An Extended-Enterprise Digital Data Library for Through-Life Cost Estimation in Innovative Product Development

Traditionally, cost estimation methods are used to predict costs only after a product model has been built, and not at an early design stage when there is little data and information available. The traditional cost models and systems used require a large amount of detailed data before a cost calculation can be made. This research has identified that, one of the main challenges to improve this situation in modelling cost is data identification and collection. The aim of this paper therefore is to discuss the methods of developing an extended-enterprise digital data library, data searching and data transfer mechanisms to support through-life cost estimation in the innovative product development processes. The paper begins with an introduction of relevant research in data modelling in cost estimation. This is followed by a section, which highlights problems of performing cost estimates for innovative low volume products, and subsequently the proposed solutions and example applications.

[1]  Essam Shehab,et al.  A design to cost system for innovative product development , 2002 .

[2]  Alexander Layer,et al.  Recent and future trends in cost estimation , 2002, Int. J. Comput. Integr. Manuf..

[3]  S. Q. Xie,et al.  Product Development Cost Estimation in Mass Customization , 2007, IEEE Transactions on Engineering Management.

[4]  James E. Rumbaugh,et al.  Object-Oriented Modelling and Design , 1991 .

[5]  Antony R Mileham,et al.  Standards and inference of design information in through-life costing of innovative defence electronic products , 2009 .

[6]  Linda B. Newnes,et al.  A Proposed Method for Cost Estimating for Low Volume Infrequent Electronic Products , 2006, ISPE CE.

[7]  David Lowe,et al.  Data modelling and the application of a neural network approach to the prediction of total construction costs , 2002 .

[8]  M. El-Haram,et al.  Development of a generic framework for collecting whole life cost data for the building industry , 2002 .

[9]  Alan Dix,et al.  An Introduction to Artificial Intelligence , 1996 .

[10]  Jian S. Dai,et al.  Product Cost Estimation: Technique Classification and Methodology Review , 2006 .

[11]  Drew McDermott,et al.  Introduction to artificial intelligence , 1986, Addison-Wesley series in computer science.

[12]  Antony R Mileham,et al.  A Study of Life Cycle Costing in the Perspectives of Research and Commercial Applications in the 21st Century , 2007 .

[13]  Maria Hedvall Change as a cost driver in defence procurement , 2004 .

[14]  Dirk Schaefer,et al.  Costing Issues Regarding Product Variant Design , 2004 .

[15]  M. D. Al-Ansary,et al.  Concurrent optimization of manufacturing cycle cost by genetic algorithms , 2007 .