확률적인 수요와 주문취소를 고려한 경제적 재고량 결정", 대한산업공학회지, 2014.6
  15. "주제어 기반 특허분석을 통한 생체인식 기술동향 분석", 한국BI데이터마이닝학회 2013 추계학술대회
  16. "텍스트마이닝을 이용한 산업공학 연구기법의 분석", 대한산업공학회지, 2014.2
  17. "확률적 주문 취소 및 반품이 있는 재고시스템의 수리모형", 한국생산관리학회지, 2013.9
  18. "소매점 수요 사이에 상관관계가 존재하는 다단계재고시스템의 모형화", 한국SCM학회지, 2013.5
  19. "클러스터 툴의 예방유지보수 스케줄링 모형", 산업공학(IE Interface), 2012.3
  20. "반도체 클러스터 장비에서 웨이퍼 이동지연을 허용하는 스케줄링 방법", 한국생산관리학회지, 2011.12
  21. "차세대 웨이퍼 생산시스템에서의 실시간 스케줄링 시스템 아키텍처", 한국산업경영시스템학회지, 2010.9
  22. "무선 센서 네트워크에서 에너지의 효율적 사용방법", 산업공학(IE Interface), 2010.6
  23. "시간제약이 있는 정보처리시스템의 성능분석 모형", 대한산업공학회지, 2010.5
  24. "상황인지 컴퓨팅 환경에서 복합서비스를 제공하는 서비스시스템의 성능분석", 대한산업공학회지, 2009.3
  25. "유비쿼터스 환경에서 커뮤니티 컴퓨팅 지원을 위한 코디네이터 개발", 한국산업경영시스템학회지, 2008.9
  26. "이동성을 고려한 이동 애드훅 네트워크 성능분석", 한국산업경영시스템학회지, 2006. 3
  27. "무선환경하에서 Slotted ALOHA 방식의 다중채널 경쟁에 대한 지연시간분석", 한국산업경영시스템학회지, 2005. 3
  28. "단일 및 이중명령을 수행하는 자동창고시스템의 성능분석", 한국산업경영시스템학회지, 2004. 9
  29. "부하량에 제한이 있는 M/G/1 시스템의 근사법", 대한산업공학회지, 2003. 9
  30. "전용서버가 있는 이계층고객 M/M/2 대기모형", 한국산업경영시스템학회지, 2002.10
  31. "첫 고객의 대기시간에 제약이 있는 M/G/1 휴가모형의 분석", 대한산업공학회지, 2002.6
  32. "준비기간을 포함한 다양한 휴가형태에서의 M^X/G/1 시스템 분석", 한국경영과학회지, 2002.6
  33. "다중단계 서비스의 M/G/1 대기행렬에 대한 분석", 한국산업경영시스템학회지, 2001.8
  34. "일반 서비스시간 분포를 갖는 다단계 수리가능 재고시스템에 대한 최적재고수준 알고리듬", 대한산업공학회지, 2001.9
  35. "자동창고 시스템의 성능 평가를 위한 M/G/1 대기모형", 대한산업공학회지, 2001. 3
  36. "Main queue에 threshold가 있는 M/G/1 Bernoulli feedback 시스템 분석", 대한산업공학회지, 2001. 3
  37. "다중플랜트 체인구조에서 공정계획과 일정계획의 통합", 산업공학(IE Interface), 2000.9
  38. "전자상거래에서의 물류 경쟁력", 한국전자거래학회지, 2000.6 "전력사업분야의 중장기 기술과제 선정 기법", 산업공학, 2000.6
  39. "N 정책과 T 정책이 적용되는 M/G/1 시스템의 분석, 대한산업공학회지, 2000.6
  40. "M/G/C 대기행렬 시스템의 대기 고객수 분석에 대한 근사법", 한국경영과학회지, 2000.6
  41. "MRP를 이용한 ATM트래픽 모델링 및 성능분석", 한국경영과학회지,1999.9
  42. "멀티미디어 환경하의 계층구조 이동통신 시스템에서의 채널할당 방법", 공업경영학회지,1999.8
  43. "계층구조 CDMA 셀룰러시스템에서 호손실율과 호차단율에 관한 연구", 한국통신학회논문지, 1999.2
  44. "유한가동제품을 가진 수리가능 시스템의 여유제품 수준의 결정", 공업경영학회논문지, 1998.11
  45. "중앙창 재고를 가진 수리가능시스템의 최적해법", 대한산업공학회지, 1998.9
  46. "서버상태의존 도착률을 갖는 M/G/1 모형의 최적 제어정책", 공업경영학회지, 1997.8
  47. "An analysis of the behavior of correlated arrival queues", 대한산업공학회지, 1996.3


