Abstract: An equipment performance modeling platform is disclosed. In certain embodiments, an adaptive sensing coordinator acquires sensor measurements, configures and processes the sensor measurements for a specific statistical model, and sends the measurements to a server. A server performs data processing, provides storage (e.g., local or in a database), and provides an interface for data extraction. Statistical models are used to interpreting sensor values for a type of equipment, and a labeling mechanism labels performance occurrences.

Abstract: Systems and methods for aggregating multiple handheld instruments into a single platform facilitating the collection and transfer of measurement data to a centralized or distributed system. The platform comprises multiple sensor heads made up of the minimum hardware required for application specific sensing with a common interface which communicates with a common interface device that provides power for the sensor, passes data from the sensor modules and transmits it to a computational platform (mobile phone, tablet or computer), and a centrally accessible system to receive data transmitted from the computation platform and stores it.