Comparison of manual and automated palletizing of mixed size and weight box containers
In order to protect workers from injuries resulting from handling materials manually, it is frequently suggested that such activities should be automated wherever possible. For automation to be possible, it must meet two conditions: (1) automation should be technically feasible - that is proper equi...
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| Published in | International journal of industrial ergonomics Vol. 9; no. 1; pp. 65 - 74 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
1992
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0169-8141 1872-8219 |
| DOI | 10.1016/0169-8141(92)90077-D |
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| Abstract | In order to protect workers from injuries resulting from handling materials manually, it is frequently suggested that such activities should be automated wherever possible. For automation to be possible, it must meet two conditions: (1) automation should be technically feasible - that is proper equipment, grippers, material handling algorithms, etc. should be available and (2) it must be within the economic means of the company. Supporters of automation suggest that the cost of injuries is always higher than the cost of automation and the initial investment in equipment and support facilities can be recovered rather quickly. Such suggestions, however, ignore technical feasibility. The problem of palletizing boxes of mixed size and weight automatically is a rather difficult one and has, for a long time, lacked a practical solution. Recently, an expert system based algorithm was developed to palletize mixed weight and size boxes using industrial robots. This paper reports a case study undertaken to compare robotic palletizing, based on the proposed state of the art algorithm, with manual palletizing. Mixed weight and size boxes were used and performance and cost criteria were applied to evaluate the two alternatives. |
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| AbstractList | In order to protect workers from injuries resulting from handling materials manually, it is frequently suggested that such activities should be automated wherever possible. For automation to be possible, it must meet two conditions: (1) automation should be technically feasible - that is proper equipment, grippers, material handling algorithms, etc. should be available and (2) it must be within the economic means of the company. Supporters of automation suggest that the cost of injuries is always higher than the cost of automation and the initial investment in equipment and support facilities can be recovered rather quickly. Such suggestions, however, ignore technical feasibility. The problem of palletizing boxes of mixed size and weight automatically is a rather difficult one and has, for a long time, lacked a practical solution. Recently, an expert system based algorithm was developed to palletize mixed weight and size boxes using industrial robots. This paper reports a case study undertaken to compare robotic palletizing, based on the proposed state of the art algorithm, with manual palletizing. Mixed weight and size boxes were used and performance and cost criteria were applied to evaluate the two alternatives. |
| Author | Mital, Anil |
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| Cites_doi | 10.1097/00043764-198406000-00017 10.1016/0169-8141(91)90017-G 10.1057/jors.1985.84 10.1057/jors.1980.112 10.1080/00207548608919756 |
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| Keywords | Palletizing materials handling automation performance economic justification gripper stacking |
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| References | Mital (BIB18) 1991 Loesser (BIB15) 1979; 3 Davis, Stubbs (BIB6) 1980 Mital, Bishu, Manjunath (BIB21) 1991; 8 Health And Safety Commission (BIB9) 1988 Troup, Edwards (BIB28) 1985 Brownston, Farrell, Kant, Martin (BIB3) 1985 National Safety Council (BIB24) 1984 Asfour, Khalil, Moty, Steele, Rosomoff (BIB1) 1983 Statistics Canada (BIB26) 1988 Caillet (BIB4) 1981 Lahey (BIB14) 1984 International Labour Office (BIB12) 1988 Holbrook, Grazier, Kelsey, Stauffer (BIB11) 1984 Mital, Mahajan (BIB19) 1989 Ayoub, Mital (BIB2) 1989 Klein, Roger, Jensen, Sanderson (BIB13) 1984; 26 Mital (BIB17) 1991 Puls, Tanchoco (BIB25) 1986; 24 Tsai, Malstrom (BIB29) 1985 Carpenter, Dowsland (BIB5) 1985; 36 Mazouz (BIB16) 1988 George, Robinson (BIB7) 1980; 31 National Institute for Occupational Safety and Health (BIB22) 1981 Hall (BIB8) 1987 Mital, Mahajan, Brown (BIB20) 1988 Tarvin, Corwin, Mechlin (BIB27) 1982 Hodgson (BIB10) 1982; 14 National Institute for Occupational Safety and Health (BIB23) 1990 Hall (10.1016/0169-8141(92)90077-D_BIB8) 1987 Health And Safety Commission (10.1016/0169-8141(92)90077-D_BIB9) 1988 