해외논문

  1. "Shapelet Selection based on a Genetic Algorithm for Remaining Useful Life Prediction with Supervised Learning”, HELIYON (SCIE), 2022.10
  2. "Editorial -  Special Issue on “Application of Big Data Analysis and Advanced Analytics in Sustainable Production Process”, Processes (SCIE), 2022.10 
  3. "A Time-series Data Generation Method to Predict Remaining Useful Life", Processes (SCIE), 2021.6
  4. "Multi-Objective Real-time Scheduling of Tasks in Cloud Manufacturing with Genetic Algorithms", Mathematical Problems in Engineering (SCIE), 2020.10
  5. "Optimal Replenishment Decision for Retailer with Variable Demand for Deteriorating Products under Trade-Credit Policy," RAIRO-Operations Research (SCIE), 2020.9 
  6. "Development of Indicator of Data Sufficiency for Feature-based Early Time Series Classification with Applications of Bearing Fault Diagnosis", Processes (SCIE), 2020. 7
  7. "Dynamic Estimation Model for Collaboration Potential in Cloud Manufacturing based on Markov Random Fields", Industrial Engineering & Management Systems (SCOPUS), 2020. 6
  8. "Improvement of Productivity through the Reduction of Unexpected Equipment Faults in Die Attach Equipment", Processes (SCIE), 2020. 3
  9. "Bayesian Network Model to Diagnose WMSDs with Working Characteristics", International Journal of Occupational Safety and Ergonomics (SCIE) 2020. 4
  10. "Efficient Genetic Algorithm for Feature Selection for Early Time Series Classification," Computers & IE (SCIE), 2020.2 (On-line) 
  11. "A Membership Probability Based Undersampling Algorithm for Imbalanced Data", Journal of Classification (SCIE), 2020.1 (On-line)
  12. "Clustering and Dispatching Rule Selection Framework for Batch Scheduling to Minimize Total Tardiness," Mathematics (SCIE), 2020.1 
  13. "Graphical Model to Diagnose Product Defects with Partially Shuffled Equipment Data", Processes (SCIE), 2019.12
  14. "An optimization technique for national income determination model  with stability analysis of differential equation in discrete and  continuous process under the uncertain environment," RAIRO-Operations Research (SCIE), 2019.10
  15. "Bayesian Network Model to Diagnose WMSDs with Working Characteristics", International Journal of Occupational Safety and Ergonomics (SCIE), 2018.8(Online)
  16. "Interactive Q-Learning Approach for Pick-and-Place Optimization of the Die Attach Process in the Semiconductor Industry," Mathematical Problems in Engineering (SCIE), 2019.02
  17. "Performance computation methods for composition of tasks with multiple patterns in cloud manufacturing", International Journal of Production Research (SCI), 2019.01
  18. "Probabilistic Graphical Framework for Predicting Software Project Risk", Industrial Engineering & Management Systems (SCOPUS, KCI), 2018.03
  19. "Optimization of Pick-and-Place in Die Attach Process", Applied Soft Computing (SCIE), 2018.7
  20. "Effects of variable production rate and time-dependent holding cost for complementary products in supply chain model", Mathematical Problems in Engineering (SCIE), 2017.5
  21. "A Model for Determining Optimal Batch Sizes of Multi-featured Products with Random Processing Accuracies under Quality and Cost Constraints", International Journal of Industrial Engineering: Theory, Applications and Practice (SCIE), 2017.5
  22. "Probabilistic Graphical Framework for Estimating Collaboration Levels in Cloud Manufacturing", Sustainability (SSCI, SCIE), 2017.02
  23. "Markov Network Model with Unreliable Edge", International Journal of Industrial Engineering: Theory, Applications and Practice (SCIE), 2016.12
  24. "The Dynamic Enterprise Network Composition Algorithm for Efficient Operation in Cloud Manufacturing", Sustainability (SSCI, SCIE), 2016.12
  25. "Control of G/MX/1 Queueing System with N-Policy and Customer Impatience", Industrial Engineering & Management Systems (SCOPUS), 2016. 06
  26. "C-CRF Model for Predicting the Electrical Load of a CCPG", Industrial Engineering & Management Systems (SCOPUS), 2016.06
  27. "Determination of optimal shipping quantity for perishable goods under probabilistic supply", Mathematical Problems in Engineering (SCIE), 2016
  28. "Effect of Unequal Lot Sizes, Variable Setup Cost, and Carbon Emission Cost in a Supply Chain Model", Mathematical Problems in Engineering (SCIE), 2015
  29. "A Real-Time Scheduling Method for the Cluster Tool with Wafer Transfer Delay", International Journal of Production Research (SCI), 2014
  30. "Mathematical Model for Performance Analysis of Context-Aware Device with Composite Service", Mathematical and Computer Modelling (SCIE), 2013
  31. "A methodology for determining batch sizes for quality assurance products with material- and process-induced variability under an open supply chain environment", Information (SCIE), 2012.12
  32. "Control of Lead Time for Retailer-Supplier Contract with Stochastic Demand and Order Cancellation", Information (SCIE), 2012.12
  33. "Determination of Production Level in a Make-to-Stock System with Stochastic Demands and Returns", Information (SCIE), 2012.12
  34. "Application A Heuristic Approch to Minimization of Total Weighted Earliness and Tardiness on A single Burn-In Oven", ICIC EXPRESS LETTERS, 2011.5
  35. "An Analytical Model for Delivery Evaluation of Multimodal Contents in Pervasive Computing", Computers in Industry (SCIE), 2010
  36. "A Time-Constrained Information Processing Model in Ubiquitous Environments", ETRI Journal (SCI) 2007.8
  37. "Parameter decision for enhancing performance of wireless lans with prioritized messages", International Journal of Information Technology & Decision Making (SCIE) 2007.6
  38. "An algorithm for repairable item inventory system with depot spares and general repair time distribution", Applied Mathematical Modelling (SCIE) 2007.5
  39. "A multiechelon repairable item inventory system with lateral transshipment and a general repair time distribution", INFORMATICA (SCIE) 2006
  40. "Departure process of a single server queueing system with Markov renewal input and general service time distribution", Computers and Industrial Engineering (SCIE) 2006.11
  41. "A simple approximation method for workload analyses in some queuing system with control policies", Computers and Industrial Engineering (SCIE) 2006.9
  42. "Performance Analysis of Automatic Storage/retrieval System by Stochastic Modeling", International Journal of Production Research (SCI) 2006.4
  43. "Batch arrival queues with vacations and server setup", Applied Mathematical Modelling (SCIE), 2005.12
  44. "Optimal Design of Rack Structure with Modular Cell in AS/RS", International Journal of Production Economics (SCIE), 2005
  45. "Delay of the Slotted ALOHA Protocol with Binary Exponential Backoff Algorithm", Lecture Notes in Computer Science (SCIE), 2005
  46. "An Analytic Model for Correlated Traffics in Computer-communication Networks", Lecture Notes in Computer Science (SCIE), 2005.5
  47. "Wavelength assignment in route-fixed optical WDM ring by a branch-and-price algorithm", Lecture Notes in Computer Science (SCIE), 2005.5
  48. "A Performance Analysis of Binary Exponential Backoff Algorithm in the Random Access Packet Networks", Lecture Notes in Computer Science (SCIE), 2005.2
  49. "A performance estimation model for AS/RS by M/G/1 queuing system", Computers and Industrial Engineering (SCIE), 2004.4
  50. "An analysis of the M/G/1 system with N and T policy", Applied Mathematical Modelling (SCIE), 2003
  51. "Asymptotic properties of nonlinear regression quantile estimation", Statistics and Probability Letters (SCIE), 2002
  52. "Integrated process planning and scheduling with minimizing total tardiness in multi-plants supply chain", Computers and IE (SCM special issue) (SCIE), 2002
  53. "The effect of different arrival rates on the N-policy of M/G/1 with server setup", Applied Mathematical Modelling (SCIE), 1999
  54. "A Queue with Correlated Arrivals", Investigacion Operativa, 1998
  55. "A note on varying the number of states in the arrival process of MR/G1/1 queue", Computers and OR (SCIE), 1997
  56. "MR/G/1 queues with positively correlated arrival stream", Journal of Applied Probability (SCI), 1994
  57. "On performance comparison of MR/G/1 queues", Queueing Systems (SCI), 1994

 

Photo

신동민 [Shin, Dongmin]

교수

스마트 제조,
인간-인공지능 협업시스템

학력 1994년 한양대학교 산업공학과 공학사
1996년 포항공과대학교 산업공학과 공학석사
2005년 (미) Penn. State University 산업공학과 공학박사
주요 연구

TinyML-based intelligent manufacturing resource management
    (2022.07 – 2024.07) / 중소기업기술정보진흥원

Development of a platform for engineering task knowledge library
    (2022.05 – 2023.12) / 중소기업기술정보진흥원

Simulation of smart warehouses
    (2022.01 – 2022.12) / CJ로지스틱스

Validation of standards for exchanging industrial data
    (2021.04 – 2024.12) / 한국산업기술기획평가원(KEIT)

Development of Simulator for Human-Machin Cooperative Manufacturing Systems
    (2019.04 – 2021.12) / 산업통상자원부

Prognostics and Health Management (PHM) for Preventing Defective Products
    (2019.01 – 2020.12) / (주)명화공업

Validation and Dissemination of ICT-converged Manufacturing Services
    (2018.01 – 2020.04) / 정보통신기획평가원 (IITP)

A study on the Characteristics of the Human-centered Future Manufacturing Systems
    (2017.03 – 2019.02) / NRF(National Research Foundation)

