Abstract: Some embodiments of the disclosure are direct to a system for transforming data values associated with an industrial component such as a pump or storage tank into a different form than the data values received from a sensor were intended. In some embodiments, the system is configured to determine a data values for a component not attached to a sensor by using data values from components with sensors. In some embodiments, the system is configured to initiate a self-healing operation where equivalent values are produced for components when actual sensor values stop being received for those components. In some embodiments, the system is able to control various industrial facility components using the equivalent values. In some embodiments, the system is able to display a unit of measure for a component in a different unit of measure than that provided by a sensor.