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IRJET- Optimization of Machining Facility Layout by using Simulation: Case Study
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IRJET- Optimization of Machining Facility Layout by using Simulation: Case Study
1.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1861 Optimization of Machining Facility Layout by using Simulation: Case Study Mr. Satyajeet Shinde Desai1, Prof. A. K. Madhale2 1P.G Student, Industrial Engineering, Department of Production Engineering, KIT’S College of Engineering (An Autonomous Institute), Kolhapur, Maharashtra, India. 2Assistant Professor, Department of Production Engineering, KIT’S College of Engineering (An Autonomous Institute), Kolhapur, Maharashtra, India. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - In today’s competitive world it is important to deliver right quality and right quantity of material in the scheduled time. To serve this cause there is need to improve existing technologies and maximize effective use of resources of manufacturing. Facility Layout is one of the important aspects in achieving this goal. Proper analysis of available data, forecasting, use of expertise and technology is one of the keys for solving the problem. We have proposed optimized layout to a machining vendor of agriculture equipment and engine manufacturers. This work understands the existing products, processes and their requirements. After collection and analyzing the data research of optimal solution is done. Then Systematic Layout planning process is applied to create possible alternatives of facility layout. Then the layout alternative is chosen and simulated using FlexSim Simulation software. The outcome of simulationiscompared withexisting system performance. This course of work can be referred in solving FLP by using simulation software. Key Words: Facility Layout Problem (FLP), Systematic Layout Planning (SLP), Simulation 1. INTRODUCTION Determining the physical organization of a production system is defined to be the Facility Layout Problem (FLP). Where to locate facilities and the efficient design of those facilities are important and fundamental strategic issues facing any manufacturing industry. Its claimed that from 20 to 50 percent of the total operating expenses in manufacturing are attributed to materials handling costs. Effective facilities planning could reducethesecostsby10to 30 percent annually. For FLP, the most common objective used in mathematical models is to minimize the materials handling cost, which is a quantitative factor. Qualitative factors such as plant safety, flexibility of layout for future design changes, noise and aesthetics can also be considered. [1] The most crucial element that affects efficiency of a production process is the facilities layout. A good layout keeps costs low and reduces unnecessary material handling while maintaining the product flow through the facility. Improving the layout also increases the machine utilization that enhances the machining capacityoftheshopfloor.Quite often, the management feels the need of redesigning plant layout even when the things are apparently going smoothly for the company. One of the reasons for designing a new layout may be improving the performance of the existing plant. Upgrading the facility by replacing old facility with more advanced machinery is also necessitated manya times. In both the cases the performance measures being targeted for improvement need be identified clearly. [2] In the case of machining facility taken for case study has some of the major reasons which are directing us for the layout change. The existing layout is basedonprocesslayout theory. At the initial stages of foundationofthecompanythis decision was more appropriate considering the uncertainty about repeat order, low production volumes, widevarietyof products to machine. However, with time the customers settled and grown to substantial production volumes along with precise requirement schedules and forecasts. Thus, at the present situation the facility produces medium product mix, consistent production volumes. Due rising pressure of cost reduction and need of improvement in effective utilization of resources the firm requires certain changeovers and necessity to maximize the capacity with new equipments in future. To accommodate these equipments there is need to remove unutilized machines. Considering strategic requirements, medium product variety, consistent production volumeslayoutchangecan be a solution to achieve the desired goals. Here analysis of existing layout is made with the help of FlexSim Simulation Software studentversion. Theanalysisof existing systems gives us idea to opt for new facility layout theory. Here the alternative generated by using the Systematic Layout Planning (SLP) methodology. The alternative layout is analyzed using FlexSim simulation software. The results of existing layout and proposed layout are compared in terms of Distance traveled for material movement, Time required to start first jobs machining, Throughput Time etc. 2. LITERATURE REVIEW S. P. Singh [1] et al studied Qualitative factors such as plant safety, flexibility of layout for future design changes, noise and aesthetics can also be considered. For FLP, the most