Constructing a Production Strategy for a Multi-step Supply Chain Network under Uncertainty
    (2015.03 – 2016.06) / 한양대학교

Education Program for Information Systems with Information Security in an e-Health application
    (2012.08 – 2013.02) / Luleå University of Technology, Sweden

Human Behavior and Decision Process Simulation Technology
    (2012.07 – 2015.06) / ADD(Agency for Defense Development)

Developing an Affordance-based Human Intervention Model for Decision-Making of Accident Handling in Safety-Critical Systems
    (2011.09 – 2014.08) / NRF

i-Manufacturing collaboration hub effectiveness analysis and validation
    (2011.03 – 2013.02) / KITECH(Korea Institute of Industrial Technology)

Ground Control System UI Optimization for UCAV
    (2010.11 – 2012.11) / ADD

Establishment of a service test lab. for innovation of service quality
    (2010.04 – 2015.03) / 지식경제부

A Study on Mobile Web Application Device API (DAP)
    (2010.05 – 2010.11) / ETRI(Electronics and Telecommunication Research Institute)

Standardizing manufacturing software capability profiling for interoperability
    (2010.03 – 2010.09) / KATS(Korean Agency for Technology and Standards)

Product Development Lifecycle based Enterprise BOM Management: Toward Collaborative Manufacturing Processes
    (2010.03 – 2011.02) / KITECH

Device ontology for coordination of a ubiquitous environment
(2009.05 – 2009.11) / ETRI

Development of a control mechanism for a non-blocking IPTV-based service delivery system
    (2009.05 – 2009.11) / ETRI

Collaboration-based process integration for manufacturing activities
    (2009.03 – 2011.02) / KITECH

Web-based health-care monitoring systems for elderly people
    (2008.10 – 2010.09) / 한양대학교

Design process for premium vehicles with DFSS and Emotion
    (2008.06 – 2008.09) / 현대자동차

Operation strategies for management of long-lead time items
    (2008.04 – 2008.07) / Smart Card Laboratory, Inc.

Device coordination schema for ubiquitous web applications
    (2008.04 – 2008.11) / ETRI

A Web-based packaging application for multi-specified products
    (2008.01 – 2008.05) / Logen Solution Inc.

Development of a guideline for RFID adaptation for textile/apparel industry
    (2008.01 – 2008.03) / ECIF(Integrated Forum on Electronic Commerce)

An Evolutionary Platform for Emergent Enterprise using Self-Stabilization Theory
    (2007.01 – 2010.12) / Kosef(Korea Science and Engineering Foundation)

Research on the standardization of Ubiquitous Web services
    (2007.03 – 2007.10) / ETRI

Seoul Digital Center for Research & Development of Ubiquitous Computing Technologies: Development of an intelligent information object system for web-based data processing
    (2006.08 – 2008.07) / 서울연구원

Total Engineering Approach for Manufacturing Systems (TEAMS)
    (2006.05 – 2006.08) / Bayer Korea Inc.

Implementation of the event-based rule description language with Web services framework (WS-ECA)
    (2006.04 – 2006.11) / ETRI

A Formal model of a dynamic information processing system for ubiquitous environment
    (2006.03 – 2007.02) / 한양대학교
주요논문실적

국내논문

  1. Yerim Choi, Dongmin Shin, Jongheon Park. "Case-Based Reasoning Technique for Optimal Behavior Derivation of Unmanned Combat Aircraft." Published in Journal of Information Technology Architecture Research, volume 13, number 1, pages 161-168 in March 2016.

  2. Youngkwang Oh, Hwiyoung Han, Dongmin Shin, Dongchul Kim, Namhoon Kim. "Ontology-Based Adaptive ERP Module System Framework for Manufacturing Supply Chains." Published in Journal of the Korean Institute of Industrial Engineers, volume 41, number 4, pages 344-351 in August 2015.

  3. Yerim Choi, Seungwook Jeon, Jongheon Park, Dongmin Shin. "Modeling of Fighter Pilot Using dPCA-HMM." Published in the Journal of the Korean Society for Aeronautical & Space Sciences, volume 43, number 1, pages 23-32 in 2015.

  4. Yerim Choi, Seungwook Jeon, Jongheon Park, Dongmin Shin. "Modeling Pilot's Non-dynamic Behavior using Mixed Sequence Kernel." Published in the Journal of the Korean Society of Military Science and Technology, volume 17, number 6, pages 773-785 in 2014.

  5. Yerim Choi, Namyeon Kwon, Jusik Yoon, Jongheon Park, Hoguen Lee, Yongdeok Kim, Sungho Kim, Dongmin Shin. "BCI-Based Concentration Maintenance Ground Control Framework for Unmanned Aerial Vehicles." Published in EJIT, volume 12, number 1 in 2013.

  6. Jungyeon Kim, Jaehyung Ahn, Dongmin Shin, Yongma Moon. "Framework for Introducing and Utilizing Collaborative Support Systems in Small and Medium-Sized Manufacturing Enterprises." Published in IE Interfaces: Special Issue on Manufacturing Collaboration, volume 25, number 1, pages 13-20 in March 2012.

  7. Kangchan Lee, Joseph Oh, Dongmin Shin. "Design and Implementation of Mobile Web Applications using Standard Device APIs." Awarded with Outstanding Prize.

  8. Joseph Oh, Dongmin Shin. "Research on Service Conflict Detection and Resolution for IP-based Convergence Services." Published in IE Interface, volume 23, number 1, pages 24-34 in March 2010. (Recipient of the Best Master's Thesis Paper Award at the 2009 Fall Conference of the Korean Institute of Industrial Engineers)

  9. Kwangjae Kim, Yuseok Hong, Dongmin Shin, Namwook Cho, Jaeyoon Jung, Yeonhee Lee, Hayoung Park, Jungwan Hong, Wanmo Kang (Service Science Research Society). "Service Innovation Research: Framework and Research Directions." Published in the Journal of the Korean Institute of Industrial Engineers, volume 35, number 4, pages 226-247 in December 2009. (Recipient of the 20th Science and Technology Outstanding Paper Award from the Federation of Korean Science and Technology Societies, 2010)

  10. Jinkyu Nam, Seon Heo, Guksun Joo, Dongmin Shin. "Performance Analysis of Service Systems Providing Composite Services in Context-Aware Computing Environments." Published in the Journal of the Korean Institute of Industrial Engineers, volume 35, number 1, pages 51-57 in 2009. (Recipient of the Outstanding Paper Award in the Service Science field at the 2008 Fall Conference of the Korean Institute of Industrial Engineers)

  11. Jinkyu Nam, Hyunwoo Kim, Dongmin Shin, Jaeil Park. "Coordinator Development for Supporting Community Computing in Ubiquitous Environments." Published in the Journal of the Korean Institute of Industrial Engineers, volume 31, number 3, pages 43-51.

  12. Jinkyu Nam, Seon Heo, Hyun Lee, Dongmin Shin. "Information Processing Model for Providing Composite Services in Ubiquitous Environments." This paper is submitted to the Journal of the Korean Institute of Industrial Engineers.

