TY - JOUR
T1 - Single machine with Wiener increment yield
T2 - Optimal offline control
AU - Kogan, Konstantin
AU - Lou, Sheldon
PY - 2005/11
Y1 - 2005/11
N2 - In many manufacturing systems prone to random interference, such as machine breakdowns and fluctuating yield, information about the interference as well as other system states, e.g., inventory levels may not be available in a timely manner. Therefore an online feedback control will be difficult to implement, and a good offline control strategy may be the only alternative. In this note we develop such a strategy for a production system with random yield, which is characterized by a Wiener process. Assuming the initial inventory level is known, we derive closed form expressions of the optimal production control to minimize the expected inventory and backlog costs over a production horizon.
AB - In many manufacturing systems prone to random interference, such as machine breakdowns and fluctuating yield, information about the interference as well as other system states, e.g., inventory levels may not be available in a timely manner. Therefore an online feedback control will be difficult to implement, and a good offline control strategy may be the only alternative. In this note we develop such a strategy for a production system with random yield, which is characterized by a Wiener process. Assuming the initial inventory level is known, we derive closed form expressions of the optimal production control to minimize the expected inventory and backlog costs over a production horizon.
KW - Maximum principle
KW - Offline control
KW - Random yield
UR - http://www.scopus.com/inward/record.url?scp=28644444405&partnerID=8YFLogxK
U2 - 10.1109/tac.2005.858660
DO - 10.1109/tac.2005.858660
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AN - SCOPUS:28644444405
SN - 0018-9286
VL - 50
SP - 1850
EP - 1854
JO - IEEE Transactions on Automatic Control
JF - IEEE Transactions on Automatic Control
IS - 11
ER -