Managing Capacity in the High-Tech Industry: A Review of Literature

Abstract This article surveys a new generation of analytical tools for capacity planning and management, especially in high-tech industries such as semiconductors, electronics and bio-techs. The objectives of the article are to (1) identify fundamental theory driving current research in capacity management, (2) review emerging models in operations research, game theory, and economics that address strategic, tactical and operational decision models for high-tech capacity management, and (3) take an in-depth look at capacity-optimization models developed in the specific context of semiconductor manufacturing. The goal of this survey is to go beyond typical production-planning and capacity-management literature and to examine research that can potentially broaden capacity-planning research. For instance, we explore the role of option theory and real options in modeling capacity decisions. We not only examine capacity-planning problems from the perspective of a particular firm, but also the interaction of capacity investment among supply chain partners. Not only are these issues increasingly important in the fast-changing high-tech environment, they draw on new tools from different disciplines and pose significant intellectual challenges. We also examine papers that represent the multifaceted nature of high-tech capacity planning, integrating capacity decisions with issues related to contracting, coordination, sourcing, and capacity configurations.

[1]  A. S. Manne CAPACITY EXPANSION AND PROBABILISTIC GROWTH , 1961 .

[2]  E. Prescott,et al.  Investment Under Uncertainty , 1971 .

[3]  F. Black,et al.  The Pricing of Options and Corporate Liabilities , 1973, Journal of Political Economy.

[4]  R. McDonald,et al.  Investment and the Valuation of Firms When There Is an Option to Shut Down , 1985 .

[5]  F. Fabozzi Advances in Futures and Options Research , 1987 .

[6]  Hong Chen,et al.  Empirical Evaluation of a Queueing Network Model for Semiconductor Wafer Fabrication , 1988, Oper. Res..

[7]  Avinash Dixit,et al.  Irreversible Investment with Uncertainty and Scale Economies , 1992 .

[8]  Reha Uzsoy,et al.  A REVIEW OF PRODUCTION PLANNING AND SCHEDULING MODELS IN THE SEMICONDUCTOR INDUSTRY PART I: SYSTEM CHARACTERISTICS, PERFORMANCE EVALUATION AND PRODUCTION PLANNING , 1992 .

[9]  Robert S. Pindyck,et al.  A Note on Competitive Investment under Uncertainty , 1993 .

[10]  Reha Uzsoy,et al.  A review of production planning and scheduling models in the semiconductor industry , 1994 .

[11]  Avinash Dixit,et al.  Options, the Value of Capital, and Investment , 1995 .

[12]  L. Trigeorgis Real Options: Managerial Flexibility and Strategy in Resource Allocation , 1996 .

[13]  Janice C. Eberly,et al.  Multi-Factor Dynamic Investment Under Uncertainty , 1996 .

[14]  David D. Yao,et al.  A queueing network model for semiconductor manufacturing , 1996 .

[15]  Donald A. Hicks Evolving complexity and cost dynamics in the semiconductor industry , 1996 .

[16]  J. Everton,et al.  Capacity planning for development wafer fab expansion , 1996, IEEE/SEMI 1996 Advanced Semiconductor Manufacturing Conference and Workshop. Theme-Innovative Approaches to Growth in the Semiconductor Industry. ASMC 96 Proceedings.

[17]  J. D. Witte Using static capacity modeling techniques in semiconductor manufacturing , 1996, IEEE/SEMI 1996 Advanced Semiconductor Manufacturing Conference and Workshop. Theme-Innovative Approaches to Growth in the Semiconductor Industry. ASMC 96 Proceedings.

[18]  A. Dixit INVESTMENT AND EMPLOYMENT DYNAMICS IN THE SHORT RUN AND THE LONG RUN , 1997 .

[19]  Nalin Kulatilaka,et al.  Real Options: Managing Strategic Investment in an Uncertain World , 1998 .

[20]  J. V. Mieghem Investment Strategies for Flexible Resources , 1998 .

[21]  Nalin Kulatilaka,et al.  Strategic Growth Options , 1998 .

[22]  C. Aliprantis,et al.  Games and Decision Making , 1999 .

[23]  Jonathan F. Bard,et al.  AN OPTIMIZATION APPROACH TO CAPACITY EXPANSION IN SEMICONDUCTOR MANUFACTURING FACILITIES , 1999 .

[24]  John W. Fowler,et al.  A group-technology-coded literature review of semiconductor manufacturing operations publications: the MASMLAB bibliography web site , 1999, ICMTS 1999.

[25]  J. R. Duley,et al.  As good as it gets: optimal fab design and deployment , 1999 .

[26]  James R. Bradley,et al.  The Simultaneous Planning of Production, Capacity, and Inventory in Seasonal Demand Environments , 1999, Oper. Res..

[27]  Nicolas P. B. Bollen,et al.  Real Options and Product Life Cycles , 1999 .

[28]  Jan A. Van Mieghem,et al.  Price Versus Production Postponement: Capacity and Competition , 1999 .