  13. Hyunwoo Kim, Jinkyu Nam, Hyun Lee, Dongmin Shin. "Device Coordination using Context Ontology in Ubiquitous Web Application Environment." Published in Hanyang University Engineering and Technology Research Journal, volume 17, pages 39-48, in June 2008.

  14. Wonsuk Lee, Dongmin Shin, Kyucheol Lee. "Design and Implementation of WS-ECA Framework." Published in the Journal of the Korean Institute of Communication and Information Sciences, volume 11, number 8, pages 1612-1618 in 2007

해외논문

  1. Taejong Joo, Hyunyoung Jun, and Dongmin Shin, “Task Allocation in Human–Machine Manufacturing Systems Using Deep Reinforcement Learning,” Sustainability, 2022, 14, 2245.

  2. Jonghyuk Park, Jonghun Park, Dongmin Shin, and Yerim Choi, “A BCI Based Alerting System for Attention Recovery of UAV Operators,” Sensors, 2021, 21, 2447.

  3. Jaeseok Huh, Jonghun Park, Dongmin Shin, and Yerim Choi, “A Behavior Optimization Method for Unmanned Combat Aerial Vehicles Using Matrix Factorization,” IEEE Access,  vol. 8, no. 1, pp.100298-100307, 2020

  4. Yeonggwang Oh, Kasin Ransikabum, Moise Busogi, Dongmin Shin, Daeil Kwon, and Namhun Kim, “An Analysis of Quality Monitoring and Control System using Real-Time, Integrated Cost Effectiveness and Support Vector Machine,” Journal of Mechanical Science and Technology, vol. 33 no. 12, pp. 6009~6020, 2019.

  5. Gilseung Ahn, Sun Hur, and Dongmin Shin, “A Graphical Model to Diagnose Product Defects with Partially Shuffled Equipment Data,” Processes, vol. 7, 934, 2019,

  6. Taejong Joo and Dongmin Shin, “Formalizing Human-Machine Interaction and Specifications in Manufacturing Systems,” IEEE Transactions on Human Machine Systems, vol. 49, no. 6, pp. 529-539, 2019

  7. Jaeseok Huh, Jonghun Park, Dongmin Shin, and Yerim Choi, “A Hierarchical SVM Based Behavior Inference of Human Operators Using a Hybrid Sequence Kernel “, Sustainability, 11, 4836, 2019

  8. Taejong Joo, Minji Seo, and Dongmin Shin, “An adaptive approach for determining batch sizes using the hidden Markov model,” Journal of Intelligent Manufacturing, vol. 30, no. 2, pp. 917–932, 2019.

  9. Dongmin Shin, Mandeep Mittal, and Biswajit Sarkar, “Effects of human errors and trade-credit financing in a two-echelon supply chain model,” European Journal of Industrial Engineering, vol. 12, no. 4, pp. 465–503, 2018

  10. Yerim Choi, Jonghun Park, and Dongmin Shin, "A Semi-Supervised Inattention Detection Method Using Biological Signal," Annals of Operations Research, vol. 258, no. 1, pp 59–78, Nov. 2017.

  11. B. Sarkar, B. Shaw, M. Sarkar, T. Kim, D. Shin, "An integrated inventory model with variable transportation cost, two-stage inspection, and defective items," Journal of Industrial and Management Optimization, vol. 13, no. 2, pp 1975-1990, 2017.

  12. Dongmin Shin, Jeong-Yeon Kim, Geun-Ho Cho, and Sun Hur, "A model for determining optimal batch sizes of multi-featured products with probabilistic processing accuracies under quality and cost constraints," International Journal of Industrial Engineering: Theory, Applications and Practice, vol. 24, no. 1, pp. 1-11, 2017.

  13. Moise Busogi, Dongmin Shin, Hokyoung Ryu, and Namhun Kim, "Probabilistic Affordance-based Agent Modeling and Simulation in Emergency Evacuation," Safety Science, vol. 96, pp. 209-227, 2017.

  14. Sovan Samanta, Biswajit Sarkar, Dongmin Shin, and Madhumangal Pal, "Completeness and regularity of generalized fuzzy graph," SpringerPlus, vol. 5, no. 1, pp. 1979-1992, 2016.

  15. Dongmin Shin, Rekha Guchhait, Biswajit Sarkar, "Controllable lead time, service level constraint, and transportation discount in a continuous review inventory model," RAIRO - Operations Research, vol. 50, no. 4-5, pp. 921-934, 2016.

  16. Hokyung Ryu, Namhun Kim, Jangsun Lee, and Dongmin Shin, "An Affordance-based Model of Human Action Selection in a Human-Machine Interaction System with Cognitive Interpretations," International Journal of Human-Computer Interaction, vol. 32, no. 5, pp. 402-414, 2016.

  17. Sangwon Lee, Min-Jeong Kim, Jonghun Park, and Dongmin Shin, "Design Strategies for Idle Screens of Smartphones based on Service Usages," Human Factors and Ergonomics in Manufacturing & Service Industries, vol. 25, no. 4, pp. 409-427, 2015.

  18. Yerim Choi, Namyeon Kwon, Sungjun Lee, Yongwook Shin, Chuh Yeop Ryo, Jonghun Park, and Dongmin Shin, "Hypovigilance Detection for UCAV Operators Based on a Hidden Markov Model," Computational and Mathematical Methods in Medicine, vol. 2014, 2014.

  19. Dongmin Shin and Sun Hur, "Mathematical Model for Performance Analysis of a Context-aware Device with Composite Service," Mathematical and computer modelling, vol. 57, no. 3-4, pp. 684-692, 2013.

  20. Namhun Kim, Dongmin Shin, and Sun Hur, "A Model for Determining Optimal Batch Sizes for Product Quality Assurance with Material- and Process-induced Variability under Open Supply Chain Environments," Information-International interdisciplinary journal, vol. 15, no. 12(C), pp. 6043-6061, 2012.

  21. Jae-Yoon Jung, Jinsung Lee, Jihwan Jung, Sang-Kuk Kim, and Dongmin Shin, "Developing Collaborative Key Performance Indicators for Manufacturing Collaboration," International Journal of Industrial Engineering: Theory, Applications and Practice, vol. 19, issue 3, 2012.

  22. Ling Rothrock, Richard Wysk, Namhun Kim, Dongmin Shin, and Young-Jun Son, "A modelling formalism for human-machine cooperative systems," International Journal of Production Research, vol. 49, issue 14, 2011.

  23. Jaeyoon Jung, Kwanho Kim, Dongmin Shin, and Jonghun Park, "FlowWiki: A Wiki Based Platform for Ad-hoc Collaborative Workflows," Knowledge-Based Systems, 2011.

  24. Dongmin Shin, Sun Hur, Hyun Lee, Jingyu Nam, and Jaeyoon Jung, "An Analytical Model for Delivery Evaluation of Multimodal Contents in Pervasive Computing," Computers in Industry, vol. 61, issue 5, June 2010.

  25. Namhun Kim, Dongmin Shin, Richard A. Wysk, and Ling Rothrock, "Using Finite State Automata (FSA) for Formal Modeling of Affordances in Human-Machine Cooperative Manufacturing Systems," International Journal of Production Research, vol. 48, issue 5, March 2010.

