• Title/Summary/Keyword: Assign job

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Heuristic algorithm to assign job in inspection process (검사공정의 작업배분을 위한 휴리스틱 알고리즘 개발)

  • Lee, Seog-Hwan;Park, Seung-Hun
    • Journal of the Korea Safety Management & Science
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    • v.10 no.3
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    • pp.253-265
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    • 2008
  • In this paper, we developed a heuristic algorithm to assign job to workers in parallel line inspection process without sequence. Objective of assigning job in inspection process is only to assign job to workers evenly. But this objective needs much time and effort since there are many cases in assigning job and cases increase geometrically if the number of job and worker increases. In order to solve this problem, we proposed heuristic algorithm to assign job to workers evenly. Experiments of assigning job are performed to evaluate performance of this heuristic algorithm. The result shows that heuristic algorithm can find the optimal solution to assign job to workers evenly in many type of cases. Especially, in case there are more than two optimal solutions, this heuristic algorithm can find the optimal solution with 98% accuracy.

Performance improvement of heuristic algorithm to assign job in parallel line inspection process (병렬라인 검사공정의 작업배분을 위한 휴리스틱 알고리즘의 성능 개선)

  • Park, Seung-Hun;Lee, Seog-Hwan
    • Journal of the Korea Safety Management & Science
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    • v.14 no.1
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    • pp.167-177
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    • 2012
  • In this paper, we raised the performance of heuristic algorithm to assign job to workers in parallel line inspection process without sequence. In previous research, we developed the heuristic algorithm. But the heuristic algorithm can't find optimal solution perfectly. In order to solve this problem, we proposed new method to make initial solution called FN(First Next) method and combined the new FN method and old FE method using previous heuristic algorithm. Experiments of assigning job are performed to evaluate performance of this FE+FN heuristic algorithm. The result shows that the FE+FN heuristic algorithm can find the optimal solution to assign job to workers evenly in many type of cases. Especially, in case there are optimal solutions, this heuristic algorithm can find the optimal solution perfectly.

Scheduling for Parallel Machines with Family Setup Times (패밀리 셋업이 존재하는 병렬기계 일정계획 수립)

  • Kwon Ick-Hyun;Shin Hyun-Joon;Eom Dong-Hwan;Kim Sung-Shick
    • Journal of the Korean Operations Research and Management Science Society
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    • v.30 no.1
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    • pp.27-41
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    • 2005
  • This paper considers identical parallel machine scheduling problem. Each job has a processing time. due date. weight and family type. If a different type of job is followed by prior job. a family setup is incurred. A two phased heuristic is presented for minimizing the sum of weighted tardiness. In the first phase. using roiling horizon technique. group each job into same family and schedule each family. In the second phase. assign each job to machines using schedule obtained in the first phase. Extensive computational experiments and comparisons among other algorithms are carried out to show the efficiency of the proposed algorithm.

Task Assignment Model for Crowdsourcing Software Development: TAM

  • Tunio, Muhammad Zahid;Luo, Haiyong;Wang, Cong;Zhao, Fang;Gilal, Abdul Rehman;Shao, Wenhua
    • Journal of Information Processing Systems
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    • v.14 no.3
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    • pp.621-630
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    • 2018
  • Selection of a suitable task from the extensively available large set of tasks is an intricate job for the developers in crowdsourcing software development (CSD). Besides, it is also a tiring and a time-consuming job for the platform to evaluate thousands of tasks submitted by developers. Previous studies stated that managerial and technical aspects have prime importance in bringing success for software development projects, however, these two aspects can be more effective and conducive if combined with human aspects. The main purpose of this paper is to present a conceptual framework for task assignment model for future research on the basis of personality types, that will provide a basic structure for CSD workers to find suitable tasks and also a platform to assign the task directly. This will also match their personality and task. Because personality is an internal force which whittles the behavior of developers. Consequently, this research presented a Task Assignment Model (TAM) from a developers point of view, moreover, it will also provide an opportunity to the platform to assign a task to CSD workers according to their personality types directly.

Dynamic Scheduling of FMS Using a Fuzzy Logic Approach to Minimize Mean Flow Time

  • Srinoi, Pramot;Shayan, Ebrahim;Ghotb, Fatemeh
    • Industrial Engineering and Management Systems
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    • v.7 no.1
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    • pp.99-107
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    • 2008
  • This paper is concerned with scheduling in Flexible Manufacturing Systems (FMS) using a Fuzzy Logic (FL) approach. Four fuzzy input variables: machine allocated processing time, machine priority, machine available time and transportation priority are defined. The job priority is the output fuzzy variable, showing the priority status of a job to be selected for the next operation on a machine. The model will first select the machines and then assign operations based on a multi-criteria scheduling scheme. System/machine utilization, minimizing mean flow time and balancing machine usage will be covered. Experimental and comparative tests indicate the superiority of this fuzzy based scheduling model over the existing approaches.