[29]  Stuart Bermon,et al.  Capacity Optimization Planning System (CAPS) , 1999, Interfaces.

[30]  J. Michael Harrison,et al.  Multi-Resource Investment Strategies: Operational Hedging Under Demand Uncertainty , 1997, Eur. J. Oper. Res..

[31]  Thomas Dangl,et al.  Investment and capacity choice under uncertain demand , 1999, Eur. J. Oper. Res..

[32]  Robert M. Fuhrer,et al.  Coordinating Investment, Production, and Subcontracting , 1999 .

[33]  James C. Chen,et al.  Capacity planning for a twin fab , 1999, 1999 IEEE International Symposium on Semiconductor Manufacturing Conference Proceedings (Cat No.99CH36314).

[34]  F. Chance,et al.  Capacity planning in the face of product-mix uncertainty , 1999, 1999 IEEE International Symposium on Semiconductor Manufacturing Conference Proceedings (Cat No.99CH36314).

[35]  T. J. Occhino Capacity planning model: the important inputs, formulas, and benefits , 2000, 2000 IEEE/SEMI Advanced Semiconductor Manufacturing Conference and Workshop. ASMC 2000 (Cat. No.00CH37072).

[36]  Y-C Chou,et al.  A tool portfolio planning methodology for semiconductor wafer fabs , 2000, 2000 Semiconductor Manufacturing Technology Workshop (Cat. No.00EX406).

[37]  S. C. Wood,et al.  Optimal Sizing and Timing of Modular Capacity Expansions , 2000 .

[38]  Jayashankar M. Swaminathan Tool capacity planning for semiconductor fabrication facilities under demand uncertainty , 2000, Eur. J. Oper. Res..

[39]  John R. Birge,et al.  Option Methods for Incorporating Risk into Linear Capacity Planning Models , 2000, Manuf. Serv. Oper. Manag..

[40]  Sunil Kumar,et al.  Queueing network models in the design and analysis of semiconductor wafer fabs , 2001, IEEE Trans. Robotics Autom..

[41]  Maqbool Dada,et al.  Sourcing decisions with capacity reservation contracts , 2001, Eur. J. Oper. Res..

[42]  Gérard P. Cachon,et al.  Contracting to Assure Supply: How to Share Demand Forecasts in a Supply Chain , 2001, Manag. Sci..

[43]  Edward H. Bowman,et al.  Real Options Analysis and Strategic Decision Making , 2001 .

[44]  S. David Wu,et al.  Procurement Planning to Maintain Both Short-Term Adaptiveness and Long-Term Perspective , 2001, Manag. Sci..

[45]  Alper Atamtürk,et al.  Capacity Acquisition, Subcontracting, and Lot Sizing , 2001, Manag. Sci..

[46]  Scott J. Mason,et al.  Improving electronics manufacturing supply chain agility through outsourcing , 2002 .

[47]  J. Birge,et al.  Optimal Portfolio of Reconfigurable and Dedicated Capacity under Uncertainty , 2002 .

[48]  Michael A. Jones Games and Decision Making , 2002 .

[49]  Yehuda Bassok,et al.  Coordination and Flexibility in Supply Contracts with Options , 2002, Manuf. Serv. Oper. Manag..

[50]  Chan S. Park,et al.  Decision Making Under Uncertainty—Real Options to the Rescue? , 2002 .

[51]  Robin O. Roundy,et al.  Evaluation of capacity planning practices for the semiconductor industry , 2002 .

[52]  Evan L. Porteus,et al.  Simultaneous Capacity and Production Management of Short-Life-Cycle, Produce-to-Stock Goods Under Stochastic Demand , 2002, Manag. Sci..

[53]  Hemantha S. B. Herath,et al.  MULTI-STAGE CAPITAL INVESTMENT OPPORTUNITIES AS COMPOUND REAL Options , 2002 .

[54]  S. C. Wood,et al.  Simple cost models of high-process-mix wafer fabs at different capacities , 2002 .

[55]  W. Hopp,et al.  Using an optimized queueing network model to support wafer fab design , 2002 .

[56]  Joseph M. Milner,et al.  Supply chain capacity and outsourcing decisions: the dynamic interplay of demand and supply uncertainty , 2002 .

[57]  Nils Rudi,et al.  Newsvendor Networks: Inventory Management and Capacity Investment with Discretionary Activities , 2002, Manuf. Serv. Oper. Manag..

[58]  Diane M. Lander,et al.  A BETTER UNDERSTANDING OF WHY NPV UNDERVALUES MANAGERIAL FLEXIBILITY , 2002 .

[59]  Christian Terwiesch,et al.  Managing Demand and Sales Dynamics in New Product Diffusion Under Supply Constraint , 2002, Manag. Sci..

[60]  D. J. Wu,et al.  Optimal bidding and contracting strategies for capital-intensive goods , 2002, Eur. J. Oper. Res..