  26. Seung-Kyun Han, Dongmin Shin, Jae-Yoon Jung, and Jonghun Park, "Exploring the Relationship between Keywords and Feed Elements in Blog Post Search," World Wide Web: Internet and Web Information Systems, vol. 12, issue 4, 2009.

  27. Haining Lee, Jaeil Park, Peom Park, and Dongmin Shin, "Specifying a WS-ECA Framework for Ubiquitous Web Services in Object-Process Methodology," International Journal of Digital Content Technology and its Applications, vol. 2, issue 1, 2008.

  28. Dongmin Shin, Richard A. Wysk, and Ling Rothrock, "A Stochastic Model for the Optimal Batch Size in Multi-Step Operations with Process and Product Variability," International Journal of Production Research, vol. 47, issue 14, 2009.

  29. Jaeil Park, Inbeom Park, Hyemi Hyun, and Dongmin Shin, "A Product Platform Development Method," Journal of Engineering Design, vol. 19, issue 6, 2008.

  30. Jaeil Park, Haining Lee, Peom Park, and Dongmin Shin, "Development of a WS-ECA Rule Management System for a Healthcare Robot," Lecture Notes in Computer Science, vol. 5068, 2008.

  31. Jingyu Nam, Hyunwoo Kim, Dongmin Shin, and Jaeil Park, "A Formal Model of Coordination for Supporting Community Computing in a Ubiquitous Environment," Lecture Notes in Computer Science, 2008.

  32. D. Shin, J. Y. Kim, M. S. Hallbeck, J. M. Haight, and M. C. Jung, "Ergonomic Hand Tool and Desk and Chair Development Process," International Journal of Occupational Safety and Ergonomics, 2008.

  33. Haining Lee, Jaeil Park, Peom Park, Myung-Chul Jung, and Dongmin Shin, "Dynamic Conflict and Resolution in the Ubiquitous Service System," Lecture Notes in Computer Science, July 2007.

  34. Sun Hur, Hyun Lee, and Dongmin Shin, "A Time-Constrained Information Processing Model in Ubiquitous Environments," ETRI Journal, August 2007.

  35. Dongmin Shin and Richard A. Wysk, "A Simulation Model of a Human as a Material Handling Task Performer with a Colored Petri Net Model," Journal of Systemics, Cybernetics, and Informatics, 2007.

  36. Dongmin Shin, Richard A. Wysk, and Ling Rothrock, "Formal Control-Theoretic Model of a Human-Automation Interactive Manufacturing System Control," International Journal of Production Research, October 2006.

  37. Dongmin Shin, Richard A. Wysk, and Ling Rothrock, "Investigation of a Human Material Handler on Part Flow in Automated Manufacturing Systems," IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, January 2006.

  38. Dongmin Shin, Richard A. Wysk, and Ling Rothrock, "Formal Model of Human Material-Handling Tasks for Control of Manufacturing Systems," IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, July 2006.

 

Photo

김병훈 [Kim, Byunghoon]

부교수

데이터 마이닝, PHM,
기술경영, 네트워크 분석

학력 2006년 동국대학교 통계학사
2008년 (미) Univ. of Columbia at NY 통계학 석사
2015년 (미) Univ. of Rutgers at NJ 산업 및 시스템공학 박사
주요 연구

창업 생태계의 수명단계에 따른 국가 간 창업 생태계의 공진화의 결정요인과 성과 연구
    (2024.06 - 2027.05) / (재)한국연구재단

산업인공지능제조혁신전문인력양성
    (2024.06 - 2029.02) / 한국산업기술진흥원

그래프 마이닝 기반의 B2B 시장 세분화와 예측 및 공급망 시각화 연구
    (2022.06 - 2025.02) / (재)한국연구재단

시장 분석 및 신규 거래처 발굴을 위한 기계학습 알고리즘 연구
    (2019.03 - 2022.02) / (재)한국연구재단

산업인공지능 전문인력양성사업
    (2020.03 - 2024.02) / 한국전자기술연구원

혁신데이터 인프라 구축 및 운영사업
    (2020.08 - 2020.12) / 한국전자기술연구원

기계학습 기반의 반도체 DRAM 웨이퍼의 불량패턴 분석을 위한 알고리즘 개발
    (2018.09.01 - 2019.10.31) / 한양대학교
주요논문실적

국내논문

  1. 송창용, 정영선, 김병훈*. Multi class data description 기반의 웨이퍼 빈 맵 불량 패턴 분류 및 신규 불량 패턴 검출방법. 대한산업공학회지, 48 (3), 298-309
  2. 윤주호, 추병하, & 김병훈*. (2021). 기계학습을 기반으로 한 자외선 경화형 도장의 부착성 불량 위험수준 정량화. 대한산업공학회지, 47(4), 406-413.
  3. 성태응, 이종택, 김병훈, 전승표, & 박현우. (2017). 실물옵션 기반 기술가치 평가모델 정교화와 변동성 유효구간에 관한 연구. 기술혁신학회지, 20(3), 732-753.