2.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1862 common objective used in mathematical models is to minimize the materials handling cost, which is a quantitative factor. The focus of this review work is on the facility layout of industrial (manufacturing)plants,whichisconcernedwith finding the most efficient arrangement of ‘n’ indivisible facilities in ‘n’ locations. Minimizing the material handling cost is the most considered objective but many practitioners gave qualitative and quantitative objectivesforFLP.Reduced material movement lowers work-in-process levels and throughput times, less product damage, simplified material control and scheduling, and less overall congestion. V.A Deshpande et al [3] in their work have done a real-life case study involving relayout problem. In this case study, the authors investigated that the constraint of inadequate space has increased the material handling cost by increased material flow. In this paper the authors have used improvementalgorithm(CRAFT)andtravelcharttosolvethe facility layout problems related to transmission assembly line. Y. Liu et al [4] have studied and applied SLP in a logistic centers layout. Systematic layout planning (SLP) has been widely applied to the production system, but not to the service system. Combined with the goals, influencingfactors, and conditions of logistics center layout, this paper probes into the application of SLP to the layout of the rapidly increasinglogistics centers inlarge- and medium-sizedcities in recent years. Mahesh R. Korde et al [5] have made a design and development of simulation model. The coursethisofthis work is to investigate the possible improvements in the blanking plant layout whichmanufactures automotive parts. Wisitsree et al. [6] designed the plant layout of iron manufacturing based on SLP for increased productivity, the result showed the new plant layoutsignificantlydecreasethe distance of material flow from billet cutting process until keeping in ware house. Therefore, plant layout is possible way to improve the production. Hence, the first stepforplant layout improvement should be started with identifying the problems of the current plantlayoutinordertomaximizethe productivities at the minimized investment. X. Zhu et al [7] have made a FlexSim based Optimization for the Operation Process of Cold- Chain Logistics Distribution Centre. This paper makes adjustments forthe systemtogetabetterresult which makes efforts to give areference for themodellingand simulation for the operation process of other cold-chain logistics distribution centers. Maina Eliud C., et al [8] in their paper aims to study and improve the facility layout of a manufacturing company using Muther’s systematic layout planning procedure (SLP) for increased productivity and space utilization.Amulti-criteriadecision-makingtoolisthen proposed and used to evaluate the developed alternatives which are comparedwiththeexistinglayout.TheSLPmethod derives an improved layout that improves flow of materials, utilizes space effectively, and is flexible. Filippo De Carlo et al [10] In their work have compared the results ofa fashion manufacturinglinere‐layoutbyanalysing the current situation with the solutions provided them. In order to evaluate the effectiveness of each solution, the different alternatives were compared with the help of a discrete event simulator, analysing productivity, transportation times and costs. The result of the case study showed a slight advantage with the lean approach in considering such efficiency indicators. Anucha Watanapa et al [9] have done research that presents plant layout andprocessofpulleyproduction.Thealternative plant layouts have been designed by SLP method. On the basis of SLP method, the sequence of work and work flow of pulley production was rearranged, which the rearrange layout can decrease flow of material, resulting insignificance increased production. In additional, the reducing of material handling cost is observed. 3. PROCEDURE TO SOLVE THE PROBLEM In this section we will discuss the procedure used to solve the facility layout problem. Here analysisofexistinglayoutis made with the help of thread diagram and FlexSim. The analysis of existing systems gives us idea to opt for new facility layout theory. Here the alternative generated by using the Systematic Layout Planning (SLP) methodology. The alternative layout is analyzed using FlexSim simulation software. The data collection is done in order to comply the requirements of SLP methodology. Here we measured the space occupied by each machine in the machining facility. The same was represented on CAD software AutoCAD. This was initial input consisting of existing layout.Westudied the product mix and product quantity being machined in the machining facility. Fig. 1 Existing Facility layout
3.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1863 The data were collected and the number of equipments for machining was counted in terms of the direction for raw materials and product. The operation process chart, flow of material and activity relationship chart were used in analysis. The problem of the facility was determined and analyzed through SLP method to plan the relationship between the machines and the area. The framework of SLP is shown in Fig. 2. Fig. 2 Framework of SLP [13] Sr No Product Qty per day Routing 1 Piston 110 49-24-32-19-51-50 2 Retainer Bearing 220 49-13-14-8-11-5- 51-50 3 Guide release 210 49-18-17-23-2-9- 51-50 4 Bearing Housing 60 49-29-30-25-26-51- 50 5 Retainer Bearing 2 360 49-13-53-8-11-51- 50 6 Retainer Pin 160 49-16-53-50 7 ARM 250 49-28-43-25-27-51- 50 8 Pedal 150 49-28-25-51-50 9 Guide release 2 270 49-52-18-4-12-51- 50 10 PPCD 320 49-20-54-5-52-50 Table No. 1 From to Chart Where the machines are specified as perfollowingtable.The Numbers are assigned for identification and representation purpose. No. Equipment 1 Drilling M/C 1 2 Drilling M/C 2 3 Drilling M/C 3 4 Drilling M/C 4 5 Drilling M/C 5 6 Drilling M/C 6 7 Lathe M/C 1 8 Lathe M/C 2 9 Lathe M/C 3 10 Radial Drill M/C 1 11 Radial Drill M/C 2 12 Radial Drill M/C 3 13 CNC Lathe 1 14 CNC Lathe 2 15 CNC Lathe 3 16 CNC Lathe 4 17 CNC Lathe 5 18 CNC Lathe 6 19 CNC Lathe 7 20 CNC Lathe 8 21 Drill M/C 15 22 Drill M/C 16 23 CNC Lathe 9 24 CNC Lathe 10 25 Drill M/C 21 26 Drill M/C 22 27 Drill M/C 23 28 cnc VMC 1 29 cnc VMC 2 30 cnc VMC 3 31 Drill M/C 24 32 Drill M/C 25 33 Drill M/C 26 34 Drill M/C 7 35 Drill M/C 8 36 Drill M/C 9 37 Drill M/C 10 38 Drill M/C 11 39 Drill M/C 12
