• Title/Summary/Keyword: 최적화 프로세스

Search Result 339, Processing Time 0.029 seconds

A Study on the Development of a Mid-term Scheduling System for Shipbuilding Using ILOG (ILOG를 이용한 조선 중일정계획 시스템 개발에 관한 연구)

  • 우상복;김상훈;한형상;김기동;김훈주
    • Proceedings of the Korea Society for Simulation Conference
    • /
    • 2001.05a
    • /
    • pp.143-143
    • /
    • 2001
  • 조선 산업에서의 이익 극대화를 위해서는, 공기 단축을 통한 매출 증대, 주어진 생산 자원(인력, 설비 등)의 효율적인 이용을 통한 생산비 절감이 필수적인 사안이다. 다시 말하면, 효율적인 자원의 이용으로 선박의 건조 공기를 줄임으로써 조선 산업에서의 이익 극대화를 도모할 수 있고 이는 효과적인 생산 계획과 관리를 통해 얻을 수 있다. 조선 산업에서의 생산 계획과 관리는 내업, 선행, 선내 등 선박 건조의 전 과정에서 이루어지고 있는데, 조선 산업은 타 산업에 비해 환경변화에 따른 단기간의 불확실성은 비교적 적은 반면에, 가공, 절단, 조립, 의장, 도장, 선행탑재, 탑재, 안벽 작업 등 다단계 제조 프로세스가 장기간에 걸쳐 상당히 복잡하게 구성되어 있다. 또한, 유연하게 적용할 수 있는 인적자원과 공정순서, 그리고 각종 시간적 공간적 자원 제약 등으로 인하여 효과적이고 일관된 생산 계획을 신속하게 수립하기가 어려울 뿐만 아니라, 주문 생산 방식이기 때문에 정확한 일정계획 데이터의 생성도 어려운 실정이다. 본 연구는, 조선의 혁신적인 생산관리 능력 향상을 지원하기 위한 "조선 통합 생산계획 시스템 개발" 에 관련된 연구이다. 본 연구에서는 조선 생산계획에 적합한 일정계획 방법론 및 엔진 소프트웨어를 활용하고 총체적인 생산계획 및 일정계획 업무의 개념 재정립을 통하여, 통합 최적화를 실시간에 지원하는 조선 최적 일정계획 시스템 구축에 궁극적인 목적을 두고 있다. 이를 위해 본 연구에서는 조선 프로세스와 일정계획 업무규칙을 분석하고 이를 바탕으로 "조선 최적 일정계획 시스템"을 개발하였다. 조선 최적 일정계획 시스템은 블록, PE, 탑재, 선내 단계의 일정계획 최적화와 What-if Simulation을 지원하기 위하여 ILOG Solver/scheduler로 구현하였으며, 구현된 시스템에 대해 실제 계획에서 사용하는 데이터를 대상으로 다양한 최적화 기능에 대한 실험을 실시하였다. 실제 데이터를 이용한 실험결과, 풀이시간과 최적해 측면 모두에서 비교적 만족할 만한 결과를 보여주었다.교적 만족할 만한 결과를 보여주었다.

  • PDF

Simulation-based Optimal Design Method for the Train Overhaul Maintenance Facility (열차 중수선 시설의 최적 설계를 위한 시뮬레이션 분석 방법)

  • Um, In-Sup;Jeong, Soo-Dong;Oh, Jung-Hun;Lee, Hong-Chul
    • Journal of the Korean Society for Railway
    • /
    • v.12 no.2
    • /
    • pp.291-301
    • /
    • 2009
  • This paper presents the optimal design and analysis method of the train overhaul maintenance facility based on the simulation. Because the train is composed of a coach or more, we design the simulation model after analyzing the operation of train into train, coach, coach's body parts and wheel parts and soon. In simulation analysis, we consider the critical (dependent) factors and design (independent) parameters for the selection of alternatives and optimal design. Therefore, Multi Criteria Decision Making (MCDM) is proposed for the selection of alternatives and optimal method in order to find the optimal design factors. The case study for the above approach is used for the electronic locomotive overhaul maintenance facility. This paper provides a comprehensive framework for the train overhaul maintenance facility design using the simulation, MCDM and optimal methods. Therefore, the method developed for this research can be adopted for other enhancements in different but comparable situation.