해외논문

  1. Ayat, M., Kim, B., & Kang, C. W.* (In Press). A new data mining-based framework to predict the success of private participation in infrastructure projects. International Journal of Construction Management, 1-9.
  2. Zubair, I. M., & Kim, B.* (2022) A group feature ranking and selection method based on dimension reduction technique in high-dimensional data. IEEE Access, 10, 125136-125147.
  3. Choi, M., Yoo, S.-H., Lee, J., Choi, J., & Kim, B.* (2022). A modified gamma/Gompertz/NBD Model for estimating technology lifetime. Scientometrics, 127, 5731-5751.
  4. Choi, J., Tosyali, A., Kim, B.*, Lee, H. S., & Jeong, M. K. (2022). A novel method for identifying competitors using a financial transaction network. IEEE Transactions on Engineering Management, 69(4), 845-860.
  5. Kim, B., Jeong, Y. S.*, & Jeong, M. K. (2021). New multivariate kernel density estimator for uncertain data classification. Annals of Operations Research, 303, 413-431.
  6. Tosyali, A., Choi, J., Kim, B.*, Lee, H., & Jeong, M. K.* (2021). A dynamic graph-based approach to ranking firms for identifying key players using inter-firm transactions. Annals of Operations Research, 303, 5-27.
  7. Choi, J., Kim, B.*, Han, C. H., Hahn, H., Park, H., Yoo, J., & Jeong, M. K. (2021). Methodology for assessing the contribution of knowledge services during the new product development process to business performance. Expert Systems with Applications, 167, 113860.
  8. Sardar, S. K., Sarkar, B., & Kim, B*. (2021). Integrating machine learning, radio frequency identification, and consignment policy for reducing unreliability in smart supply chain management. Processes, 9(2), 247.
  9. Kim, B., Jeong, Y. S., Tong, S. H., & Jeong, M. K.* (2020). A generalised uncertain decision tree for defect classification of multiple wafer maps. International Journal of Production Research, 58(9), 2805-2821.
  10. Lee, J., Kim, B., & Ahn, S.* (2019). Maintenance optimization for repairable deteriorating systems under imperfect preventive maintenance. Mathematics, 7(8), 716.
  11. Choi, J., Kim, B., Jeong, Y., Han, H., Yoo, J., & Jeong, M. K.* (2017). Data mining-based variable assessment methodology for evaluating the contribution of characteristics of knowledge services of a public research institute to business performance of firms. Expert Systems with Applications, 84, 37–48.
  12. Kim, B., Gazzola, G., Lee, J. M., Kim, Coh, B. Y., & Jeong, M. K.* (2017). Two phase edge outlier detection model for technology opportunity discovery. Scientometrics, 113(1), 1-16.
  13. Kim, B., Jeong, Y. S., Tong, S. H., Chang, I. K., & Jeong, M. K.* (2016). Step-down spatial randomness test for detecting abnormalities in DRAM wafers with multiple spatial maps. IEEE Transactions on Semiconductor Manufacturing, 29(1), 57-65.
  14. Rodriguez, A., Tosyali, A., Kim, B., Choi, J., Lee, J. M., Coh, B. Y., & Jeong, M. K.* (2016). Patent clustering and outlier ranking methodologies for attributed patent citation networks for technology opportunity discovery. IEEE Transactions on Engineering Management, 63(4), 426-437.
  15. Zhao, K., Xie, Y., Tsui, K. L., Wei, Q., Huang, W., Jiang, W., ... & Li, L. (2015). System informatics: from methodology to applications. IEEE Intelligent Systems, 30(6), 12-29.
  16. Rodriguez, A., Kim, B., Turkoz, M., Lee, J. M., Coh, B. Y., & Jeong, M. K.* (2015). New multi-stage similarity measure for calculation of pairwise patent similarity in a patent citation network. Scientometrics, 103(2), 565-581.
  17. Yoo, S. H., Kim, B., & Jeong, M. K.* (2015). Modelling of technology lifetime based on patent citation data and segmentation. Journal of the Operational Research Society, 66(3), 450-462.
  18. Rodriguez, A., Kim, B., Lee, J. M., Coh, B. Y., & Jeong, M. K.* (2015). Graph kernel based measure for evaluating the influence of patents in a patent citation network. Expert Systems with Applications, 42(3), 1479-1486.
  19. Kim, B., Jeong, Y.S.*, Tong, S.H., Chang, I.K. & Jeong, M.K. (2015). A regularized singular value decomposition-based approach for failure pattern classification on fail bit map in a DRAM wafer. IEEE Transactions on Semiconductor Manufacturing, 28(1), pp.41-49.
  20. Kim, B., Gazzola, G., Lee, J.M., Kim, D., Kim, K. & Jeong, M.K.* (2014). Inter-cluster connectivity analysis for technology opportunity discovery. Scientometrics, 98(3), pp.1811-1825.

 

Photo

서경민 [Seo, Kyungmin]

학과장/ 부교수

시뮬레이션, 디지털트윈,
사이버물리시스템, 시스템공학

학력 2006년 부산대학교 전자전기통신공학부 공학사
2008년 KAIST 전기및전자공학 석사
2015년 KAIST 전기및전자공학 박사
주요 연구

디지털트윈 기술 활용 도소매시장 물류이송로봇 시스템 개발
(물류이송로봇 운영 시뮬레이션 개발)
    (2023.03 - 2023.12) / KITECH(Korea Institute of Industrial Technology)

미래 스마트웨어 제조를 위한 마이크로팩토리 기반기술 개발(스마트웨어 디지털트윈 구축)
    (2023.03 - 2023.12) / KITECH

산업인공지능 전문인력양성사업
    (2022.03 - 2024.02) /  Hanyang University

함정 데이터 융합 의사결정 지원체계
(함정 경비구역 및 탐지성능 분석/예측/가시화 SW 개발)
    (2022.03 - 2023.06) / DAPA(Defense Acquisition Program Administration)

구축함 복합전 및 대OOO전 운용전술 연구
    (2021.07 - 2023.10) / ADD(Agency of Defense Development)

군집 무인수상정 운용기술 개발(체계연동 및 성능평가 SW 개발)
    (2019.12 - 2024.11) / ADD

스마트 LED 가로등 및 제어시스템의 프로토타이핑 시뮬레이션 기반 분석 연구
(통합 모니터링 시스템 및 운영 플랫폼 개발)
    (2022.10 - 2022.12) / KITECH

제조서비스 융합 인프라 활용 체계 고도화 연구(식품가공공장 시뮬레이션 분석 응용연구)
    (2022.05 - 2022.10) / KITECH

온라인 물류센터 운영 자동화 시뮬레이션
    (2022.03 - 2022.12) / Hanyang University

현장 데이터 기반의 제조서비스 융합 인프라 구축 사업
(통합 모니터링 시스템 및 운영 플랫폼 개발)
    (2021.10 - 2022.02) / KITECH

다종 스마트 모빌리티의 군집제어 평가를 위한 디지털트윈 구축
    (2021.06 - 2022.02) / NRF(National Research Foundation of Korea)

제조서비스 융합 인프라 활용 체계 고도화 연구
(유사환경 에뮬레이션 시스템을 활용한 AI기반 설비 고장진단 응용연구)
    (2021.10 - 2021.12) / KITECH

모빌리티의 자율주행 및 군집제어를 위한 CPS 교육훈련장비
    (2021.05 - 2021.12) / HRDI(Human Resources Development Institute)

무인 이송수단의 군집제어 알고리즘 검증을 위한 디지털트윈 SW 개발
    (2021.03 - 2021.11) / NRF

융합인재교육 프로그램 개발(디지털 신기술로 해결하는 실생활 문제 – AI와 SW)
    (2020.12 - 2021.02)
      / KOFAC(Korea Foundation for the Advancement of Science and Creativity)

지역 SW서비스 사업화 지원 사업
(군집제어 소프트웨어 국산화 및 검증용 디지털트윈 구축을 통한 OHT 상용화)
    (2020.01 - 2021.12) / NIPA(National IT Industry Promotion Agency)

유니티 기반 함정 데이터 3차원 가시화 SW 개발
    (2020.09 - 2020.12) / DSME(Daewoo Shipbuilding& Marine Engineering Co.)

융합인재교육(STEAM) 프로그램 개발
    (2020.08 - 2020.12) / KOFAC

군집 Cell 기반 바이러스 확산 시뮬레이션 SW 개발
    (2020.06 - 2020.12) / NRF

OHT의 작업할당을 위한 실시간 스케줄링 알고리즘 개발
    (2020.01 - 2020.06) / HuminTech Co.
주요논문실적

국내논문

  1. Hee-Mun Park, Hak-Jong Joo, Kyung-Min Seo, and Young Kyu Choi*, “Design and Implementation of Interface System for Swarm USVs Simulation Based on Hybrid Mission Planning,” Journal of the Korea Society for Simulation, vol. 31, no. 3, pp. 1–10, 2022.
  2. Mi Jang, Dongok Hwang, Seung Bin Park, and Kyung-Min Seo*, “STEAM Program Development for Voice Phishing prevention using Google Teachable Machine,” The Journal of Korean Association of Computer Education, vol. 24, no. 6, pp. 107–117, 2021.
  3. Hak-Jong Joo, Eun-Young Lim, and Kyung-Min Seo*, “STEAM Program Development for Career Exploration using VR Webtoon - Application of Contact·Untact Combined Education,” Journal of The Korean Association of Information Education, vol. 25, no. 4. pp. 653-664, 2021
  4. Bok-Ju Lee, Hee-Mun Park, Yong-Hwan Kwon, Kyung-Ah Han, and Kyung-Min Seo*, “Development of Real-Time Scheduling System for OHT Mission Planning,” KIPS Transactions on Computer and Communication Systems, vol. 10, no. 7, pp. 205–214, 2021.
  5. Bong Hu Kang*, Kyung-Min Seo, Byeong Soo Kim, and Tag Gon Kim, “Simulation-Based Analysis of C System in C3 System of Systems Via Machine-Learning Based Abstraction of C2 System,” Journal of the Korea Society for Simulation, vol. 27, no. 1, pp. 61–73, 2018.


