Machine -Cell Location Problems for Multiproduct Flowlines.

Jobs (parts) and machines are usually grouped into part-families and machinecells in a flexible, cellular manufacturing system to minimize the flows of all work-inprocesses (WTP). As a result of this grouping, some parts may need processing on some machines that are not in their own cells. The parts requiring machines in other cells are called ‘exceptional parts,' and the corresponding machines are called ‘bottleneck machines' Usually, there are two ways to deal with this inter-cell flow problem: using a material handling system to move the exceptional parts among the cells or duplicating the bottleneck machine(s) for the corresponding exceptional part(s). The objective of this research is to minimize the total costs of these inter-cell flows. A two-phase procedure, machine-cell location (MCL) and duplication of bottleneck machines (DBM), is presented in this research to achieve this goal. The MCL problem covers both one­ dimensional layout and two-dimensional layout, especially dealing with one-dimensional equidistant (IDE), one-dimensional non-equidistant (1DNE) and two-dimensional nonequidistant (2DNE) machine-cell location problems. All versions of the MCL problem fall under the general class of quadratic assignment problem (QAP) which is NP-hard and it is difficult to solve a large problem optimally. The DBM problem, which arises as a natural extension to the MCL problem, may be classified as an integer linear programming (ILP) problem and a solution to it may provide an alternative way to reduce the total inter-cell flow costs. The IDE problem is solved first by using a simple depthfirst heuristic (SDH) which is later modified to a directional decomposition heuristic (DDH) for a better quality of solution. The directional decomposition of inter-cell flow,

[1]  Yadolah Dodge,et al.  Mathematical Programming In Statistics , 1981 .

[2]  M. S. Akturk,et al.  Part-machine grouping using a multi-objective cluster analysis , 1996 .

[3]  R. Selvam,et al.  Algorithmic grouping of operation sequences , 1985 .

[4]  Ying-Chin Ho,et al.  Two sequence-pattern, matching-based, flow analysis methods for multi-flowlines layout design , 1993 .

[5]  Bhaba R. Sarker,et al.  The amoebic matrix and one-dimensional machine location problems , 1990 .

[6]  David Sinriech,et al.  OSL—optimal single-loop guide paths for AGVS , 1992 .

[7]  Gary L. Hogg,et al.  Backtracking and its Amoebic Properties in One-dimensional Machine Location Problems , 1994 .

[8]  Georges Abdul-Nour,et al.  Physically reconfigurable virtual cells: a dynamic model for a highly dynamic environment , 1995 .

[9]  Hanif D. Sherali,et al.  A flexible, polynomial-time, construction and improvement heuristic for the quadratic assignment problem , 1986, Comput. Oper. Res..

[10]  Chao-Hsien Chu Cluster analysis in manufacturing cellular formation , 1989 .

[11]  James F. Cox,et al.  Multiple criteria approach to the facilities layout problem , 1985 .

[12]  Chang Wan Kim,et al.  Operational control of a bidirectional automated guided vehicle system , 1993 .

[13]  Pius J. Egbelu,et al.  Dynamic relative positioning of AGVs in a loop layout to minimize mean system response time , 1996 .

[14]  Jun Wang,et al.  Formation of machine cells and part families: A modified p-median model and a comparative study , 1997 .

[15]  Nancy Lea Hyer,et al.  Procedures for the part family/machine group identification problem in cellular manufacturing , 1986 .

[16]  Federico Malucelli,et al.  A New Lower Bound for the Quadratic Assignment Problem , 1992, Oper. Res..

[17]  J. King,et al.  Machine-component group formation in group technology: review and extension , 1982 .

[18]  M.-L. Li,et al.  The multi-dimensional aspects of a group technology algorithm , 1997 .

[19]  Gang Yu,et al.  Optimal algorithms for row layout problems in automated manufacturing systems , 1995 .

[20]  Zvi Drezner,et al.  DISCON: A New Method for the Layout Problem , 1980, Oper. Res..

[21]  Allan S. Carrie,et al.  A design technique for the layout of multi-product flowlines , 1986 .

[22]  Pius J. Egbelu,et al.  Material flow control in AGV/unit load based production lines , 1988 .

[23]  John McAuley,et al.  Machine grouping for efficient production , 1972 .

[24]  P. Verma,et al.  A sequence-based materials flow procedure for designing manufacturing cells , 1995 .

[25]  Hamid Seifoddini,et al.  Improving the performance of cellular manufacturing by a dynamic part assignment approach , 1996 .

[26]  Bhaba R. Sarker,et al.  A two-phase procedure for duplicating bottleneck machines in a linear layout, cellular manufacturing system , 1994 .

[27]  Bhaba R. Sarker,et al.  Cell formation with operation times of jobs for even distribution of workloads , 1996 .

[28]  Nallan C. Suresh,et al.  Achieving factory automation through Group Technology principles , 1985 .

[29]  Min-Hong Han,et al.  BACKTRACKING OF JOBS IN ONE-DIMENSIONAL MACHINE LOCATION PROBLEMS : EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 85 (1995) 593-609 , 1995 .

[30]  M. Ball,et al.  Network-based formulations of the quadratic assignment problem , 1998 .

[31]  Leon F. McGinnis,et al.  A heuristic for assigning facilities to locations to minimize WIP travel distance in a linear facility , 1990 .

[32]  Larry R. Taube,et al.  The facets of group technology and their impacts on implementation--A state-of-the-art survey , 1985 .

[33]  J. W. Gavett,et al.  The Optimal Assignment of Facilities to Locations by Branch and Bound , 1966, Oper. Res..