Performance Reengineering of Embedded Real-Time Systems (내장형 실시간 시스템의 성능 개선을 위한 리엔지니어링 기법)

  • 홍성수
    • Journal of KIISE:Computer Systems and Theory
    • /
    • v.30 no.5_6
    • /
    • pp.299-306
    • /
    • 2003
  • This paper formulates a problem of embedded real-time system re-engineering, and presents its solution approach. Embedded system re-engineering is defined as a development task of meeting performance requirements newly imposed on a system after its hardware and software have been fully implemented. The performance requirements nay include a real-time throughput and an input-to-output latency. The proposed solution approach is based on a bottleneck analysis and nonlinear optimization. The inputs to the approach include a system design specified with a process network and a set of task graphs, task allocation and scheduling, and a new real-time throughput requirement specified as a system's period constraint. The solution approach works in two steps. In the first step, it determines bottleneck precesses in the process network via estimation of process latencies. In the second step, it derives a system of constraints with performance scaling factors of processing elements being variables. It then solves the constraints for the performance staling factors with an objective of minimizing the total hardware cost of the resultant system. These scaling factors suggest the minimal cost hardware upgrade to meet the new performance requirement. Since this approach does not modify carefully designed software structures, it helps reduce the re-engineering cycle.

Cost Management Optimization Based on RPA for Management Accounting (관리회계실행을 위한 RPA기반 원가관리 최적화 방안)

  • Kim, Kyung-ihl
    • Journal of Convergence for Information Technology
    • /
    • v.10 no.5
    • /
    • pp.8-15
    • /
    • 2020
  • Due to the advance of artificial intelligence, wide use of RPA(Robotic Process Automation) became inevitable. The purpose of this study is to seek cost management optimization based on RPA which has automatic collection of cost information, timeliness and flexibility. The cost management system based on RPA will be able to optimize and improve the cost management process through the cross-system of cost information recognition and the cloud platform. Following the review of previous researches on the benefit of the RPA-related technology along with the investigation on the problems of current cost management system, this study will suggest a way to adopt RPA to optimize cost management system for the implement of strategic management accounting to support management decision making.

Design Process Suggestion of Vibrotactile Interface applying Haptic Perception Factor Analysis (햅틱 인지 요인 분석을 적용한 진동 촉감 인터페이스 설계 프로세스 제안)

  • Heo, Yong-Hae;Kim, Seung-Hee
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.21 no.5
    • /
    • pp.79-87
    • /
    • 2021
  • This study suggests a design process for vibrotactile interface that can apply haptic perception factors reflecting human tactile mechanisms. This process consists of 4 stages: the haptic sense requirement analysis stage, the haptic element analysis stage, the haptic perception factor analysis stage, the haptic requirement detailed design, and the prototype implementation stage. The advantage of this design process is that unnecessary tasks can be excluded in deriving and implementing user requirements, by applying haptic perception factor analysis, and the biggest feature is that research results on ergonomic mechanisms can be reflected in the haptic design, completes prototype development simultaneously while determining the haptic requirements statement by performing user evaluation, usability testing, and haptic feature optimization tasks simultaneously. This design process includes all stages from user requirements to haptic function detailed design and prototype implementation, so it is expected that general developers who lack expertise in haptic will also be able to design user-centered designs, enabling design and implementation of haptic functions at a certain level.

Establishment of Collaborative Decision Making Support Process in Pre-Final Design Step (건축 중간설계단계의 협력 의사결정 지원 프로세스 구축)

  • Oh Seung-Jun;Kwon Won;Kim kyung-Sik;Chun Jae-Youl
    • Proceedings of the Korean Institute Of Construction Engineering and Management
    • /
    • autumn
    • /
    • pp.315-318
    • /
    • 2003
  • In Korea construction project case, architectural construction project is curtailed production because information network process within multidisciplinary isn't smooth. Particularly, the construction is not insufficient about performance, cost and material, construction process, etc. in result various question arises because of design error in construction step. And various mistake is made because communication path within multidisciplinary isn't smooth in architectural design and design change process. Therefore The final object of this study is to propose the establishment method of decision support process for the cooperative design in order to provides improved design coordination and optimize the building system.

