Method and system for dispatching semiconductor lots to manufacturing equipment for fabrication
Patent 6584369 Issued on June 24, 2003. Estimated Expiration Date: January 25, 2021. Estimated Expiration Date is calculated based on simple USPTO term provisions. It does not account for terminal disclaimers, term adjustments, failure to pay maintenance fees, or other factors which might affect the term of a patent.
A method for dispatching available lots to unallocated machines is provided that includes receiving metrics data (26) providing performance measurements for a plurality of machines (18). The method next provides for determining a state for each of the machines (18) based on the metrics data (26). The method next provides for receiving one or more lots (22) to be dispatched where each lot (22) has a lot type and each lot type is associated with one of a plurality of models. The method next provides for selecting a preferred lot type (50) for each of the plurality of models associated with each of the machines (18) based on the state of the machine. The method next provides for selecting a preferred model (52) based on a time since a last run of the model, a cost of switching to a new model and lot type, and the state of the machine (18). The method next provides for resolving conflicts between selected preferred lot type/preferred model combinations when insufficient lots (22) are available to fill the selections. The method next provides for assigning each lot (22) to one of the machines (18) according to the preferred model (52) and preferred lot type (46) selections.
Other References
Reduce Complexity Nonlinear H.infin. Controllers: Relation to certainty equivalence. In Proceedings of the 13th IFAC World Congress, vol. E; pp. 383-387, J.S. Baras and N.S. Patel., 1966
Robust Control of Set-Valued Discrete Time Dynamical Systems. IEEE Transactions on Automatic Control, 43(1):61-75, J.S. Baras and N.S. Patel, 1998
Scheduling Semiconductor Lines Using a Fluid Network Model. IEEE Transactions on Robotics and Automation, 10(2):88-98, D. Connors, G. Feigin, and D. Yao, 1994
Multi-armed Bandit Allocation Indices, J. C. Gittins, 1989
A Dynamic Allocation Index for the Sequential Design of Experiments. In J. Gani, editor, Progress in Statistics, pp. 241-266, J. C. Gittins and D.M. Jones, 1974
On the Certainty Equivalence Principle for Partially Observed Dynamic Games. IEEE transactions on Automatic Control, 39(11):2321-2324; M.R. James, 1994
Recent Developments in Nonlinear H.infin. Control. In Preprints of IFAC Nonlinear Control Design Symposium (NOLCOS'95), pp 578-589; M.R. James, 1995
Stochastic Systems: Estimation, Identification, and Adaptive Control; by P.R. Kumar and P. Varaiya, 1986
Efficient Scheduling Policies to Reduce Mean and Variance of Cycle- Time in Semiconductor Manufacturing Plants, IEEE Transactions on Semiconductor Manufacturing, 7(3):374-388; by S.C.H. Lu, D. Ramaswamy, and P.R. Kumar, 1994
Impact of Multi-Product and -Process Manufacturing on Run-to-Run Control, Process, Equipment and Materials Control in Integrated Circuit Manufacturing III, pp 138-146 by M.L. Miller, 1997
Scheduling: Theory, Algorithms, and Systems, by M. Pinedo, 1995
Feature-Based Methods for Large-Scale Dynamic Programming. Master's Theses, Massachusetts Institute of Technology by B.V. Roy, 1994
Run by Run Control: Combining SPC and Feedback Control. IEEE Transactions on Semiconductor Manufacturing, 8(1):26-43, 199