An evaluation system of the setting up of predictive maintenance programmes

Predictive Maintenance can provide an increase in safety, quality and availability in industrial plants. However, the setting up of a Predictive Maintenance Programme is a strategic decision that until now has lacked analysis of questions related to its setting up, management and control. In this paper, an evaluation system is proposed that carries out the decision making in relation to the feasibility of the setting up. The evaluation system uses a combination of tools belonging to operational research such as: Analytic Hierarchy Process, decision rules and Bayesian tools. This system is a help tool available to the managers of Predictive Maintenance Programmes which can both increase the number of Predictive Maintenance Programmes set up and avoid the failure of these programmes. The Evaluation System has been tested in a petrochemical plant and in a food industry.

[1]  Marvin Rausand,et al.  Reliability centered maintenance , 1998 .

[2]  Poong-Hyun Seong,et al.  A method for risk-informed safety significance categorization using the analytic hierarchy process and bayesian belief networks , 2004, Reliab. Eng. Syst. Saf..

[3]  R. H. Clifton Principles of planned maintenance , 1974 .

[4]  Leonardo Ensslin,et al.  Decision Support Systems in action: Integrated application in a multicriteria decision aid process , 1999, Eur. J. Oper. Res..

[5]  Marcello Braglia,et al.  The analytic hierarchy process applied to maintenance strategy selection , 2000, Reliab. Eng. Syst. Saf..

[6]  Carlos A. Bana e Costa,et al.  A career choice problem: An example of how to use MACBETH to build a quantitative value model based on qualitative value judgments , 2004, Eur. J. Oper. Res..

[7]  T. Saaty The Analytic Network Process , 2001 .

[8]  L. Pintelon,et al.  A framework for maintenance concept development , 2002 .

[9]  Helmut Schneider,et al.  A condition based maintenance model for a two-unit series system , 1999, Eur. J. Oper. Res..

[10]  Albert H. C. Tsang,et al.  A strategic approach to managing maintenance performance , 1998 .

[11]  Wolfgang Ossadnik,et al.  AHP-based evaluation of AHP-Software , 1999, Eur. J. Oper. Res..

[12]  Gerald M. Knapp,et al.  Determining the most important criteria in maintenance decision making , 1997 .

[13]  Salih O. Duffuaa,et al.  The use of an analytical hierarchy process in pavement maintenance priority ranking , 1999 .

[14]  U. Kunze Condition telemonitoring and diagnosis of power plants using web technology , 2003 .

[15]  Siegfried Eisinger,et al.  Modeling of uncertainties in reliability centered maintenance - a probabilistic approach , 2001, Reliab. Eng. Syst. Saf..

[16]  Rommert Dekker,et al.  On the impact of optimisation models in maintenance decision making: the state of the art , 1998 .

[17]  Rambabu Kodali,et al.  Analytical hierarchy process for justification of total productive maintenance , 2001 .

[18]  P. V. Varde,et al.  An operator support system for research reactor operations and fault diagnosis through a connectionist framework and PSA based knowledge based systems , 1998 .

[19]  Albert H. C. Tsang,et al.  Condition-based maintenance: tools and decision making , 1995 .

[20]  Shey-Huei Sheu,et al.  Optimum policies for a system with general imperfect maintenance , 2006, Reliab. Eng. Syst. Saf..

[21]  R. P. Mohanty,et al.  Advanced manufacturing technology selection:A strategic model for learning and evaluation , 1998 .

[22]  John Yuan,et al.  Optimal maintenance policy for a Markovian system under periodic inspection , 2001, Reliab. Eng. Syst. Saf..

[23]  Diego J. Pedregal,et al.  State space models for condition monitoring: a case study , 2006, Reliab. Eng. Syst. Saf..

[24]  D. M. Karydas,et al.  A method for the efficient prioritization of infrastructure renewal projects , 2006, Reliab. Eng. Syst. Saf..

[25]  Enrico Zio,et al.  On the use of the analytic hierarchy process in the aggregation of expert judgments , 1996 .

[26]  Qian Wang,et al.  Priority setting in maintenance management: a modified multi-attribute approach using analytic hierarchy process , 1998 .

[27]  Fan-Tien Cheng,et al.  Development of an e-Diagnostics/Maintenance framework for semiconductor factories with security considerations , 2003, Adv. Eng. Informatics.

[28]  L. Swanson Linking maintenance strategies to performance , 2001 .

[29]  J. P. Modak,et al.  Maintenance strategy for tilting table of rolling mill based on reliability considerations , 2003, Reliab. Eng. Syst. Saf..

[30]  Magdi Sami Moustafa,et al.  Optimal major and minimal maintenance policies for deteriorating systems , 2004, Reliab. Eng. Syst. Saf..

