Systems and methods for monitoring system performance and availability

A prognostics module comprising:

• at least one processor and a tangible and non-transitory memory, the at least one processor performing operations based on instructions stored on the tangible and non-transitory memory, the at least one processor configured to:
• obtain operational information corresponding to a system-wide operation of a multi-element system comprising multiple elements communicatively coupled by at least one common communication link, wherein each element of the multi-element system comprises at least one of a device or facility, wherein the operational information comprises repair or maintenance of at least one of the multiple elements in the multi-element system;
• and
• determine a future state of at least one of the multiple elements of the multi-element system using the operational information corresponding to the system-wide operation of the multi-element system, wherein the at least one processor is configured to determine the future state of the at least one of the multiple elements based on an aggregate analysis of plural components of the multi-element system.