A New Design Approach for Milkrun-Based In-Plant Supply in Manufacturing Systems
 
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Institute of Logistics, University of Miskolc, Miskolc, Hungary
CORRESPONDING AUTHOR
Tamás Bányai   

Institute of Logistics, University of Miskolc, 3515, Miskolc, Hungary
Submission date: 2022-06-06
Final revision date: 2022-07-17
Acceptance date: 2022-07-20
Online publication date: 2022-08-03
 
Journal of Machine Engineering 2022;22(3)
 
KEYWORDS
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ABSTRACT
In manufacturing technologies milkrun and water-spider-based material handling represents up-to-date solutions, especially in the case of just-in-time and just-in-sequence in-plant supply. The objective of this research work is to show how to support the design of milkrun-based in-plant supply with heuristic optimisation in manufacturing processes. This paper proposes a new optimisation approach that can determine the optimal parameters of material handling operations of manufacturing technologies focusing on milkrun-based in-plant supply of manufacturing and assembly cells and lines. After a careful systematic literature review, this paper introduces a structural model to formulate the problem of routing of milkrun trolleys in manufacturing and assembly processes. Next, a potential mathematical model is described. Numerical results demonstrate how the proposed approach supports the decision making process in milkrun design focusing on the optimisation of the required number of milkrun trolleys and the routing of them.
 
REFERENCES (39)
1.
BANYAI A., 2021, Energy Consumption-Based Maintenance Policy Optimization, Energies, 14/18, 567. https://doi.org/10.3390/en1418....
 
2.
GOTO M., MASUI T., TAWARA N., 2007, A Mixed Distribution System of Direct and Relay Delivery Methods Based on an Analogy of Milk-Run Logistics, Journal of Japan Industrial Management Association, 58/2, 79–86.
 
3.
BRAR G.S., SAINI G., 2011, Milk Run Logistics: Literature Review and Directions, Proceedings of the World Congress on Engineering, 797–801.
 
4.
URRU A., BONINI M., ECHELMEYER W., 2018, Planning and Dimensioning of a Milk-Run Transportation System Considering the Actual Line Consumption, IFAC-PapersOnLine, 51/9, 404–409. https://doi.org/10.1016/ j.ifacol.2018.07.066.
 
5.
PEI S., ZHAO J., 2016, A Scalable Approach Support for External Milk-Run Planning and Optimization in Home Appliances Enterprises, ACM International Conference Proceeding Series, 67–70. https://doi.org/10.1145/ 3012258.3012277.
 
6.
KILIC H.S., DURMUSOGLU M.B., BASKAK M., 2012, Classification and Modeling for In-Plant Milk-Run Distribution Systems, International Journal of Advanced Manufacturing Technology, 62/9–12, 1135–1146. https://doi.org/10.1007/s00170....
 
7.
SATOH I., 2008, A Formal Approach for Milk-Run Transport Logistics, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 11, 3261–3268. https://doi.org/10.1093/ietfec....
 
8.
JAFARI-ESKANDARI M., SADJADI S.J., JABALAMELI M.S., BOZORGI-AMIRI A., 2009, A Robust Optimization Approach for the Milk Run Problem (An Auto Industry Supply Chain Case Study), International Conference on Computers and Industrial Engineering, 1076–1081.
 
9.
SADJADI S.J., JAFARI M., AMINI T., 2009, A New Mathematical Modeling and A Genetic Algorithm Search For Milk Run Problem (An Auto Industry Supply Chain Case Study), International Journal of Advanced Manufacturing Technology, 44/1–2, 194–200. https://doi.org/10.1007/s00170....
 
10.
YOU Z., JIAO Y., 2014, Development and Application of Milk-Run Distribution Systems in the Express Industry Based on Saving Algorithm, Mathematical Problems in Engineering, 2014, 536459. https://doi.org/ 10.1155/2014/536459.
 
