A novel nonuniform discrete time formulation for short-term scheduling of batch and continuous processes

被引:42
作者
Lee, KH [1 ]
Park, HI [1 ]
Lee, IB [1 ]
机构
[1] Pohang Univ Sci & Technol, Dept Chem Engn, Pohang 790784, South Korea
关键词
D O I
10.1021/ie000513e
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
We propose a novel nonuniform time discretization method (NUDM) formulation for a shortterm scheduling problem of batch and continuous operations. It aims to reduce the size of resultant MILP models by avoiding the use of a high dimensioned task-time matching binary variable defined in previous NUDM approaches. We devised several efficient constraints, with subdivided binary variables assigned to the start, process, and end event of each task. Several types of examples show that the proposed formulation is both general and efficient. For instance, we discuss fixed and variable processing time problems, and a sequence-dependent setup-time problem. A simple optimization algorithm tailored for a periodic scheduling problem is also proposed.
引用
收藏
页码:4902 / 4911
页数:10
相关论文
共 13 条
[1]   An improved RTN continuous-time formulation for the short-term scheduling of multipurpose batch plants [J].
Castro, P ;
Barbosa-Póvoa, APFD ;
Matos, H .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2001, 40 (09) :2059-2068
[2]   Effective continuous-time formulation for short-term scheduling. 1. Multipurpose batch processes [J].
Ierapetritou, MG ;
Floudas, CA .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1998, 37 (11) :4341-4359
[3]   Effective continuous-time formulation for short-term scheduling.: 3.: Multiple intermediate due dates [J].
Ierapetritou, MG ;
Hené, TS ;
Floudas, CA .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1999, 38 (09) :3446-3461
[4]   Effective continuous-time formulation for short-term scheduling. 2. Continuous and semicontinuous processes [J].
Ierapetritou, MG ;
Floudas, CA .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1998, 37 (11) :4360-4374
[5]   A GENERAL ALGORITHM FOR SHORT-TERM SCHEDULING OF BATCH-OPERATIONS .1. MILP FORMULATION [J].
KONDILI, E ;
PANTELIDES, CC ;
SARGENT, RWH .
COMPUTERS & CHEMICAL ENGINEERING, 1993, 17 (02) :211-227
[6]   Mathematical programming formulation for scheduling of batch operations based on nonuniform time discretization [J].
Mockus, L ;
Reklaitis, GV .
COMPUTERS & CHEMICAL ENGINEERING, 1997, 21 (10) :1147-1156
[7]   Continuous time representation approach to batch and continuous process scheduling. 2. Computational issues [J].
Mockus, L ;
Reklaitis, GV .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1999, 38 (01) :204-210
[8]   Continuous time representation approach to batch and continuous process scheduling. 1. MINLP formulation [J].
Mockus, L ;
Reklaitis, GV .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1999, 38 (01) :197-203
[9]  
Morton T. E., 1993, HEURISTIC SCHEDULING
[10]   A simple continuous-time process scheduling formulation and a novel solution algorithm [J].
Schilling, G ;
Pantelides, CC .
COMPUTERS & CHEMICAL ENGINEERING, 1996, 20 :S1221-S1226