7ENT1127-0105 Operations Research and Logistics Assignment Sample
Introduction
These days various organizations or industries are dependent on various methods of data analysis and advanced technological approaches for manufacturing processes. The introduction section of the case study of the manufacturing simulation project describes the approach based on the machine centers manufacturing and the applications, characteristics, and advantages of using the particular method. The mentioned approach briefly describes the integrated analysis for manufacturing procedures corresponding to the methodologies and principles of various industries or organizations based on the customer demand for the particular product or components and the customer satisfaction aspects. The manufacturing simulation case study of any organization or company includes various aspects to improve the operating factors of the particular industry to manage the measurement parameters of the manufacturing process. The mentioned manufacturing simulation case study reflects the challenges and opportunities of applying various aspects described below considering some key features such as decision making and controlling the manufacturing process. The mentioned approach is based on the provided scenario of the organization or industry consisting of five machines for manufacturing and a capacity level of two individual job categories to represent the desired output result in terms of practical implementation of the mentioned approaches.
Background of the study
The background of the study section of the manufacturing simulation case study reflects the challenges and opportunities of various approaches to measurement parameters of any organization or industry to improve the quality of the product and (Li et al. 2020) manufacturing techniques. In the provided scenario of the question, the particular organization or company has a technological capacity of five individual machines. The particular industry also has a capacity of team members or workers based on two job categories such as CAT-1 and CAT-2 as briefly described below. The mentioned technological aspects of using five individual machines and the purpose of uses in various fields of operations are described below. The first machine is based on the pre-processing approach of the CAT-1 category job. The use of the second machine is based on the approach of pre-processing CAT-2 category jobs to improve the various operating factors of the organization or company. The applications of the third machine and the fourth machine are based on the various operating factors of the organization or company and key features of both CAT-1 and CAT-2 categories jobs to improve the measurement parameters of the manufacturing process. The usage or applications of machine five in are based on the quality control aspect of the organization or company to improve the quality of products or components. To maintain and improve the quality of the product or components and various key features and operational factors of any organization or company various inspection methods and mentioned parameters are implemented in the program.
Figure 1: The simulation model interphase 1
(Source: Self-created in Witness simulation software)
The inspection probability needs to maintain a probability of 0.25 to improve the product or component quality and implement the operational factors and key features to manage the manufacturing process of that particular industry. The operation strategy of a particular organization or company can be described as the arrival pattern of the job or project based on the first come first serve or FCFS approach and according to that particular pattern, the usage and applications of the manufacturing process or method get to activate. The background of the study section reflects the various approaches to improve the quality of the product and manufacturing process in terms of practical implementation.
Problem statement
The problem statement section of the manufacturing simulation case study describes the various challenges, applications, and advantages of the mentioned approach. The provided scenario (Yasir et al. 2019) of the particular organization or company reflects the operational factors and various key features to maintain the manufacturing procedure and improving fields such as manufacturing methods and the quality of the product or components are briefly discussed in this problem statement section of this case study. The mentioned approach is based on the provided scenario of the organization or industry consisting of five machines for manufacturing and a capacity level of two individual job categories to represent the desired output result in terms of practical implementation of the mentioned approaches. The represented case study of the particular organization or company reflects the operational factures and patterns to manage the manufacturing process in terms of practical implementation of the manufacturing methodologies. To maintain the quality of the product and the accuracy of the various operations to strategically run the organization or industry. The problem section of the manufacturing simulation case study consists of the various production systems to solve the operating problems based on the manufacturing process of the organization or company according to the
Mentioned key features and operational factors.
Figure 2: The simulation model interphase 2
(Source: Self-created in Witness simulation software)
The various key features to improve the quality of the product or components and maintain the operational aspect of manufacturing procedures. The manufacturing simulation case study of any organization or company includes various aspects to improve the operating factors of the particular industry to manage the measurement parameters of the manufacturing process. In the provided scenario there are five individual machines are present to manage the operation of the manufacturing process of the particular organization or industry.