[61]  ROBERT M.E. CHRISTIE,et al.  Semiconductor capacity planning: stochastic modeling and computational studies , 2002 .

[62]  S. DAVID WU,et al.  Decentralizing semiconductor capacity planning via internal market coordination , 2002 .

[63]  Jayashankar M. Swaminathan,et al.  Tool procurement planning for wafer fabrication facilities: a scenario-based approach , 2002 .

[64]  Brian Tomlin,et al.  Capacity Investments in Supply Chains: Sharing the Gain Rather Than Sharing the Pain , 2003, Manuf. Serv. Oper. Manag..

[65]  Jan A. Van Mieghem,et al.  Commissioned Paper: Capacity Management, Investment, and Hedging: Review and Recent Developments , 2003, Manuf. Serv. Oper. Manag..

[66]  Yoshio Iwata,et al.  Multi-objective capacity planning for agile semiconductor manufacturing , 2003 .

[67]  Feng Cheng,et al.  Flexible Supply Contracts via Options , 2003 .

[68]  D. J. Wu,et al.  Integrating Long- and Short-Term Contracting via Business-to-Business Exchanges for Capital-Intensive Industries , 2003, Manag. Sci..

[69]  Capacity Reservation for Capital-Intensive Technologies , 2003 .

[70]  Gérard P. Cachon Supply Chain Coordination with Contracts , 2003, Supply Chain Management.

[71]  Multi-objective capacity planning for semiconductor wafer fabrication , 2003 .

[72]  S. David Wu,et al.  Coordinating Strategic Capacity Planning in the Semiconductor Industry , 2003, Oper. Res..

[73]  Bülent Çatay,et al.  Tool capacity planning in semiconductor manufacturing , 2003, Comput. Oper. Res..

[74]  Jan A. Van Mieghem Capacity Management, Investment, and Hedging: Review and Recent Developments , 2003 .

[75]  Stuart Bermon,et al.  Capacity planning under demand uncertainty for semiconductor manufacturing , 2003 .

[76]  E. Plambeck,et al.  Supply Chain Relationships and Contracts: The Impact of Repeated Interaction on Capacity Investment and Procurement , 2003 .

[77]  Stefan Spinler,et al.  The Valuation of Options on Capacity , 2003 .

[78]  Stefan Spinler Capacity Reservation for Capital-intensive Technologies: An Options Approach , 2003 .

[79]  M. Broadie,et al.  Option Pricing: Valuation Models and Applications , 2004 .

[80]  Pauli Murto,et al.  Timing of investments in oligopoly under uncertainty: A framework for numerical analysis , 2004, Eur. J. Oper. Res..

[81]  W. T. Huh,et al.  Optimal capacity expansion for multi-product, multi-machine manufacturing systems with stochastic demand , 2004 .

[82]  John J. Neale,et al.  The practice of supply chain management : where theory and application converge , 2004 .

[83]  Blake Johnson,et al.  Creating and Leveraging Options in the High Technology Supply Chain , 2004 .

[84]  Sarah M. Ryan,et al.  Capacity Expansion for Random Exponential Demand Growth with Lead Times , 2004, Manag. Sci..

[85]  Bariş Tan Subcontracting with availability guarantees: production control and capacity decisions , 2004 .

[86]  Ebru K. Bish,et al.  Optimal Investment Strategies for Flexible Resources, Considering Pricing and Correlated Demands , 2004, Oper. Res..

[87]  Mark Broadie,et al.  ANNIVERSARY ARTICLE: Option Pricing: Valuation Models and Applications , 2004, Manag. Sci..

[88]  Suman Mallik,et al.  Coordinating supply chains with competition: Capacity allocation in semiconductor manufacturing , 2004, Eur. J. Oper. Res..

[89]  Fernando Bernstein,et al.  Decentralized Pricing and Capacity Decisions in a Multitier System with Modular Assembly , 2004, Manag. Sci..

[90]  Oktay Günlük,et al.  Robust capacity planning in semiconductor manufacturing , 2005 .

[91]  Robin O. Roundy,et al.  A continuous‐time strategic capacity planning model , 2005 .

[92]  Erica L. Plambeck,et al.  The Impact of Duplicate Orders on Demand Estimation and Capacity Investment , 2003, Manag. Sci..

[93]  D. J. Wu,et al.  Competitive Options, Supply Contracting, and Electronic Markets , 2005, Manag. Sci..

[94]  Peter H. Ritchken,et al.  Option Pricing with Downward-Sloping Demand Curves: The Case of Supply Chain Options , 2005, Manag. Sci..

[95]  Özalp Özer,et al.  Strategic Commitments for an Optimal Capacity Decision Under Asymmetric Forecast Information , 2006, Manag. Sci..

[96]  Erica L. Plambeck,et al.  Decision, Risk & Operations Working Papers Series Supply Chain Relationships and Contracts: The Impact of Repeated Interaction on Capacity Investment and Procurement , 2006 .