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Forecasting, inventory and lot-sizing models in an uncertain-demand environment : a case study | |
Author | Praman Charernkitpan |
Call Number | AIT Thesis no.IE-93-35 |
Subject(s) | Production planning |
Note | A thesis submitted in partial fulfillment of the requirement for the degree of Master of Engineering, School of Engineering and Technology |
Publisher | Asian Institute of Technology |
Series Statement | Thesis ; no. IE-93-35 |
Abstract | This study concerns the problems of inventory and lot-sizing for Manufacturing Resources Planning System (MRP) of a sanitary fittings manufacturer in Thailand under uncertain demand environment. The main objective is to investigate and adopt suitable techniques and models for dealing with the problems. In achieving this objective, three distinct areas of the problem is proposed. These are demand forecasting, inventory system, and lot-sizing for MRP system. Due to very large number of products and component parts produced by the firm, the ABC Analysis is applied to classify them. Forecasting of demands for each products studied are obtained by using the double exponential smoothed forecasting model. Safety stocks of each products are set by adopting the service level approach to establish safety stocks. The Wagner-Whitin lot-sizing rule is used to size the production lots for MRP system. Finally, the comparison of the techniques and models adopted with the existing control policy is presented. Sensitivity analysis of the models' parameters is also discussed. |
Year | 1993 |
Corresponding Series Added Entry | Asian Institute of Technology. Thesis ; no. IE-93-35 |
Type | Thesis |
School | School of Engineering and Technology |
Department | Department of Industrial Systems Engineering (DISE) |
Academic Program/FoS | Industrial Engineering (IE) |
Chairperson(s) | Tabucanon, Mario T.; |
Examination Committee(s) | Pandey, P. C. ;Fujiwara, Okitsugu; |
Degree | Thesis (M.Eng.) - Asian Institute of Technology |