Integrating occupational health and safety in facility layout planning, part I: methodology

An influential factor affecting the efficiency of a manufacturing facility is its layout. In a production facility, measure for efficiency can be based on the total cost of transporting the items between different departments and throughout the facility. However, other factors may influence efficiency of the manufacturing facility too. As such are: supporting the organisation's vision through improved material handling, material flow and control; effectively assigning people, equipment, space and energy; minimising capital investment; adaptability and ease of maintenance; as well as providing for employee safety and job satisfaction. By incorporating health and safety measures in the initial design of a facility layout, the organisation may avoid money and manpower loss resulting from industrial accidents. This paper proposes a facility layout planning methodology which integrates the occupational health and safety (OHS) features in the early design of a facility layout. The model considers transportation cost in the facility as well as safety concerns. By this means, the OHS issues are reflected prior to the construction of a facility.

[1]  Klaus Zoller,et al.  Layout Planning by Computer Simulation , 1972 .

[2]  Zhen Hong,et al.  Risk modelling and assessment for distributed manufacturing system , 2013 .

[3]  Rangasami L. Kashyap,et al.  Application of expert systems and pattern recognition methodologies to facilities layout planning , 1988 .

[4]  Gerald L. Thompson,et al.  A hybrid heuristic for the facilities layout problem , 1991, Comput. Oper. Res..

[5]  Bruno Agard,et al.  Integration of occupational health and safety in the facility layout planning, part II: design of the kitchen of a hospital , 2015 .

[6]  Simon Görtz,et al.  A Simple but Usually Fast Branch-and-Bound Algorithm for the Capacitated Facility Location Problem , 2012, INFORMS J. Comput..

[7]  Mário Mestria,et al.  Metaheuristic methods for a class of the facility layout problem , 2000, J. Intell. Manuf..

[8]  Lazaros G. Papageorgiou,et al.  An MILP Approach to Safe Process Plant Layout , 2004 .

[9]  W. E. Wilhelm,et al.  A Perturbation Scheme to Improve Hillier's Solution to the Facilities Layout Problem , 1984 .

[10]  Catherine Roucairol,et al.  A parallel branch and bound algorithm for the quadratic assignment problem , 1987, Discret. Appl. Math..

[11]  Yoshiyasu Takefuji,et al.  A neural network approach to facility layout problems , 1996 .

[12]  Peter Eades,et al.  An efficient heuristic for identifying a maximum weight planar subgraph , 1982 .

[13]  Runwei Cheng,et al.  Genetic search for facility layout design under interflows uncertainty , 1995, Proceedings of 1995 IEEE International Conference on Evolutionary Computation.

[14]  Zakir Hussain Ahmed A New Reformulation and an Exact Algorithm for the Quadratic Assignment Problem , 2013 .

[15]  P. Thajchayapong,et al.  A knowledge base to assist a heuristic search approach to facility layout , 1994 .

[16]  G. Hogg,et al.  SHAPE: a construction algorithm for area placement evaluation , 1986 .

[17]  B. Whitehead,et al.  The planning of single-storey layouts , 1965 .

[18]  Fakhri Karray,et al.  Tools of soft computing as applied to the problem of facilities layout planning , 2000, IEEE Trans. Fuzzy Syst..

[19]  Sunderesh S. Heragu,et al.  Hope: A genetic algorithm for the unequal area facility layout problem , 1998, Comput. Oper. Res..

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

[21]  Mohamad Saeed Jabalameli,et al.  Modeling the budget-constrained dynamic uncapacitated facility location-network design problem and solving it via two efficient heuristics: A case study of health care , 2013, Math. Comput. Model..

[22]  Shahrukh A. Irani,et al.  Next Generation Factory Layouts: Research Challenges and Recent Progress , 2002, Interfaces.

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

[24]  Yavuz A. Bozer,et al.  A new simulated annealing algorithm for the facility layout problem , 1996 .

[25]  Manocher Djassemi Improving factory layout under a mixed floor and overhead material handling condition , 2007 .

[26]  Khaldoun K. Tahboub,et al.  A new heuristic approach for a computer‐aided facility layout , 2006 .

[27]  Sue Abdinnour-Helm,et al.  Tabu search based heuristics for multi-floor facility layout , 2000 .

[28]  James I. Chang,et al.  Performance evaluation of process safety management systems of paint manufacturing facilities , 2009 .

[29]  Brian J. Carnahan,et al.  APPLICATION OF GENETIC ALGORITHMS TO THE DESIGN OF LIFTING TASKS , 1998 .

[30]  James Arthur Tompkins,et al.  Computerized facilities design , 1972 .

[31]  D. Sha,et al.  Heuristic approach for solving the multi-objective facility layout problem , 2005 .

[32]  Yun-Kung Chung,et al.  Application of a cascade BAM neural expert system to conceptual design for facility layout , 1999 .

[33]  Saeed Zolfaghari,et al.  Cellular manufacturing versus a hybrid system: a comparative study , 2006 .

[34]  Roger L. Brauer,et al.  Safety and Health for Engineers: Brauer/Safety and Health for Engineers, Second Edition , 2005 .

[35]  Duc Truong Pham,et al.  An Expert System for Ergonomic Workplace Design Using a Genetic Algorithm , 1991 .

[36]  Yavuz A. Bozer,et al.  An improvement-type layout algorithm for single and multiple-floor facilities , 1994 .

[37]  Henri Pierreval,et al.  Facility layout problems: A survey , 2007, Annu. Rev. Control..

[38]  S. H. Huang,et al.  Applications of neural networks in manufacturing: a state-of-the-art survey , 1995 .

