Machine Breakdown Recovery in Production Scheduling with Simple Temporal Constraints

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F15%3A10319183" target="_blank" >RIV/00216208:11320/15:10319183 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-27947-3_10" target="_blank" >http://dx.doi.org/10.1007/978-3-319-27947-3_10</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-27947-3_10" target="_blank" >10.1007/978-3-319-27947-3_10</a>

Result language
angličtina
Original language name
Machine Breakdown Recovery in Production Scheduling with Simple Temporal Constraints
Original language description
One of the problems of real-life production scheduling is dynamics of manufacturing environments with new production demands coming and breaking machines during the schedule execution. Simple rescheduling from scratch in response to unexpected events mayrequire excessive computation time. Moreover, the recovered schedule may deviate prohibitively from the ongoing schedule. This paper studies two methods how to modify a schedule in response to a machine breakdown: right-shift of affected activities andsimple temporal network recovery. The importance is put on the speed of the rescheduling procedures as well as on the minimum deviation from the original schedule. In addition, this paper models the problem as a Mixed Integer Program and compares the proposed algorithms to the model using the mosek optimizer. The scheduling model is motivated by the FlowOpt project, which is based on Temporal Networks with Alternatives and supports simple temporal constraints between the activities.
Czech name
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Czech description
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Project
<a href="/en/project/GA15-19877S" target="_blank" >GA15-19877S: Automated Knowledge and Plan Modeling for Autonomous Robots</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Agents and Artificial Intelligence 7th International Conference, ICAART 2015,Revised Selected Papers
ISBN
978-3-319-27946-6
ISSN
0302-9743
e-ISSN
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Number of pages
22
Pages from-to
185-206
Publisher name
Springer International Publishing
Place of publication
Switzerland
Event location
Lisbon, Portugal
Event date
Jan 10, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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