A heuristic for priority-based scheduling in a turbine manufacturing job-shop

The increasing importance of make-to-order manufacturing, inventory reduction and resource optimisation have placed further emphasis on the growing role of scheduling in the current global business environment. Often there has been a problem of applying the mathematically rich concepts of scheduling theory to solve the real-time industrial problems – in particular the problem of job-shop scheduling. In this context, in our current work, we develop a priority-based heuristic for minimising the makespan for a turbine manufacturing industry. This heuristic gives the optimal schedule based on the dynamic priorities of the customer work orders. We also propose bounds for makespan in job-shop scheduling environment. There are a host of issues addressed by the job shop scheduling system, like resource break-down, reentrance of the jobs on the resources that are already visited by the job. Our research helps in connecting the academic theory with real-time industrial scheduling problem to get better quality results.

[1]  Michael Sampels,et al.  Metaheuristics for Group Shop Scheduling , 2002, PPSN.

[2]  Manish Kumar,et al.  Integration of process planning and scheduling in a job shop environment , 2006 .

[3]  Haruhiko Suwa,et al.  Capability of cumulative delay based reactive scheduling for job shops with machine breakdowns , 2007, Comput. Ind. Eng..

[4]  Peter J. Fleming,et al.  Genetic Algorithms in Engineering Systems , 1997 .

[5]  James F. Allen Towards a General Theory of Action and Time , 1984, Artif. Intell..

[6]  Deng Hong,et al.  A grid-based scheduling system of manufacturing resources for a virtual enterprise , 2006 .

[7]  Reza Tavakkoli-Moghaddam,et al.  A computer simulation model for job shop scheduling problems minimizing makespan , 2005, Comput. Ind. Eng..

[8]  Appa Iyer Sivakumar,et al.  Job shop scheduling techniques in semiconductor manufacturing , 2006 .

[9]  Philippe Baptiste,et al.  Lagrangian bounds for just-in-time job-shop scheduling , 2008, Comput. Oper. Res..

[10]  D. Y. Sha,et al.  A hybrid particle swarm optimization for job shop scheduling problem , 2006, Comput. Ind. Eng..

[11]  Peter B. Luh,et al.  An effective approach for job-shop scheduling with uncertain processing requirements , 1999, IEEE Trans. Robotics Autom..

[12]  Malgorzata Sterna,et al.  Late work minimization in a small flexible manufacturing system , 2007, Comput. Ind. Eng..

[13]  Panos M. Pardalos,et al.  An Algorithm for the Job Shop Scheduling Problem based on Global Equilibrium Search Techniques , 2006, Comput. Manag. Sci..

[14]  Chandrasekharan Rajendran,et al.  Scheduling in dynamic assembly job-shops to minimize the sum of weighted earliness, weighted tardiness and weighted flowtime of jobs , 2005, Comput. Ind. Eng..

[15]  David Gamarnik,et al.  From Fluid Relaxations to Practical Algorithms for High-Multiplicity Job-Shop Scheduling: The Holding Cost Objective , 2003, Oper. Res..

[16]  Katariina Kemppainen,et al.  Priority scheduling revisited : dominant rules, open protocols and integrated order management , 2005 .

[17]  Robert M. Haralick,et al.  Increasing Tree Search Efficiency for Constraint Satisfaction Problems , 1979, Artif. Intell..

[18]  Moshe Sidi,et al.  Discrete-time priority queues with two-state markov modulated arrivals , 1992 .

[19]  Chandrasekharan Rajendran,et al.  Scheduling rules for dynamic shops that manufacture multi-level jobs , 2003 .

[20]  Philippe Lacomme,et al.  A memetic algorithm for the job-shop with time-lags , 2008, Comput. Oper. Res..

[21]  Wai Keung Wong,et al.  Mathematical model and genetic optimization for the job shop scheduling problem in a mixed- and multi-product assembly environment: A case study based on the apparel industry , 2006, Comput. Ind. Eng..

[22]  Aravind Srinivasan,et al.  Better approximation guarantees for job-shop scheduling , 1997, SODA '97.

[23]  Mitsuo Gen,et al.  A hybrid of genetic algorithm and bottleneck shifting for multiobjective flexible job shop scheduling problems , 2007, Comput. Ind. Eng..

[24]  Peigen Li,et al.  A very fast TS/SA algorithm for the job shop scheduling problem , 2008, Comput. Oper. Res..

[25]  Pierre Borne,et al.  EVOLUTIONARY ALGORITHMS FOR JOB-SHOP SCHEDULING , 2004 .

[26]  Jean-Charles Billaut,et al.  Multicriteria scheduling , 2005, Eur. J. Oper. Res..