Theories and models
The theories and model section of the simulation modeling project describes the required approach to strategically analyzing the operational factors and various key features to improve the quality of the product and to improve various operating aspects of the manufacturing procedure of any organization or industry. The provided scenario describes the operation management method of the particular organization or industry to improve the quality of products or components and major decision-making factors. The case study (Wu et al. 2021) of the simulation model of the manufacturing method of the particular organization or company consists of various operating procedures and job or work categories to improve the proficiency and increase the efficiency of the organization or company. The manufacturing simulation case study of any organization or company includes various aspects to improve the operating factors of the particular industry to manage the measurement parameters of the manufacturing process. The mentioned manufacturing simulation case study reflects the challenges and opportunities of applying various aspects described below considering some key features such as decision making and controlling the manufacturing process. The mentioned approach is based on the provided scenario of the organization or industry consisting of five machines for manufacturing and a capacity level of two individual job categories to represent the desired output result in terms of practical implementation of the mentioned approaches. In the provided scenario, there are five individual machines with different operating factors and according to the mentioned structure of the manufacturing procedure.
Figure 3: The simulation model interphase 3
(Source: Self-created in Witness simulation software)
The models and theories section of the simulation model case study of the manufacturing process consists of the strategical analysis of the operational factors of the particular organization or company. There are five individual machines connected to the buffers and in a sequence according to the manufacturing method. The job category is divided into two different sections such as CAT-1 and CAT-2 and the job inter-arrival time for both categories is a negative exponential distribution with rate parameters of 80 minutes and 100 minutes respectively. The five individual machines include the negative exponential distribution and the operating pattern according to the manufacturing procedure of the particular organization or company.
Simulation model implementation
The simulation model implementation, section of the case study on the manufacturing process of any organization or industry describes the elaborate approach of the strategic analysis of the various operating methods of the organization to improve the quality of the products. The simulation model implementation, section consists of various key features such as the method of manufacturing and transferring the products or components of the organizations or industries. The simulation model of the manufacturing process consists of various components used in the simulation model of witness simulation software. The manufacturing procedure also includes the characteristics, and applications of various machine features such as the first machine are based on the operation times corresponding to the distribution of timer settings from three to five minutes to transfer the product or components to the next machine. The second machine is based on the operational factor depending on the timer setting from four to eight minutes.
Figure 4: The simulation model interphase 4
(Source: Self-created in Witness simulation software)
There are various figures provided to describe the operational factors and various key features of the manufacturing procedures of the particular organization or company according to (Tvrdon et al. 2020) the provided scenario in the question. The third machine is connected to the second machine and consists the time management operations from nine minutes to twelve minutes. The output port is connected to two different sections such as the ship and the next machine. Depending on the quality of the product and the measurement parameters, the job or work transfers to the next machine. A similar product according to the desired output will transfer to ship and the unprepared product according to the desired output will transfer to the next machine and will continue the loop of processing or manufacturing method of products. The fourth machine has a timer setting from eleven minutes to twenty minutes for operating the manufacturing method. The fifth machine is also connected with the fourth machine and acts according to the fourth machine to manufacture or process unprepared products or components of the organization or industry.
Knowledge and understanding
The knowledge and understanding section of the case study on the manufacturing process or method of various organizations or industries. The project report consists of the described approach of the strategical analysis of the product or component manufacturing techniques to improve the various key features and operational factors and the quality of the product. The provided scenario describes the operating methodologies of the organization or company. The previously described different category of jobs such as CAT-1 and CAT-2 has a different penalty for not fulfilling the required output within the deadline. The penalty charge for late submission of the project or job for both category jobs such as CAT-1 and CAT-2 is 50 units and 80 units. The penalty charge of early submission of the project or job for both category jobs is 40 units and 30 units.
Figure 5: The simulation model interphase 5
(Source: Self-created in Witness simulation software)
According to (Baharum et al. 2019) the described figures of simulation model interphases, the simulation work approach for the manufacturing process is based on the provided scenario. The particular industry also has a capacity of team members or workers based on two job categories such as CAT-1 and CAT-2 as briefly described below. The mentioned technological aspects of using five individual machines and the purpose of uses in various fields of operations are described below. The first machine is based on the pre-processing approach of the CAT-1 category job. The methodologies or process of manufacturing products or components consists of various elements to perform such as five individual machines, one product element, two different parts as an input port of the operation, and the shipping element. The elements of the simulation model describe the key features and the strategic structure to operate the manufacturing process or method of the organization or company.
