A Study of the Evolution of Uncertainty in Product Development as a Basis for Overlapping

Overlapping new product design process is widely applied in industry. However, selections of appropriate overlapping strategies based on the prediction of process performance can be problematic due to insufficient understanding on the dependence between design processes and its effect on the performance. This paper introduces a new model for a product design organization that is based on the evolving nature of the design process, the dependence between up and downstream design specifications, and the design technology being adopted. The model presents an evaluation method for quantifying the downstream evolutionary behavior. Through an industrial case study, it is applied to evaluate how the design performances vary under different overlapping strategies and how to determine an optimal overlapping; the results imply that the performance is contingent on the strategy, and no single strategy outperforms in overall performance measures. Furthermore, the model measures process dependency - a quantification of the downstream work that is indifferent to the change of the upstream. This quantification can be applied to determine the rework probability or rework function proposed by other studies. The model also addresses the rationale of how improving design technology efficiency can lead to an upgrading of design performances.

[1]  Claude E. Shannon,et al.  A mathematical theory of communication , 1948, MOCO.

[2]  P. John Clarkson,et al.  Impacts of concurrency, iteration, design review, and problem complexity on design project lead time and error generation , 2012, Concurr. Eng. Res. Appl..

[3]  Christoph H. Loch,et al.  Exchanging Preliminary Information in Concurrent Engineering: Alternative Coordination Strategies , 2002, Organ. Sci..

[4]  Yoke San Wong,et al.  Optimal overlapping and functional interaction in product development , 2009, Eur. J. Oper. Res..

[5]  Steven D. Eppinger,et al.  A simulation-based process model for managing complex design projects , 2005, IEEE Transactions on Engineering Management.

[6]  Zheng Wang,et al.  Optimizing the concurrency for a group of design activities , 2005, IEEE Transactions on Engineering Management.

[7]  Yoke San Wong,et al.  A dynamic model for managing overlapped iterative product development , 2008, Eur. J. Oper. Res..

[8]  David K. H. Chua,et al.  Overlapping design and construction activities and an optimization approach to minimize rework , 2014 .

[9]  Tyson R. Browning,et al.  Modeling impacts of process architecture on cost and schedule risk in product development , 2002, IEEE Trans. Engineering Management.

[10]  Christopher Alexander Notes on the Synthesis of Form , 1964 .

[11]  Yanjun Qian,et al.  Managing the Concurrent Execution of Dependent Product Development Stages , 2012, IEEE Transactions on Engineering Management.

[12]  Erik Jan Hultink,et al.  4 Product development performance: strategy, organization and management in the world auto industry☆ , 1994 .

[13]  Nadia Bhuiyan,et al.  Simulation of the New Product Development Process for Performance Improvement , 2004, Manag. Sci..

[14]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[15]  Hong-Bae Jun,et al.  On identifying and estimating the cycle time of product development process , 2005, IEEE Trans. Engineering Management.

[16]  Keith R. Molenaar,et al.  Concurrent Engineering Approach to Reducing Design Delivery Time , 2005 .

[17]  David K. H. Chua,et al.  A simulation model to study the impact of early information on design duration and redesign , 2011 .

[18]  Christoph H. Loch,et al.  A Retrospective Look at Production and Operations Management Articles on New Product Development , 2009 .

[19]  Marco Iansiti,et al.  SCIENCE‐BASED PRODUCT DEVELOPMENT: AN EMPIRICAL STUDY OF THE MAINFRAME COMPUTER INDUSTRY , 1995 .

[20]  Keith R. Molenaar,et al.  Simulation of Overlapping Design Activities in Concurrent Engineering , 2011 .

[21]  Juite Wang,et al.  An overlapping process model to assess schedule risk for new product development , 2009, Comput. Ind. Eng..

[22]  E. Jaynes Information Theory and Statistical Mechanics , 1957 .

[23]  Yanjun Qian,et al.  Production , Manufacturing and Logistics Overlapping and communication policies in product development , 2009 .

[24]  Kim B. Clark,et al.  The Uneasy alliance: Managing the productivity-technology dilemma , 1985 .

[25]  Srinivas Talluri,et al.  Faster, better, cheaper: A study of NPD project efficiency and performance tradeoffs , 2006 .

[26]  Robert P. Smith,et al.  A predictive model of sequential iteration in engineering design , 1997 .

[27]  Tyson R. Browning,et al.  An Adaptive Process Model to Support Product Development Project Management , 2009, IEEE Transactions on Engineering Management.

[28]  Tao Yao,et al.  An overlapping-based process model for managing schedule and cost risk in product development , 2012, Concurr. Eng. Res. Appl..

[29]  Steven D. Eppinger,et al.  A Model-Based Framework to Overlap Product Development Activities , 1997 .

[30]  Kai Yang,et al.  Development of a fuzzy goal programming model for optimization of lead time and cost in an overlapped product development project using a Gaussian Adaptive Particle Swarm Optimization-based approach , 2011, Eng. Appl. Artif. Intell..

[31]  Viswanathan Krishnan Design process improvement : sequencing and overlapping activities in product development , 1993 .

[32]  Christoph H. Loch,et al.  Measuring the Effectiveness of Overlapping Development Activities , 1999 .

[33]  Reza H. Ahmadi,et al.  Time-Cost Trade-Offs in Overlapped Product Development , 2000, Oper. Res..

[34]  P. John Clarkson,et al.  Change impact on a product and its redesign process: a tool for knowledge capture and reuse , 2013 .

[35]  Christopher D. McDaniel,et al.  A linear system framework for analyzing the automotive appearance design process , 1996 .

[36]  Christoph H. Loch,et al.  Communication and Uncertainty in Concurrent Engineering , 1998 .

[37]  Yanjun Qian,et al.  Organizing Interrelated Activities in Complex Product Development , 2014, IEEE Transactions on Engineering Management.

[38]  W. E. Hick Quarterly Journal of Experimental Psychology , 1948, Nature.

[39]  Stefan H. Thomke,et al.  The Role of Flexibility in the Development of New Products , 1997 .

[40]  Christoph H. Loch,et al.  Parallel and Sequential Testing of Design Alternatives , 2001, Manag. Sci..

[41]  O. Hauptman,et al.  The influence of process concurrency on project outcomes in product development: an empirical study of cross-functional teams , 1996 .

[42]  Bo Zhang,et al.  The impact of uncertainty and ambiguity related to iteration and overlapping on schedule of product development projects , 2014 .

[43]  Shun-Hsing Chen,et al.  An Empirical Study of Technological Innovation, Organizational Structure and New Product Development of the High-tech Industry , 2011 .

[44]  Reza H. Ahmadi,et al.  Concurrent Crashing and Overlapping in Product Development , 2004, Oper. Res..

[45]  Ali E. Abbas,et al.  Entropy methods for joint distributions in decision analysis , 2006, IEEE Transactions on Engineering Management.

[46]  Bo Zhang,et al.  An Overlapping-Based Design Structure Matrix for Measuring Interaction Strength and Clustering Analysis in Product Development Project , 2014, IEEE Transactions on Engineering Management.