Review for Retrospective Exposure Assessment Methods Used in Epidemiologic Cancer Risk Studies of Semiconductor Workers: Limitations and Recommendations

  • Park, Donguk
    • Safety and Health at Work
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    • v.9 no.3
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    • pp.249-256
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    • 2018
  • This article aims to provide a systematic review of the exposure assessment methods used to assign wafer fabrication (fab) workers in epidemiologic cohort studies of mortality from all causes and various cancers. Epidemiologic and exposure-assessment studies of silicon wafer fab operations in the semiconductor industry were collected through an extensive literature review of articles reported until 2017. The studies found various outcomes possibly linked to fab operations, but a clear association with the chemicals in the process was not found, possibly because of exposure assessment methodology. No study used a tiered assessment approach to identify similar exposure groups that incorporated manufacturing era, facility, fab environment, operation, job and level of exposure to individual hazardous agents. Further epidemiologic studies of fab workers are warranted with more refined exposure assessment methods incorporating both operation and job title and hazardous agents to examine the associations with cancer risk or mortality.

A Study for the Container Job-scheduleing using Advanced Clover Algorithm (개선된 클로버 알고리즘를 이용한 컨테이너 작업 스케쥴링에 관한 연구)

  • Kwon, Jang-Woo;Hong, Jun-Eui
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.11 no.10
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    • pp.1999-2007
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    • 2007
  • This article describes advanced clover algorithm for effective loading and unloading of containers using stackers position data in a yard. The job scheduling must rely on job assign of stackers and position data processing to dynamically allocate stackers, and maintain multiple job processing, all based on task requirements. A stacker tracking using GPS and GIS is an essential capability and is used as yard loading and unloading process improvement for yard management. After estimating position of stackers in a yard the raper describes advanced clover algorithm and other techniques for monitoring loading and unloading of individual containers as well as combinatorial stacker load balancing problems such as estimating load of each stackers. Results from simulations and experimental implementations have demonstrated that the suggested approaches are efficient in stacker management.

Retrospective Exposure Assessment of Wafer Fabrication Workers in the Semiconductor Industry (반도체 웨이퍼 가공 공정 역학 조사에서 과거 노출 평가 방법 고찰)

  • Park, Dong-Uk
    • Journal of Environmental Health Sciences
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    • v.37 no.1
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    • pp.12-21
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    • 2011
  • The objective of this study is to review retrospective exposure assessment methods used in wafer fabrication operations to determine whether adverse health effects including mortality or cancer incidence are related to employment in particular work activities and to recommend an appropriate approach for retrospective exposure assessment methods for epidemiological study. The goal of retrospective exposure assessment for such studies is to assign each study subject to a workgroup in such a way that differences in exposure within the workgroups are minimized, as well as to maximize the contrasts in exposure between workgroups. To reduce the misclassification of exposure and to determine if adverse health effects including mortality or cancer incidence are related to particular work activities of wafer fabrication workers, a minimum requirement of work history information on the wafer manufacturing eras, job and department at which they were exposed should be assessed. Retrospective assessment of the task that semiconductor workers performed should be conducted to determine not only the effect of a particular job on the development of adverse health effects including mortality or cancer incidence, but also to adjust for the healthy worker effect. In order to identify specific hazardous agents that may cause adverse health effects, past exposure to a specific agent or agent matrices should also be assessed.

Implementation of a Gesture Recognition Signage Platform for Factory Work Environments

  • Rho, Jungkyu
    • International Journal of Internet, Broadcasting and Communication
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    • v.12 no.3
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    • pp.171-176
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    • 2020
  • This paper presents an implementation of a gesture recognition platform that can be used in a factory workplaces. The platform consists of signages that display worker's job orders and a control center that is used to manage work orders for factory workers. Each worker does not need to bring work order documents and can browse the assigned work orders on the signage at his/her workplace. The contents of signage can be controlled by worker's hand and arm gestures. Gestures are extracted from body movement tracked by 3D depth camera and converted to the commandsthat control displayed content of the signage. Using the control center, the factory manager can assign tasks to each worker, upload work order documents to the system, and see each worker's progress. The implementation has been applied experimentally to a machining factory workplace. This flatform provides convenience for factory workers when they are working at workplaces, improves security of techincal documents, but can also be used to build smart factories.

Real-time Scheduling of Scrap Disposal using Multi-Pass Simulation in Steel Industry (Multi-Pass 시뮬레이션을 이용한 제철소 구내의 스크랩 운송 실시간 스케줄링)

  • Lee, Tae-Ha;Park, Sung-Sik;Cho, Hyun-Bo
    • IE interfaces
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    • v.11 no.1
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    • pp.119-129
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    • 1998
  • The relative importance of Logistics in steelworks industry is rather higher among other business activities. The objective of the paper is to propose the methodology for real-time vehicle scheduling for scrap disposal in the steelworks industry. Currently, the rule necessary to assign vehicles to a specific job is strictly fixed. The paper adopts the multi-pass rule selector (MPRS) that suggests a promising rule used for vehicle dispatching for a period of time. The MPRS is regularly invoked if necessary and then evaluates a set of rule candidates to select the best rule with respect to the system performance criteria. The experiment shows that the proposed approach outperforms the current single-pass strategy.

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