Using SPC Chart Techniques in Production Planning and Scheduling:

نویسنده

  • Thananya Wasusri
چکیده

Theoretical scheduling has reached a mature state but there are difficulties in using the theory in practice. One of the issues is the occurrence of disturbances. Studies have been done to investigate the possibility of using control chart techniques to detect disturbances in production planning and scheduling. Appropriate control chart techniques have been developed that avoid statistical problems, assuming that the whole system may be viewed as a dynamic process. To validate the new techniques, data have been collected in two different business sectors. The control charts show their ability to detect changes and their potential for practical implementation. Key words; production planning and scheduling, dynamic process, control chart Introduction Statistical Process control (SPC) is a tool which has been successfully used in both manufacturing and non-manufacturing sectors. SPC charts were first developed to distinguish between common causes and special causes of variation. The ability to distinguish between the two causes results in improvements in a process by reducing the variation. If no points fall outside the control limits and non-random trends are not evident, the process is said to be stable or in statistical control. Reduction in process variation can be achieved even when the process achieves stability, but radical change may be required. Therefore, SPC charts are tools that can be used to achieve process stability, to provide a guideline to reduce process variation, to assess a process’s performance and to provide information for management (Dale ,1994). Classical production planning and scheduling have been viewed as being in a mature state (MacCarthy and Liu, 1993), but there are difficulties in using the theory in practice and many organisations continue to have problems in planning, scheduling and control. Stoop and Wiers (1996) give a number of causes which affect the applicability of scheduling techniques in practice. Disturbances from machine breakdowns, unavailability of raw material, rush orders and human factors may occur frequently. To achieve the stability of production planning and scheduling, Wasusri and MacCarthy (2000) have proposed that production planning, scheduling and control be looked at as a dynamic control process. SPC techniques could be applied in order to detect all changes in the process. However, many caveats have been raised in implement SPC charts in non-manufacturing applications (Humble, 1998), (Lewis, 1999), (Finison, et al., 1993), (Wood, 1994). MacCarthy

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Integration of the Decisions Associated with Maintenance Management and Process Control for a Series Production System

This paper studies a series production system through the integration of the decisions associated with Maintenance Management (MM) and Statistical Process Control (SPC). Hence, the primary question of the paper can be stated as follows: In a series production system, how can the decisions of MM and SPC be coordinated? To this end, an integrated mathematical model of MM and SPC is developed. Usi...

متن کامل

A Hierarchical Production Planning and Finite Scheduling Framework for Part Families in Flexible Job-shop (with a case study)

Tendency to optimization in last decades has resulted in creating multi-product manufacturing systems. Production planning in such systems is difficult, because optimal production volume that is calculated must be consistent with limitation of production system. Hence, integration has been proposed to decide about these problems concurrently. Main problem in integration is how we can relate pro...

متن کامل

Simultaneous production planning and scheduling in a hybrid flow shop with time periods and work shifts

Simultaneous production planning and scheduling has been identified as one of the most important factors that affect the efficient implementation of planning and scheduling operations for the production systems. In this paper, simultaneous production planning and scheduling is applied in a hybrid flow shop environment, which has numerous applications in real industrial settings. In this problem...

متن کامل

Exact Mixed Integer Programming for Integrated Scheduling and Process Planning in Flexible Environment

This paper presented a mixed integer programming for integrated scheduling and process planning. The presented process plan included some orders with precedence relations similar to Multiple Traveling Salesman Problem (MTSP), which was categorized as an NP-hard problem. These types of problems are also called advanced planning because of simultaneously determining the appropriate sequence and m...

متن کامل

An economic-statistical model for production and maintenance planning under adaptive non-central chi-square control chart

Most of the inventory control models assume that quality defect never happens, which means production process is perfect. However, in real manufacturing processes, the production process starts its operation in the in-control state; but after a period of time, shifts to the out-of-control state because of occurrence of some disturbances. In this paper, in order to approach the model to real man...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2001