Progress functions : a general model

This paper offers a general model of the manufacturing progress phenomenon. It is suggested that manufacturing progress can be described and its course predicted by two empirical equations. The first equation, a power function, describes the startup, while the second equation describes the relationship between the parameters of the first. The model is strongly supported by data from startups of 172 products and processes that occurred in several countries and facilities. To be useful for production decisions, parameter estimates far in advance of production are necessary. This has been the Achilles' heel of models that depend on the production of the first unit to get started. The proposed parameter model removes this obstacle, thus providing an effective means of predicting the parameters of a new startup.

[1]  C. Pegels On Startup or Learning Curves: An Expanded View , 1969 .

[2]  Denis Royston Towill,et al.  The effect of prior experience on learning curve parameters , 1987 .

[3]  Denis Royston Towill,et al.  The Use of Learning Curve Models for Prediction of Batch Production Performance , 1985 .

[4]  Tarald O. Kvålseth,et al.  The effect of task complexity on the human learning function , 1978 .

[5]  D. R. Towill,et al.  Transfer Functions and Learning Curves , 1976 .

[6]  E. A. Hackett Application of a set of learning curve models to repetitive tasks , 1983 .

[7]  Edward Alfred Hackett Development and application of learning curves , 1974 .

[8]  Selwyn W. Becker,et al.  Organization Structure and Complex Problem Solving , 1969 .

[9]  H. Asher Cost-quantity relationships in the airframe industry , 1956 .

[10]  T. P. Wright,et al.  Factors affecting the cost of airplanes , 1936 .

[11]  J. R. De Jong,et al.  THE EFFECTS OF INCREASING SKILL ON CYCLE TIME AND ITS CONSEQUENCES FOR TIME STANDARDS , 1957 .

[12]  Werner Z. Hirsch,et al.  Firm Progress Ratios , 1956 .

[13]  G. A. Bohlen,et al.  A learning curve prediction model for operators performing industrial bench assembly operations , 1976 .

[14]  Denis Royston Towill,et al.  Time-dependent changes in the production levels of experienced workers , 1979 .

[15]  Louis E. Yelle THE LEARNING CURVE: HISTORICAL REVIEW AND COMPREHENSIVE SURVEY , 1979 .

[16]  Edward R. F. W. Crossman,et al.  Minimization of worker induction and training cost through job enrichment , 1976 .

[17]  Werner Z. Hirsch,et al.  Manufacturing Progress Functions , 1952 .