[31]  E. Kevin Doyle On the application of stochastic models in nuclear power plant maintenance , 2004, Eur. J. Oper. Res..

[32]  A. H. Christer,et al.  A state space condition monitoring model for furnace erosion prediction and replacement , 1997 .

[33]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[34]  Sebastian Martorell,et al.  An approach to integrating surveillance and maintenance tasks to prevent the dominant failure causes of critical components , 1995 .

[35]  P. Jonsson Company-wide integration of strategic maintenance: An empirical analysis , 1999 .

[36]  Laura Swanson,et al.  An information-processing model of maintenance management , 2003 .

[37]  David J. Edwards,et al.  Predictive maintenance techniques and their relevance to construction plant , 1998 .

[38]  J. Vatn Maintenance optimisation from a decision theoretical point of view , 1997 .

[39]  Enrico Cagno,et al.  Using AHP in determining the prior distributions on gas pipeline failures in a robust Bayesian approach , 2000, Reliab. Eng. Syst. Saf..

[40]  Evangelos Triantaphyllou,et al.  USING THE ANALYTIC HIERARCHY PROCESS FOR DECISION MAKING IN ENGINEERING APPLICATIONS: SOME CHALLENGES , 1995 .

[41]  John Crocker,et al.  Age-related maintenance versus reliability centred maintenance: a case study on aero-engines , 2000, Reliab. Eng. Syst. Saf..

[42]  R. Keith Mobley,et al.  Plant Engineer's Handbook , 2001 .

[43]  Jan Emblemsvåg,et al.  Decision support in selecting maintenance organization , 2003 .

[44]  Jean-Marie Proth,et al.  Predictive maintenance: The one-unit replacement model , 1998 .

[45]  Diego J. Pedregal,et al.  RCM2 predictive maintenance of railway systems based on unobserved components models , 2004, Reliab. Eng. Syst. Saf..

[46]  J. P. Modak,et al.  Application of RCM to a medium scale industry , 2002, Reliab. Eng. Syst. Saf..

[47]  Felix Schmid,et al.  A reliability centered approach to remote condition monitoring. A railway points case study , 2003, Reliab. Eng. Syst. Saf..

[48]  Albert H. C. Tsang Strategic dimensions of maintenance management , 2002 .

[49]  María Carmen Carnero Selection of diagnostic techniques and instrumentation in a predictive maintenance program. A case study , 2005 .

[50]  E. Craye,et al.  Indirect predictive monitoring in flexible manufacturing systems , 2000 .

[51]  Michael W. Golay,et al.  An integrated method for comprehensive sensor network development in complex power plant systems , 2000, Reliab. Eng. Syst. Saf..

[52]  K. A. Adebiyi,et al.  An appraisal of maintenance practice in food industries in Nigeria , 2004 .

[53]  J. M. Worm,et al.  Model based decision support for planning of road maintenance , 1996 .

[54]  Enrique F. Castillo,et al.  Expert Systems and Probabilistic Network Models , 1996, Monographs in Computer Science.

[55]  M.Carmen Carnero Moya The control of the setting up of a predictive maintenance programme using a system of indicators , 2004 .

[56]  Ana Sánchez,et al.  The use of maintenance indicators to evaluate the effects of maintenance programs on NPP performance and safety , 1999 .

[57]  Panos M. Pardalos,et al.  On the Evaluation and Application of Different Scales For Quantifying Pairwise Comparisons in Fuzzy Sets , 1994 .

[58]  B.K.N. Rao,et al.  Handbook of Condition Monitoring , 1996 .

[59]  J. Tylee,et al.  On-line failure detection in nuclear power plant instrumentation , 1983 .

[60]  Khurrum S. Bhutta,et al.  Supplier selection problem: a comparison of the total cost of ownership and analytic hierarchy process approaches , 2002 .

[61]  Constantinos A. Balaras,et al.  Infrared thermography for building diagnostics , 2002 .

[62]  Basim Al-Najjar,et al.  Enhancing a company's profitability and competitiveness using integrated vibration-based maintenance: A case study , 2004, Eur. J. Oper. Res..

[63]  Basim Al-Najjar,et al.  Practical models for condition monitoring inspection intervals , 1999 .

[64]  Liliane Pintelon,et al.  Maintenance concept development: A case study , 2004 .

[65]  Antonio Sánchez Heguedas,et al.  Models for maintenance optimization: a study for repairable systems and finite time periods , 2002, Reliab. Eng. Syst. Saf..

[66]  Shuo Wei Zeng,et al.  Discussion on maintenance strategy, policy and corresponding maintenance systems in manufacturing , 1997 .