[39]  A. D. Raoot,et al.  A ‘linguistic pattern’ approach for multiple criteria facility layout problems , 1993 .

[40]  A. Alfa,et al.  Experimental analysis of simulated annealing based algorithms for the layout problem , 1992 .

[41]  René Brandenberg,et al.  Minimal containment under homothetics: a simple cutting plane approach , 2011, Comput. Optim. Appl..

[42]  John R Etherton,et al.  Industrial Machine Systems Risk Assessment: A Critical Review of Concepts and Methods , 2007, Risk analysis : an official publication of the Society for Risk Analysis.

[43]  Richard Muther,et al.  Systematic Layout Planning , 1985 .

[44]  Dong-Guen Kim,et al.  A branch and bound algorithm for determining locations of long-term care facilities , 2010, Eur. J. Oper. Res..

[45]  Ruddell Reed,et al.  An applied model for the facilities design problem , 1976 .

[46]  H. Lee Hales Computer-Aided Facilities Planning , 1984 .

[47]  Frédéric Semet,et al.  A Lagrangian-Based Branch-and-Bound Algorithm for the Two-Level Uncapacitated Facility Location Problem with Single-Assignment Constraints , 2016, Transp. Sci..

[48]  Hu-Chen Liu,et al.  Integrating systematic layout planning with fuzzy constraint theory to design and optimize the facility layout for operating theatre in hospitals , 2015, J. Intell. Manuf..

[49]  Beatriz Fernández-Muñiz,et al.  Safety management system: Development and validation of a multidimensional scale , 2007 .

[50]  F. Rendl,et al.  A thermodynamically motivated simulation procedure for combinatorial optimization problems , 1984 .

[51]  Daniel Imbeau,et al.  A process mapping model for calculating indirect costs of workplace accidents. , 2011, Journal of safety research.

[52]  Haoxun Chen,et al.  Ant colony optimization for solving an industrial layout problem , 2007, Eur. J. Oper. Res..

[53]  Alfonsas Misevicius,et al.  A Modified Simulated Annealing Algorithm for the Quadratic Assignment Problem , 2003, Informatica.

[54]  Ivana Ljubic,et al.  A cutting plane algorithm for the Capacitated Connected Facility Location Problem , 2013, Comput. Optim. Appl..

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

[56]  Roger C. Vergin,et al.  A Cluster-Analytic Approach to Facility Layout , 1985 .

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

[58]  F. A. Meier,et al.  Application of fuzzy decision-making in facilities layout planning , 1996 .

[59]  J. S. Kochhar MULTI-HOPE: A tool for multiple floor layout problems , 1998 .

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

[61]  Lazaros G. Papageorgiou,et al.  Optimal multi-floor process plant layout , 2001 .

[62]  Markov Switching Framework Risk Assessments in a , 1995 .

[63]  Wen-Chyuan Chiang,et al.  An improved tabu search heuristic for solving facility layout design problems , 1996 .

[64]  Amrik S. Sohal,et al.  Integrated management system:the experiences of three Australian organisations , 2005 .

[65]  Arezoo Atighehchian,et al.  Facility layout design using virtual multi-agent system , 2009, J. Intell. Manuf..

[66]  I. L. Vasilyev,et al.  The branch and cut method for the facility location problem with client’s preferences , 2010 .

[67]  Rifat Gürcan Özdemir,et al.  A Fuzzy AHP Approach to Evaluating Machine Tool Alternatives , 2006, J. Intell. Manuf..

[68]  R. C. Lee,et al.  CORELAP: Computerized relationship layout planning , 1967 .

[69]  A. R. Ciric,et al.  An MINLP Approach for Safe Process Plant Layout , 1996 .

[70]  Cliff T. Ragsdale,et al.  Combining a neural network with a genetic algorithm for process parameter optimization , 2000 .

[71]  Bruno Agard,et al.  A proposed occupational health and safety risk estimation tool for manufacturing systems , 2015 .

[72]  Daniel Imbeau,et al.  Development of an indirect-cost calculation model suitable for workplace use. , 2011, Journal of safety research.

[73]  G. Nawara,et al.  Problem ( FLP ) and Intelligent Techniques : A Survey , 2000 .

[74]  Duc Truong Pham,et al.  A knowledge-based system for optimizing workplace layouts using a genetic algorithm , 1992 .

[75]  D. Robinson,et al.  Graph theoretic heuristics for the plant layout problem , 1978 .

[76]  Bruno Agard,et al.  A Guideline for Occupational Health and Safety Considerations in Facilities Planning , 2012 .

[77]  B. Bhattacharyya,et al.  Facilities layout planning based on Fuzzy multiple criteria decision-making methodology , 2003 .

[78]  S. Hamamoto Development and validation of genetic algorithm-based facility layout a case study in the pharmaceutical industry , 1999 .

[79]  Hamid Davoud Pour,et al.  Solving the facility and layout and location problem by ant-colony optimization-meta heuristic , 2006 .

[80]  Ravi Shankar,et al.  Ant colony optimization algorithm to the inter-cell layout problem in cellular manufacturing , 2004, Eur. J. Oper. Res..

[81]  Adedeji Badiru,et al.  FLEXPERT: facility layout expert system using fuzzy linguistic relationship codes , 1996 .

[82]  R. Ocampo-Pérez,et al.  Adsorption of Fluoride from Water Solution on Bone Char , 2007 .

[83]  Lazaros G. Papageorgiou,et al.  Continuous-Domain Mathematical Models for Optimal Process Plant Layout , 1998 .

[84]  Te‐King Chien An empirical study of facility layout using a modified SLP procedure , 2004 .