  • PDF

Usage Pattern Analysis and Comparative Analysis among User Groups of Web Sites Using Process Mining Techniques (프로세스 마이닝을 이용한 웹 사이트의 이용 패턴 분석 및 그룹 간 비교 분석)

  • Kim, Seul-Gi;Jung, Jae-Yoon
    • The Journal of Bigdata
    • /
    • v.2 no.2
    • /
    • pp.105-114
    • /
    • 2017
  • Today, many services are supported on the web sites. Analysis of usage patterns of web site visitors is very important to optimize the use and efficiency of the web sites. In this study, analysis of usage patterns and comparative analysis of user groups were conducted by analyzing web access log provided by BPI Challenge 2016. This data provides access logs to the web site in the IT system of a Dutch Employee Insurance Agency (UWV). The customer information, and the click data describing the customers' behavior when using the agency's web site. In this study, we use process mining techniques to analyze the usage patterns of customers and the characteristics of customer groups, and ultimately improve the service quality of customers using web services.

  • PDF

The Role of Service Concept in the Service Development Process (서비스 디자인 프로세스에서의 서비스 컨셉의 역할)

  • Ahn, Yeon S.
    • Journal of Service Research and Studies
    • /
    • v.4 no.1
    • /
    • pp.123-132
    • /
    • 2014
  • In this study, the service concept was explained, which could be applied to the development process of new service in service design specially. The service concept has the important role in decision making in the service planning stage as to the new strategic service development or service remodelling. This service concept is very useful for customized operational planning or service recovery through the combination of various service element, and for reviewing the possibility of service's success as of customer's acceptance related to business model throughout the service concept test. Finally, in this study, some models are suggested that the service development model including the service concept, also the test model about service concept in the process of service development.

  • PDF

Design and Implementation of Management Planning System based on Rolling Forecasting (Rolling Forecasting 기반의 경영계획시스템 설계와 구현)

  • Shin Eui-Jae;Kim Jin-Woo
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2006.05a
    • /
    • pp.517-520
    • /
    • 2006
  • 기업내부의 최적화를 위하여 도입 된 ERP 는 급변하는 경영환경을 반영하여 전략적 수단으로 기능하는데 까지 발전하여 왔으며, 현재에는 다른 시스템이나 경영 도구들과의 연계성이 더욱 강조되고 있다. 특히 확장된 ERP 의한 영역인 SEM(Strategic Enterprise Management)은 각 기업들이 성과평가와 시나리오 경영 등 최신 경영도구들의 본격적인 도입으로 각광받고 있으며, 경영계획 및 시뮬레이션(BPS : Business Planning & simulation), 경영 통합 및 소싱(BCS : Business Consolidation & Sourcing), 기업실적 모니터(CPM : Corporate Performance Monitor), 이해당사자 관계관리(SRM : Stakeholder Relationship Management) 등의 세부 시스템으로 구성된다. 특히 경영계획 시스템은 개선된 경영계획 프로세스 모델과 시뮬레이션을 바탕으로 구현될 수 있으며, 본 논문에서는 경영계획 프로세스 모델을 바탕으로 이를 시스템화 하기 위한 경영계획 시뮬레이션 시스템 아키텍처와 User Interface를 제안하였다.

  • PDF

A Study on optimal Digital design Process of spatial Form Modeling (공간 모델링에 있어서 디지털 디자인 프로세스의 최적화 방안 연구)

  • Ahn, Youn;Lyu, Ho-Chang
    • Proceedings of the Korean Institute of Interior Design Conference
    • /
    • 2006.11a
    • /
    • pp.54-57
    • /
    • 2006
  • The digital modeling process is visualization of designer's specific intension in digital virtual space by constructing computer and information system that fits the designer's intension and morphological characteristic of the space that to be modeled. Digital Modeling Process has been brought to attention for it's design efficiency and potentialities as new creative tool. The effect of DMP, in spacial design process has been grown from simply providing a ways to visualize designer's idea toward utilizing modeling data for real construction which includes architectural and constructional material. The purpose of this study is to find optimal methodological answers to spatial design process that is improved and specialized due to rapid improvement of digital media.

  • PDF