Findings of data charts and analysis
The findings of the data charts and analysis section of the case study of the manufacturing process of any organization or industry are based on the approach of the strategical method to improve the quality of the product. According to (Baharum et al. 2018) the described approach, the project objective and the simulation model work are focused on the data analysis report including various operational factors and applications and advantages of the method to improve the operation strategy of the organization. The project report consists of challenges and opportunities for applying the mentioned techniques in terms of practical implementation and decision-making factors. The described approach and the simulation work model are focused on the individual two different job or work categories such as CAT-1 and CAT-2 as provided in the question.
Figure 6: The simulation model interphase 6
(Source: Self-created in Witness simulation software)
The manufacturing simulation case study of any organization or company includes various aspects to improve the operating factors of the particular industry to manage the measurement parameters of the manufacturing process. The mentioned manufacturing simulation case study reflects the challenges and opportunities of applying various aspects described below considering some key features such as decision making and controlling the manufacturing process. The mentioned approach is based on the provided scenario of the organization or industry consisting of five machines for manufacturing and a capacity level of two individual job categories to represent the desired output result in terms of practical implementation of the mentioned approaches.
Conclusion
The mentioned approach of methodologies according to the required output results of the operation for manufacturing procedure and various different organizational aspects. The mentioned approach is based on the provided scenario in the question about the organization or industry consisting of five machines for manufacturing and a capacity level of two individual job categories to represent the desired output result in terms of practical implementation of the mentioned approaches. The represented case study of the particular organization or company reflects the operational factures and patterns to manage the manufacturing process in terms of practical implementation of the manufacturing methodologies. The project objective is focused on maintaining the quality of the product and the accuracy of the various operations to strategically run the organization or industry. The problem section of the manufacturing simulation case study consists of the various production systems to solve the operating problems based on the manufacturing process of the organization or company according to the previously mentioned key features and operational factors.
Reference List
Journals
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Baharum, Z., Venkatesan, Y.R., Raidzuan, S.N.M. and Qureshi, M.I., 2018. The development of simulation model on environmental uncertainty factors for interval project completion. International Journal of Engineering & Technology, 7(2.29), pp.62-66.
Duplakova, D., Teliskova, M., Duplak, J., Torok, J., Hatala, M., Steranka, J. and Radchenko, S., 2018. Determination of optimal production process using scheduling and simulation software. International Journal of Simulation Modelling, 17(4), pp.609-622.
Dupláková, D., Telišková, M., Török, J., Paulišin, D. and Birčák, J., 2018. Application of simulation software in the production process of milled parts. SAR Journal, 1(2), pp.42-46.
Heiden, B., Alieksieiev, V. and Tonino-Heiden, B., 2020. Scalable Logistic Cell RFID Witness Model. In IoTBDS (pp. 420-427).
Knapčíková, L., Behúnová, A. and Behún, M., 2020. Using a discrete event simulation as an effective method applied in the production of recycled material. Advances in Production Engineering & Management, 15(4), pp.431-440.
Li, W., Huynh, B.H., Akhtar, H. and Myo, K.S., 2021. Discrete Event Simulation as a Robust Supporting Tool for Smart Manufacturing. In Implementing Industry 4.0 (pp. 287-312). Springer, Cham.
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Schindlerová, V., Šajdlerová, I. and Lehocká, D., 2018. Dynamic simulation for optimisation solution of manufacturing processes. In MATEC Web of Conferences (Vol. 244, p. 01010). EDP Sciences.
Tvrdon, L. and Fedorko, G., 2020. Usage of dynamic simulation in pressing shop production system design. International Journal of Simulation Modelling, 19(2), pp.185-196.
Wu, R., Huang, Z. and Xie, Y., 2021, April. Layout optimization of workshop equipment based on WITNESS. In Journal of Physics: Conference Series (Vol. 1848, No. 1, p. 012017). IOP Publishing.
Yasir, A.S.H.M. and Mohamed, N.M.Z.N., 2018, March. Assembly line efficiency improvement by using WITNESS simulation software. In IOP Conference Series: Materials Science and Engineering (Vol. 319, No. 1, p. 012004). IOP Publishing.
Yasir, A.S.H.M., Mohamed, N.M.Z.N. and Basri, A.Q., 2019. Development of framework for armoured vehicle assembly line efficiency improvement by using simulation analysis: Part 1. In IOP Conference Series: Materials Science and Engineering (Vol. 469, No. 1, p. 012090). IOP Publishing.
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