4.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1864 40 Drill M/C 13 41 Drill M/C 14 42 Milling M/C 1 43 Milling M/C 2 44 Milling M/C 3 45 Drill M/C 17 46 Drill M/C 18 47 Drill M/C 19 48 Drill M/C 20 49 Raw material storage 50 Ready For Dispatch Zone 51 Final Inspection Area 52 CNC Lathe 11 53 CNC Lathe 12 54 cnc VMC 4 Table No. 2 Machines List The product flow and the weightageofmaterial movementis shown by following activityrelationshipchart.Thischarthas been further used to propose new layout. Fig. 2 Activity Relationship chart Based on the data such as product, quantity, route, support, time and relationships between material flow from-to chart and activity relation chart are displayed. From the material flow and relationship activity in machining facility, the relation between each operation unit can be observed. Then the outcome of SLP was analysed using FlexSim simulation software. 4. RESULTS The above steps of SLP was converted into the relational map of space. Further this was applied with the practical constraints and changeover considerations. The output of the SLP can be expressed with the help of following proposed layout (Fig. 3). Simulation using FlexSim Software were done for fast moving products considering their actual process flow, processing time, set up time on the exact location coordinate based simulation model. Here some assumptions were assigned in order to achieve the accuracy with the actual performance of the machining facility. The simulation has been done considering one component machining at a time. The same assumptions and constraints are applied to the proposed facility layout simulation. The results of the simulation for case study machining component piston components are shown in Table No 3. Fig. 3 Proposed Facility Layout Alternative
5.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1865 Sr No Parameter Existing Layout Proposed Layout % Change 1 Distance traveled for material movement (meter) 191.72 113.78 40.65 2 Time required to start first jobs machining (seconds) 285 100 64.91 3 Throughput Time Trial Run (Hr:Min:Sec) 00:10:29 00:09:41 7.63 4 Throughput Time Production (Hr:Min:Sec) 07:09:14 06:56:57 2.86 Table No 3 Simulation Results for Piston Similarly, the simulation has been done for the machining of component retainer bearing. Sr No Parameter Existing Layout Proposed Layout % Change 1 Distance traveled for material movement (meter) 84.95 29.63 65.12 2 Time required to start first jobs machining (secands) 316 9 97.15 3 Throughput Time Trial Run (Hr:Min:Sec) 00:12:11 00:11:20 6.98 4 Throughput Time Production (Hr:Min:Sec) 05:14:03 04:36:09 12.07 Table No 4 Simulation Results for Retainer Bearing 5. CONCLUSIONS The quantitative and qualitative outcomes from this course of work can be seen though achievement of following objectives by implementation of proposed layout. 1. Reduction in throughput time about 3% to 12%. 2. Significant Reduction in material movement distance by 50% to 70%. 3. Reduction in idle time of machines caused by waiting due to unavailability of raw material. 4. Simplified and short material flow 5. Improved control over production activity due to reduced cell size and reduced material flow. 6. Lower costs of incurred due to material handling and reduction in unnecessary material handling time and efforts while maintaining theproductflow through the facility. 7. Proposed facility layout designed with lesser machine tools assures the same production output in idle running conditions. 8. The newly vacant space in proposed layout complies with the strategy of management to upgrade and improve the capacity by addition of new machines. REFERENCES [1] S. P. Singh. R. R. K. Sharma, A review of different approaches to the facilitylayoutproblems;International Journal of Advanced Manufacturing Technology 30, (2006) 425–433 [2] Amir J. Khan, D.J. Tidke, Designing Facilities Layout for Small and Medium Enterprises, International Journal of Engineering Research and General Science1,(2013)55- 62 [3] Vivek A. Deshpande, I. K. Chopade, Facility Layout Design by CRAFT Technique, National Conference on Computational Methods in Mechanical Engineering, (2005), 108-113 [4] Yannan Liu, Qilan Zhao, Research on Logistics Center Layout Based on SLP, Proceedings of China Modern Logistics Engineering (2015) 17-28 [5] Mahesh R. Korde, Dr. A. R. Sahu, Achal Shahare, Design and Development of Simulation Model for Plant Layout, International Journal of Science Technology & Engineering (2017) 446-450 [6] W. Wiyaratn,, A. Watanapa, Improvement Plant Layout Using Systematic Layout Planning (SLP) for Increased Productivity, International Journal of Industrial and Manufacturing Engineering (2010) 1382-1387 [7] X. Zhu, R. Zhang, F. Chu, Z. He and J. Li, A Flexsim-based Optimization for the Operation Process of Cold- Chain Logistics Distribution Centre, Journal of Applied Research and Technology (2014) 270-279 [8] Maina Eliud C., Muchiri Peter N., and Keraita James N, Improvement ofFacilityLayoutUsingSystematicLayout Planning, International organization of Scientific Research (2018) 33-43 [9] Anucha Watanapa, Wisitsree Wiyaratn, Systematic layout Planning to Assist PlantLayout:Case studyPulley factory, Applied Mechanics and Materials (2011) 3952- 3956 [10] Filippo De Carlo, Maria Antonietta Arleo, Orlando Borgia, Mario Tucci, Layout Design for a Low Capacity Manufacturing Line: A Case Study, International Journal of Engineering Business Management (2013)
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