11.
HOSSEINI S.D., AKBARPOUR SHIRAZI M., KARIMI B., 2014, Cross-Docking and Milk Run Logistics in A Consolidation Network: A Hybrid of Harmony Search and Simulated Annealing Approach, Journal of Manufacturing Systems, 33/4, 567–577. https://doi.org/10.1016/j.jmsy....
 
12.
GREENWOOD A.G., KLUSKA K., PAWLEWSKI P., 2017, A Hybrid Modeling Approach for Simulating Milk-Run In-Plant Logistics Operations, Communications in Computer and Information Science, 722, 221–231. https://doi.org/10.1007/978-3-....
 
13.
LIN Y., BIAN Z., SUN S., XU T., 2015, A Two-Stage Simulated Annealing Algorithm for the Many-to-Many Milk-Run Routing Problem With Pipeline Inventory Cost, Mathematical Problems in Engineering, 2015, 428925. https://doi.org/10.1155/2015/4....
 
14.
KITAMURA T., OKAMOTO K., 2012, Automated Route Planning for Milk-Run Transport Logistics Using Model Checking, Proceedings of the 2012 3rd International Conference on Networking and Computing, 240–246. https://doi.org/10.1109/ICNC.2....
 
15.
HUANG W., GONG B.-G., WANG A.-J., GUI Y.-M., 2010, Constitution and Evaluation on Milk-Run Logistics Capability of Manufacturing Enterprises, Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, 16/11, 2454–2459.
 
16.
SHI W., LIU Z.-X., YANG W., 2012, Milk-Run and Cross-Docking Parts Logistics System Simulation Optimization, Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, 18/12, 2765–2776.
 
17.
LIN Y., GE X.-L., SHI C.-C., 2010, Inventory-Transportation Integrated Optimization Based on Milk-Run Model, Proceedings of the International Conference on E-Business and E-Government, 3372–3376. https://doi.org/10.1109/ICEE.2....
 
18.
ZUO X., LIU Z., ZHENG C., 2011, Analysis and Optimization of Milk-Run Mode for Auto Parts Logistics, Qiche Gongcheng/Automotive Engineering, 33/1, 79–84.
 
19.
STRACHOTOVA D., PAVLISTIK J., 2017, The Assessment of Efficiency of In-Plant Milk-Run Distribution System in Cable Manufacturing for Automotive Industry, Proceedings of the 29th International Business Information Management Association Conference - Education Excellence and Innovation Management through Vision 2020: From Regional Development Sustainability to Global Economic Growth, 105–109.
 
20.
RAPOSO R., PEREIRA G., DIAS L., 2009, Simulation of a Milk Run Material Transportation System in the Semiconductors Industry, Proceedings of the 7th International Industrial Simulation Conference, 144–151.
 
21.
PRANAVA K.S., MICHAEL L.K., MATHEW A.O., SRIRAM K.V., 2019, Optimisation of Milk Run Logistics for an Automotive Component Manufacturer – A Case Study, Quality – Access to Success, 20/171, 27–34.
 
22.
PURBA H.H., FITRA A., NINDIANI A., 2019, Control and Integration of Milk-Run Operation in Japanese Automotive Company in Indonesia, Management and Production Engineering Review, 10/1, 79–88. https://doi.org/10.24425/mper.....
 
23.
NEMOTO T., ROTHENGATTER W., 2012, Efficient Green Logistics in Urban Areas: Milk Run Logistics in the Automotive Industry, Transport and Sustainability, 3, 319–337. https://doi.org/10.1108/S2044-....
 
24.
WANG J.-L., JIANG Z.-H., 2009, Routing for the Milk-Run Pickup System in Automobile Parts Supply, Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 43/11, 1703–1708.
 
25.
STAAB T., KLENK E., GALKA S., GÜNTHNER W.A., 2016, Efficiency in In-Plant Milk-Run Systems – The Influence of Routing Strategies on System Utilization and Process Stability, Journal of Simulation, 10/2, 137–143. https://doi.org/10.1057/jos.20....
 