해외논문

  1. Yong-Jae Kim, Hee-Mun Park, Sung Choi, and Kyung-Min Seo*, “Integrated Verification and Validation System Development for Combat System Engineering,” Defence Technology, in preparation, 2023.
  2. Hak-jong Joo and Kyung-Min Seo*, “Simulation modeling and analysis for naval composite warfare,” Defence Technology, in preparation, 2023.
  3. Bong-Gu Kang, Hak-Jong Joo, and Kyung-Min Seo*, “Discrete event simulation modeling and exploratory analysis for optimizing overhead hoist transports logistics in semiconductor manufacturing,” Journal of Computational Design and Engineering, in preparation, 2023.
  4. Hee-Mun Park, Mi Jang, Yong-Jae Kim, Hyun-Joo Jung, and Kyung-Min Seo*, “Design and Implementation of Data-Based Validation and Evaluation System for Combat System Engineering,” IEEE Access, under review, 2023.
  5. Dong-Chul Lee, Kyung-Min Seo, Hee-Mun Park, and Byeong Soo Kim*, “Simulation Testing of Maritime Cyber-Physical Systems: Application of Model-View-ViewModel,” Complexity, vol. 2022, Article ID 1742772, pp. 1-14, 2022.
  6. Bong Gu Kang, Hee-Mun Park, Mi Jang, and Kyung-Min Seo*, “Hybrid Model-Based Simulation Analysis on the Effects of Social Distancing Policy of the COVID-19 Epidemic,” International Journal of Environmental Research and Public Health, vol. 18, no. 21. pp. 1-17, 2021.
  7. Byeong Soo Kim, Seunghoon Nam, Yooeui Jin, and Kyung-Min Seo*, “Simulation Framework for Cyber-Physical Production System: Applying Concept of LVC Interoperation,” Complexity, vol. 2020, Article ID 4321873, pp. 1-11, 2020.
  8. Bong Gu Kang, Kyung-Min Seo*, and Tag Gon Kim, “Machine learning-based discrete event dynamic surrogate model of communication systems for simulating the command, control, and communication system of systems,” SIMULATION, vol. 95, no. 8. pp. 673–691, 2019.
  9. Bong Gu Kang, Kyung-Min Seo*, and Tag Gon Kim, “Model-Based Design of Defense Cyber-Physical Systems to Analyze Mission Effectiveness and Network Performance,” IEEE Access, vol. 7, pp. 42063–42080, 2019.
  10. Jung Hoon Kim, Kyung-Min Seo*, Tae-Eog Lee, and Bong-Wan Choi, “Achieving New Insights into Combat Engagement Analysis via Simulation-Based Sequential Experimentation,” Military Operations Research, vol. 23, no. 4, pp. 51-80, 2018.
  11. Kyung-Min Seo and Kwang-Phil Park*, “Interface Data Modeling to Detect and Diagnose Intersystem Faults for Designing and Integrating System of Systems,” Complexity, vol. 2018, Article ID 7081501, pp. 1-21, 2018.
  12. Bong Gu Kang, Kyung-Min Seo*, and Tag Gon Kim, “Communication Analysis of Network-Centric Warfare via Transformation of System of Systems Model into Integrated System Model Using Neural Network,” Complexity, vol. 2018, Article ID 6201356, pp. 1-16, 2018.
  13. Seon Han Cho, Kyung-Min Seo*, and Tag Gon Kim, “Accelerated Simulation of Discrete Event Dynamic Systems via a Multi-Fidelity Modeling Framework,” Applied Sciences, vol. 7, no. 10. pp. 1056, 2017.
  14. Kyung-Min Seo, Woowoung Hong*, and Tag Gon Kim, “Enhancing model composability and reusability for entity-level combat simulation: A conceptual modeling approach,” SIMULATION, vol. 93, no. 10, pp. 825–840, 2017.
  15. Kyung-Min Seo, Kwang-Phil Park*, and Bum-Jik Lee, “Achieving Data Interoperability of Communication Interfaces for Combat System Engineering,” IEEE Access, vol. 5, pp. 17938–17951, 2017.

 

Photo

오요셉 [Oh, Yosep]

조교수

심층강화학습, 스마트 제조,
비전 데이터를 활용한 산업인공지능,
3D 프린팅 기반 대량맞춤형생산

학력 2009년 한양대학교ERICA 정보경영공학과 학사
2011년 한양대학교 산업경영공학과 석사
2019년 뉴욕주립대(버팔로) 산업시스템공학 박사
경력

2023~현재 한양대학교 공학대학 산업경영공학과 조교수
2021~2023 경기대학교 소프트웨어경영대학 산업시스템공학전공 조교수
2019~2021 미국국립표준기술연구소(NIST) 초빙연구원
2019~2021 조지타운대학 박사후과정
2010~2015 한국생산기술연구원 연구원
주요 연구