Tsai (10.1016/0169-8141(92)90077-D_BIB29) 1985 Mital (10.1016/0169-8141(92)90077-D_BIB20) 1988 Puls (10.1016/0169-8141(92)90077-D_BIB25) 1986; 24 Klein (10.1016/0169-8141(92)90077-D_BIB13) 1984; 26 Brownston (10.1016/0169-8141(92)90077-D_BIB3) 1985 International Labour Office (10.1016/0169-8141(92)90077-D_BIB12) 1988 Caillet (10.1016/0169-8141(92)90077-D_BIB4) 1981 Mital (10.1016/0169-8141(92)90077-D_BIB18) 1991 Holbrook (10.1016/0169-8141(92)90077-D_BIB11) 1984 Statistics Canada (10.1016/0169-8141(92)90077-D_BIB26) 1988 Loesser (10.1016/0169-8141(92)90077-D_BIB15) 1979; 3 Mital (10.1016/0169-8141(92)90077-D_BIB21) 1991; 8 Davis (10.1016/0169-8141(92)90077-D_BIB6) 1980 Tarvin (10.1016/0169-8141(92)90077-D_BIB27) 1982 Lahey (10.1016/0169-8141(92)90077-D_BIB14) 1984 Carpenter (10.1016/0169-8141(92)90077-D_BIB5) 1985; 36 George (10.1016/0169-8141(92)90077-D_BIB7) 1980; 31 National Safety Council (10.1016/0169-8141(92)90077-D_BIB24) 1984 National Institute for Occupational Safety and Health (10.1016/0169-8141(92)90077-D_BIB22) 1981 Ayoub (10.1016/0169-8141(92)90077-D_BIB2) 1989 Mital (10.1016/0169-8141(92)90077-D_BIB19) 1989 Troup (10.1016/0169-8141(92)90077-D_BIB28) 1985 National Institute for Occupational Safety and Health (10.1016/0169-8141(92)90077-D_BIB23) 1990 Asfour (10.1016/0169-8141(92)90077-D_BIB1) 1983 Hodgson (10.1016/0169-8141(92)90077-D_BIB10) 1982; 14 Mital (10.1016/0169-8141(92)90077-D_BIB17) 1991 Mazouz (10.1016/0169-8141(92)90077-D_BIB16) 1988 |
| References_xml | – year: 1985 ident: BIB3 article-title: Programming Expert Systems in OPS5: An Introduction to Rule-Based Programming – start-page: 558 year: 1989 end-page: 563 ident: BIB19 article-title: Impact of production volume and wage and interest rates on economic decision-making: the case of automated assembly publication-title: Proceedings of the Conference of Society for Integrated Manufacturing – volume: 26 start-page: 443 year: 1984 end-page: 448 ident: BIB13 article-title: Assessment of workers' compensation claims for back sprain/strains publication-title: Journal of Occupational Medicine – year: 1985 ident: BIB28 article-title: Manual Handling: A Review Paper publication-title: Health and Safety Executive – year: 1984 ident: BIB11 article-title: The frequency of occurrence, impact and cost of selected musculoskeletal conditions in the United States publication-title: Paper Presented at the Annual Conference of the American Academy of Orthopaedic Surgeons – start-page: 37 year: 1984 ident: BIB14 article-title: Bearing down on musculoskeletal disorders publication-title: National Safety News – year: 1980 ident: BIB6 article-title: Force Limits in Manual Work – volume: 3 start-page: 631 year: 1979 end-page: 633 ident: BIB15 article-title: Low back pain: Introduction to plenary session publication-title: Advances in Pain Research – year: 1989 ident: BIB2 publication-title: Manual Materials Handling – start-page: 206 year: 1988 end-page: 211 ident: BIB20 article-title: A comparison of manual and automated assembly methods publication-title: Proceedings of the IIE Integrated Systems Conference – year: 1981 ident: BIB4 article-title: Low Back Pain Syndrome – start-page: 222 year: 1985 ident: BIB29 article-title: Robotics utilization of warehouse pallet loads publication-title: Proceedings of the Institute of Industrial Engineeers Annual Conference – start-page: 813 year: 1983 end-page: 819 ident: BIB1 article-title: Back pain: A challenge to productivity publication-title: Proceedings of the VIIth International Conference on Production Research – volume: 31 start-page: 573 year: 1980 ident: BIB7 article-title: An algorithm to optimize the layout of boxes in pallets publication-title: Journal of Operations Research Society – year: 1988 ident: BIB12 article-title: Maximum Weights in Load Lifting and Carrying – volume: 36 start-page: 449 year: 1985 ident: BIB5 article-title: Practical considerations of the pallet loading problem publication-title: Journal of Operations Research Society – volume: 14 start-page: 175 year: 1982 ident: BIB10 article-title: Combined approach to the pallet loading problem publication-title: Transactions of the Institute of Industrial Engineers – year: 1991 ident: BIB18 article-title: Economics of flexible assembly automation: Influence of production and market factors publication-title: Economic Justification for Advanced Manufacturing and Production Engineering – year: 1982 ident: BIB27 article-title: Industrial robotics publication-title: Handbook of Industrial Engineering – year: 1988 ident: BIB26 article-title: Work injuries – start-page: 481 year: 1991 end-page: 488 ident: BIB17 article-title: Manual versus flexible assembly: S cross comparison and costs in four different countries publication-title: Production Research: Approaching the 21st Century – year: 1984 ident: BIB24 article-title: Accident Facts – year: 1981 ident: BIB22 publication-title: Work Practices Guide for Manual Lifting, NIOSH Report No. 81-122 – year: 1988 ident: BIB16 article-title: Flexible Expert Palletizing System – volume: 24 start-page: 635 year: 1986 ident: BIB25 article-title: Robotic implementation of pallet loading patterns publication-title: International Journal of Production Research – year: 1990 ident: BIB23 publication-title: Revised Work Practices Guide for Manual Lifting – volume: 8 start-page: 165 year: 1991 end-page: 178 ident: BIB21 article-title: Review and evaluation of techniques for determining fatigue allowances publication-title: International Journal of Industrial Ergonomics – year: 1987 ident: BIB8 article-title: Design and development of a suction cup gripper to handle mixed size and weight parcels – year: 1988 ident: BIB9 article-title: Handling Loads at Work – volume: 26 start-page: 443 year: 1984 ident: 10.1016/0169-8141(92)90077-D_BIB13 article-title: Assessment of workers' compensation claims for back sprain/strains publication-title: Journal of Occupational Medicine doi: 10.1097/00043764-198406000-00017 – volume: 8 start-page: 165 issue: 2 year: 1991 ident: 10.1016/0169-8141(92)90077-D_BIB21 article-title: Review and evaluation of techniques for determining fatigue allowances publication-title: International Journal of Industrial Ergonomics doi: 10.1016/0169-8141(91)90017-G – start-page: 222 year: 1985 ident: 10.1016/0169-8141(92)90077-D_BIB29 article-title: Robotics utilization of warehouse pallet loads – start-page: 481 year: 1991 ident: 10.1016/0169-8141(92)90077-D_BIB17 article-title: Manual versus flexible assembly: S cross comparison and costs in four different countries – year: 1987 ident: 10.1016/0169-8141(92)90077-D_BIB8 – volume: 14 start-page: 175 year: 1982 ident: 10.1016/0169-8141(92)90077-D_BIB10 article-title: Combined approach to the pallet loading problem publication-title: Transactions of the Institute of Industrial Engineers – start-page: 813 year: 1983 ident: 10.1016/0169-8141(92)90077-D_BIB1 article-title: Back pain: A challenge to productivity – year: 1989 ident: 10.1016/0169-8141(92)90077-D_BIB2 – year: 1985 ident: 10.1016/0169-8141(92)90077-D_BIB3 – year: 1991 ident: 10.1016/0169-8141(92)90077-D_BIB18 article-title: Economics of flexible assembly automation: Influence of production and market factors – start-page: 206 year: 1988 ident: 10.1016/0169-8141(92)90077-D_BIB20 article-title: A comparison of manual and automated assembly methods – year: 1981 ident: 10.1016/0169-8141(92)90077-D_BIB4 – volume: 36 start-page: 449 year: 1985 ident: 10.1016/0169-8141(92)90077-D_BIB5 article-title: Practical considerations of the pallet loading problem publication-title: Journal of Operations Research Society doi: 10.1057/jors.1985.84 – year: 1981 ident: 10.1016/0169-8141(92)90077-D_BIB22 – year: 1988 ident: 10.1016/0169-8141(92)90077-D_BIB12 – year: 1988 ident: 10.1016/0169-8141(92)90077-D_BIB16 – year: 1984 ident: 10.1016/0169-8141(92)90077-D_BIB24 – year: 1988 ident: 10.1016/0169-8141(92)90077-D_BIB9 – year: 1985 ident: 10.1016/0169-8141(92)90077-D_BIB28 article-title: Manual Handling: A Review Paper – volume: 31 start-page: 573 year: 1980 ident: 10.1016/0169-8141(92)90077-D_BIB7 article-title: An algorithm to optimize the layout of boxes in pallets publication-title: Journal of Operations Research Society doi: 10.1057/jors.1980.112 – year: 1980 ident: 10.1016/0169-8141(92)90077-D_BIB6 – volume: 3 start-page: 631 year: 1979 ident: 10.1016/0169-8141(92)90077-D_BIB15 article-title: Low back pain: Introduction to plenary session – volume: 24 start-page: 635 year: 1986 ident: 10.1016/0169-8141(92)90077-D_BIB25 article-title: Robotic implementation of pallet loading patterns publication-title: International Journal of Production Research doi: 10.1080/00207548608919756 – year: 1990 ident: 10.1016/0169-8141(92)90077-D_BIB23 – year: 1984 ident: 10.1016/0169-8141(92)90077-D_BIB11 article-title: The frequency of occurrence, impact and cost of selected musculoskeletal conditions in the United States – start-page: 558 year: 1989 ident: 10.1016/0169-8141(92)90077-D_BIB19 article-title: Impact of production volume and wage and interest rates on economic decision-making: the case of automated assembly – year: 1988 ident: 10.1016/0169-8141(92)90077-D_BIB26 – year: 1982 ident: 10.1016/0169-8141(92)90077-D_BIB27 article-title: Industrial robotics – start-page: 37 year: 1984 ident: 10.1016/0169-8141(92)90077-D_BIB14 article-title: Bearing down on musculoskeletal disorders |
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| SubjectTerms | automation economic justification gripper materials handling Palletizing stacking |
| Title | Comparison of manual and automated palletizing of mixed size and weight box containers |
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