MULTISTAGE OPTIMIZATION OF ASSET HEALTH VERSUS COSTS TO MEET OPERATION TARGETS

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United States of America Patent

APP PUB NO 20150019458A1
SERIAL NO

14326698

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Abstract

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A method for determining an optimal multi-stage asset management policy includes providing a plurality of decision epochs and a number of admissible asset health levels for each decision epoch, providing a portfolio of assets over the admissible asset health levels in an initial decision epoch, providing a plurality of state transition probabilities between states of an underlying asset health dynamics process for the decision epochs, where each state corresponds to a percentage of assets that has a given health level in a given decision epoch, providing an action set to which admissible actions of the state transition probabilities belong, where an action changes a state transition probability, and determining cost functions of the admissible actions on a per-asset basis, where operational targets impose constraints on probabilities that the asset health of the portfolio of assets, in one or more decision epochs, is within a specified range.

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Patent Owner(s)

Patent OwnerAddress
INTERNATIONAL BUSINESS MACHINES CORPORATIONNEW ORCHARD ROAD ARMONK NY 10504

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
DORAI, CHITRA Yorktown Heights, US 58 2328
MARECKI, JANUSZ Yorktown Heights, US 11 72
PETRIK, MAREK Yorktown Heights, US 11 78
STARUSHOK, RUSLAN Yorktown Heights, US 1 2
SUBRAMANIAN, DHARMASHANKAR Yorktown Heights, US 62 585

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