 3D 프린팅 기반 제품설계/공정계획/운영관리를 위한 생산성 향상 방법론 개발
    (2021.09 - Present) / 과학기술정보통신부

공정상황별 운영 최적화를 지원하는 AI기반의 제조공정물류 최적화 기술 개발
    (2021.04 - 2022.12) / 산업통상자원부

K-ACE+: 스마트제조융합교육 특성화 사업
    (2021.09 - 2022.12) / 경기대학교

지능형 산업 데이터 분석 연구
    (2021.03 - 2023.02) / 경기도 GRRC

산업혁신인재 성장지원사업
    (2021.03 - 2023.02) / 산업통산자원
주요논문실적

해외논문

  1. Oh, Y., and Cho, Y.* (2022), "Scheduling of build and post processes for decomposed parts in additive manufacturing", Additive Manufacturing, Volume 59, Part B, 103164. (SCIE)
  2. Oh, Y., Sharp, M., Sprock, T., and Kwon, S.* (2021), "Neural Network-based Build Time Estimation for Additive Manufacturing: A Performance Comparison", Journal of Computational Design and Engineering, 8(5), 1243–1256. (SCIE)
  3. Oh, Y., Ko, H., Sprock, T., Bernstein, W. Z., and Kwon, S.* (2021), "Part Decomposition and Evaluation Based on Standard Design Guidelines for Additive Manufacturability and Assemblability," Additive Manufacturing, 37. (SCIE)
  4. Oh, Y.*, Witherell, P., Lu, Y., and Sprock, T. (2020), “Nesting and Scheduling Problems for Additive Manufacturing: A Taxonomy and Review,” Additive Manufacturing, 36. (SCIE)
  5. Oh, Y., Zhou, C., and Behdad, S.* (2020), “The Impact of Build Orientation Policies on the Completion Time in Two-Dimensional Irregular Packing for Additive Manufacturing,” International Journal of Production Research, 58(21), 2020. (SCIE)
  6. Oh, Y., Zhou, C., and Behdad, S.* (2018), “Part Decomposition and 2D Batch Placement in Single-machine Additive Manufacturing Systems,” Journal of Manufacturing Systems, 48, 131-139. (SCIE)
  7. Oh, Y., Zhou, C., and Behdad, S.* (2018), “Part Decomposition and Assembly-based (Re) Design for Additive Manufacturing: A Review,” Additive Manufacturing, 22, 230-242. (SCIE)
  8. Oh, Y. and Behdad, S.* (2017), “Simultaneous Reassembly and Procurement Planning in Assemble-to-Order Remanufacturing Systems,” International Journal of Production Economics, 184, 168–178. (SCIE)
 
Photo

Barde Stephane

조교수

신뢰성공학, PHM, 스마트제조,
인공지능응용, 설명가능한인공지능

학력 2014년 카이스트 산업및시스템공학과 학사
2017년 카이스트 산업및시스템공학과 석사
2021년 카이스트 산업및시스템공학과 박사
경력 2023~현재 한양대학교 공학대학 산업경영공학과 조교수
2021~2023 삼성전자 AI Group 책임연구원
2015 Ecole Polytechnique de Montreal 연구인턴
2014 한전자통신연구소 (ETRI) 연구인턴
주요 연구

강화학습 기반 유지보수 전략 최적화 방법론 분석 및 개발    (2023 - 2024) / 한양대학교

품질예측시스템 분석 및 개발    (2021 - 2023) / 삼성전자

LCD 데이터를 이용한 비전 검사 시스템 개발     (2019) / LG CNS

인공지능 기반 FAB 운영 시스템 개발    (2017 - 2019) / 한국연구재단
주요논문실적

국내논문

  1. 최재훈, Barde Stephane, 김주현. (2014). 헬스케어와 사물인터넷 융합기술 동향. 한국통신학회지(정보와통신), 31(12), 10-16.       

 

해외논문

  1. Barde, Stephane, Ko, Young Myoung, & Shin, Hayong. (2022). General EM algorithm for fitting non-monotone hazard functions from truncated and censored observations. Operations Research Letters, 50(5), 476-483. (SCIE)
  2. Kim, Namyoung, Barde, Stephane, Bae, Kiuk, & Shin, Hayong. (2021). Learning per-machine linear dispatching rul e for heterogeneous multi-machines control. International Journal of Production Research, 1-21. (SCIE)
  3. Barde, Stephane, Ko, Young Myoung, & Shin, Hayong. (2020). Fitting Discrete Phase-type Distribution from Censored and Truncated Observations with Pre-specified Hazard Sequence. Operations Research Letters, 48 (3), 233-239. (SCIE)
  4. Barde, Stephane, Yacout, Soumaya, & Shin, Hayong. (2019). Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks. Journal of Intelligent Manufacturing, 30 (1), 147-161. (SCIE)
  5. Barde, Stephane, Shin, Hayong, & Yacout, Soumaya. (2016, September). Opportunistic preventive maintenance strategy of a multi-component system with hierarchical structure by simulation and evaluation. In 2016 IEEE 21st International Conference on Emerging Technologies and Factory Automation (ETFA) 

 

Photo

김현준 [Kim, Hyunjoon]

조교수

물류 및 공급망 최적화,
스케줄링 및 공정 최적화,
강화학습 분야 응용

학력 2016년 포항공과대학교 수학과 학사
2022년 포항공과대학교 산업경영공학과 박사
경력 2023.09~현재 한양대학교 공학대학 산업경영공학과 조교수
2023.03~2023.08 가천대학교 공과대학 산업공학전공 조교수
2022.03~2023.02 삼성전자 생산 IT 그룹 책임연구원
주요 연구

제조시스템 최적화를 위한 대기 시간 제약이 있는 다구간 스케줄링 알고리즘 개발
    (2023.09.01 - 2024.08.31) / 한양대학교

반도체 초박판 Wafer의 TTV 개선 및 Handling(파손방지)를 위한 InLine 시스템 개발
    (2023.03 - 2023.08) / 가천대학교
주요논문실적

국내논문

  1. Ryu, H., Kim, B.-I.*, Song, M., Kim, H., Lee, D., Lee, S., Shin, J., Yoo, Y., Kim, S., & Lee, H. (2022). Optimization of hydrogen refueling stations deployment and supply chain networks: current status and research suggestions. Journal of the Korean Institute of Industrial Engineers, 48(2), 211-226.

 

해외논문

  1. Ryu, H., Lee, D.,  Shin, J., Song, M.*, Lee, S., Kim, H., & Kim, B.-I. (2023). A web-based decision support system (DSS) for hydrogen refueling station location and supply chain optimization. International Journal of Hydrogen Energy.
  2. Lee, M., Hong, J., Kim, H., Bang, I., Lee, K.*, Kim, B.-I., & Kim, J. (2023). An integrated batching problem for steel plate manufacturing with bi-strand casting. International Journal of Production Research. 61(3), 955-978.
  3. Kim, H., & Kim, B.-I.* (2022). Hybrid Dynamic Programming with Bounding Algorithm for Multi-profit Orienteering Problem. European Journal of Operational Research. 303(2), 550-566.
  4. Kim, H., & Kim, B.-I.* (2022). Optimal sequence for single server scheduling incorporating a rate-modifying activity under job-dependent linear deterioration. European Journal of Operational Research, 298(2), 439-550. 
  5. Kim, H., Kim, B.-I.*, & Thiel, D. (2021). Exact algorithms for incremental deployment of hydrogen refuelling stations. International Journal of Hydrogen Energy, 46(56), 28760-28774. https://doi.org/10.1016/j.ijhydene.2021.06.104.
  6. Kim, H., Kim, B.-I.*, & Noh, D.-J. (2020). The Multi-profit Orienteering Problem. Computers & Industrial Engineering, 149, 106808.
  7. Kim, H., Eom, M., & Kim, B.-I.* (2020). Development of Strategic Hydrogen Refueling Station Deployment Plan for Korea. International Journal of Hydrogen Energy, 45(38), 19900-19911.
  8. Lee, S.1, Kim, H.1, Kim, B.-I.*, Song, M., Lee., & Ryu, H. (2023). Site and Capacity Selection for On-Site Production Facilities in a Nationwide Hydrogen Supply Chain Deployment Plan. International Journal of Hydrogen Energy. 50(B), 968-987. [1 These two authors contributed equally to this work.]

 

경기도 안산시 상록구 한양대학로 55, 5공학관 534호 인터렉션 시스템연구실
TEL: 031-400-5120
EMAIL: kbk960312@hanyang.ac.kr
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