Process for the iterative construction of an explanatory model
AssigneeIntercim
InventorsJean-Marc Kerisit, Olivier Bousquet
Life of this patent
Estimating the term…
Abstract
A process for iterative construction of an explanatory model including at least one rule calculated from a plurality of experiments, each of which rules is associated with at least one indicator of the quality of a corresponding rule including determining a rule, of a set of new experiments in an application space, conducting the new experiments to obtain the corresponding results, and calculating and optionally updating indicators of quality of the rule as a function of the experiments and of corresponding results.
Claims19
A method implemented by a computer programmed as a rule generation apparatus for iterative construction of an explanatory model of an industrial process, the method comprising:
- determining, by a processor of the computer, based on experimental data obtained from the industrial process, a rule in the explanatory model that explains at least a part of the experimental data;
- displaying the determined rule to a user and allowing the user to modify the rule;
- determining a set of new experiments for evaluating the rule;
- conducting the determined new experiments to obtain corresponding results;
- calculating at least one quality indicator that indicates a quality of the determined rule based on the corresponding results of the experiments;
- and
- determining whether the at least one quality indicator satisfies predetermined conditions for including the rule in the explanatory model of the industrial process.
Dependencies are inferred from the claim text.