Methods and systems to optimize downhole condition identification and response using different types of downhole sensing tools

A system that comprises:

• different types of downhole sensing tools deployed in a borehole, wherein the different types of downhole sensing tools are selected, arranged, and controlled to optimize identification of a downhole condition based on a predetermined downhole evaluation plan that accounts for sensing tool availability and performance constraints, wherein the predetermined downhole evaluation plan involves:
• modeling a relationship between sensor configurations, formation conditions, and intermediate decision variables, the model correlating different combinations of the different types of downhole sensing tools with the intermediate decision variables, and
• solving a decision-making problem formulated in a space defined by all the intermediate decision variables that corresponds to a desired sensor configuration;
• at least one processing unit configured to analyze measurements collected by the different types of downhole sensing tools, wherein the collected measurements are analyzed together to identify the downhole condition;
• and
• at least one device that performs an operation in response to the identified downhole condition.