26.
POLAK-SOPINSKA A., 2019, Incorporating Human Factors in In-Plant Milk Run System Planning Models, Advances in Intelligent Systems and Computing, 876, 160–166. https://doi.org/10.1007/978-3-....
 
27.
FEDORKO G., MOLNAR V., HONUS S., NERADILOVA H., KAMPF R., 2018, The Application of Simulation Model of a Milk Run to Identify the Occurrence of Failures, International Journal of Simulation Modelling, 17/3, 444–457. https://doi.org/10.2507/IJSIMM....
 
28.
YI J., SU Z., 2017, A Study on a Specific Vehicle Routing Problem Under the Cargo Loading and Stacking by Milk-Run Operations, Wuhan Ligong Daxue Xuebao (Jiaotong Kexue Yu Gongcheng Ban)/Journal of Wuhan University of Technology (Transportation Science and Engineering), 41/2, 179–184. https://doi.org/10.3963/j.issn....
 
29.
DEWITZ M., GÜNTHNER W.A., ARLT T., 2014, Timetable Optimization for In-Plant Milk-Run Systems, Logistics Journal, 2014, 1–14. https://doi.org/10.2195/lj_Pro....
 
30.
NOVAES A.G.N., BEZ E.T., BURIN P.J., ARAGAO D.P., JR., 2015, Dynamic milk-run OEM operations in over-congested traffic conditions, Computers and Industrial Engineering, 88, 326–340. https://doi.org/10.1016/j.cie.....
 
31.
ZHANG J., CHEN C., 2012, Disruption Management Strategies for Inbound Logistics with Milk Runs, Logistics for Sustained Economic Development – Technology and Management for Efficiency, Proceedings of the International Conference of Logistics Engineering and Management, 967–973.
 
32.
QU T., CHEN Y.D., WANG Z.Z., NIE D.X., LUO H., HUANG G.Q., 2015, Internet-Of-Things-Based Just-In-Time Milk-Run Logistics Routing System, IEEE 12th International Conference on Networking, Sensing and Control, 258–263. https://doi.org/10.1109/ICNSC.....
 
33.
QU T., FU H., HUANG Z., LUO H., HUANG G.Q., 2014, System Dynamics Analysis for RFID-Enabled Milk-Run Logistics System in Industrial Park, Proceedings of the International Conference on Innovative Design and Manufacturing, 172–180. https://doi.org/10.1109/IDAM.2....
 
34.
EMDE S., ABEDINNIA H., GLOCK C.H., 2018, Scheduling Electric Vehicles Making Milk-Runs for Just-In-Time Delivery, IISE Transactions, 50/11, 1013–1025. https://doi.org/10.1080/247258....
 
35.
ADRIANO D.D., NOVAES A.G.N., WANGHAM M.S., 2019, Providing a Dynamic Milk-Run Vehicle Routing Using Vehicular ad Hoc Networks, Proceedings of the 9th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, 31– 38. https://doi.org/10.1145/334583....
 
36.
XIONG T., TANG Q., HUANG T., SHEN Z., ZHOU H., HU H.Y.K., LI Y., 2018, Delivery Vehicle Scheduling Modeling and Optimization for Automobile Mixed Milk-Run Mode Involved Indirect Suppliers, Communications in Computer and Information Science, 923, 169–178. https://doi.org/10.1007/978-98....
 
37.
DIAS L.S., VIK P., OLIVEIRA J.A., PEREIRA G., 2012, Simulation in the Design of an Internal Logistic System - Milk Run Delivering with Kanban Control, 10th International Industrial Simulation Conference, 159–166.
 
38.
BAE K.-H.G., EVANS L.A., SUMMERS A., 2016, Lean Design and Analysis of a Milk-Run Delivery System: Case Study, Proceedings - Winter Simulation Conference, 2855–2866. https://doi.org/10.1109/WSC.20....
 
39.
DE SOUZA R., WILLIAM L., LEE C.K., 2019, Marginalizing Last Mile Logistics Cost Through 4th Party Milk Run, Advances in Science, Technology and Engineering Systems, 4/4, 462–467.
 
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