[34]  Takashi Obata,et al.  Quadratic assignment problem: evaluation of exact and heuristic algorithms , 1979 .

[35]  George O. Wesolowsky,et al.  A Trajectory Approach to the Round-Trip Location Problem , 1982 .

[36]  Hamid Seifoddini,et al.  Duplication Process in Machine Cells Formation in Group Technology , 1989 .

[37]  S. R. Searle,et al.  Matrix Algebra Useful for Statistics , 1982 .

[38]  Min-Hong Han,et al.  Backtracking of Jobs and Machine Location Problems , 1991 .

[39]  Linus E. Schrage LINDO : an optimization modeling system , 1991 .

[40]  Bhaba R. Sarker,et al.  Measuring matrix-based cell formation with alternative routings , 1998, J. Oper. Res. Soc..

[41]  Charles R. McLean Computer-Aided Manufacturing System Engineering , 1993, APMS.

[42]  Arnold Reisman,et al.  A throughput-maximizing facility planning and layout model , 1989 .

[43]  Farzad Mahmoodi,et al.  Dynamic Group Scheduling Heuristics in a Flow-through Cell Environment* , 1992 .

[44]  Kun Li,et al.  Simultaneous route selection and cell formation: a mixed‐integer programming time‐cost model , 1997 .

[45]  Charles R. McLean,et al.  THE VIRTUAL MANUFACTURING CELL , 1982 .

[46]  Sunderesh S. Heragu,et al.  Group Technology and Cellular Manufacturing , 1994, IEEE Trans. Syst. Man Cybern. Syst..

[47]  Pius J. Egbelu,et al.  Potentials for bi-directional guide-path for automated guided vehicle based systems , 1986 .

[48]  Shu-Hsing Chung,et al.  Using the virtual cell concept for short-term production planning for flexible job shop manufacturing systems , 1993 .

[49]  J. King Machine-component grouping in production flow analysis: an approach using a rank order clustering algorithm , 1980 .

[50]  Jens Clausen,et al.  Solving Large Quadratic Assignment Problems in Parallel , 1997, Comput. Optim. Appl..

[51]  Andrew Kusiak,et al.  Machine layout: an optimization and knowledge-based approach , 1990 .

[52]  Henry C. Co,et al.  Configuring cellular manufacturing systems , 1988 .

[53]  R. Burkard,et al.  Numerical investigations on quadratic assignment problems , 1978 .

[54]  B. R. Sarker,et al.  Grouping efficiency measures in cellular manufacturing: A survey and critical review , 1999 .

[55]  Rasaratnam Logendran,et al.  Impact of sequence of operations and layout of cells in cellular manufacturing , 1991 .

[56]  Gary L. Hogg,et al.  Locating sets of identical machines in a linear layout , 1998, Ann. Oper. Res..

[57]  M. Bazaraa,et al.  A branch-and-bound-based heuristic for solving the quadratic assignment problem , 1983 .

[58]  Bhaba R. Sarker,et al.  Operation sequences-based cell formation methods: A critical survey , 1998 .

[59]  Asoo J. Vakharia,et al.  Designing a Cellular Manufacturing System: A Materials Flow Approach Based on Operation Sequences , 1990 .

[60]  G. Salvendy,et al.  A modified network approach for the design of cellular manufacturing systems , 1993 .

[61]  Thomas E. Vollmann,et al.  An Experimental Comparison of Techniques for the Assignment of Facilities to Locations , 1968, Oper. Res..

[62]  B. Gillett,et al.  Modular Allocation Technique (MAT) , 1970 .

[63]  C. L. Moodie,et al.  Cell design strategies for efficient material handling , 1994 .

[64]  Elwood S. Buffa,et al.  A Heuristic Algorithm and Simulation Approach to Relative Location of Facilities , 1963 .

[65]  R. H. Hollier THE LAYOUT OF MULTI-PRODUCT LINES , 1963 .

[66]  K. Y. Tam,et al.  An operation sequence based similarity coefficient for part families formations , 1990 .

[67]  Andrew Kusiak,et al.  Branching algorithms for solving the group technology problem , 1991 .

[68]  Tom M. Cavalier,et al.  Virtual manufacturing cells: exploiting layout design and intercell flows for the machine sharing problem , 1993 .

[69]  F. Hillier,et al.  Quadratic Assignment Problem Algorithms and the Location of Indivisible Facilities , 1966 .

[70]  Charles H. Heider,et al.  An n-step, 2-variable search algorithm for the component placement problem , 1973 .

[71]  Andrew Kusiak,et al.  Clustering analysis : models and algorithms / 1192 , 1985 .

[72]  Andrew Kusiak,et al.  Machine Layout Problem in Flexible Manufacturing Systems , 1988, Oper. Res..

[73]  Bhaba R. Sarker,et al.  Reducing work-in-process movement for multiple products in one-dimensional layout problems , 1997 .

[74]  Gary L. Hogg,et al.  One-dimensional machine location problems in a multi-product flowline with equidistant locations , 1998, Eur. J. Oper. Res..

[75]  Tom M. Cavalier,et al.  Design of Cellular Manufacturing Systems , 1992 .

[76]  Ming Zhou,et al.  Formation of independent flow-line cells based on operation requirements and machine capabilities , 1998 .

[77]  F. Fred Choobineh,et al.  A framework for the design of cellular manufacturing systems , 1988 .

[78]  Vijay R. Kannan,et al.  A Virtual Cellular Manufacturing Approach to Batch Production , 1996 .

[79]  Rasaratnam Logendran A model for duplicating bottleneck machines in the presence of budgetary limitations in cellular manufacturing , 1992 .