Abstract: A data monitoring and evaluation system may receive a query associated with a data record from a user. The system obtains target data including a plurality of data presentations associated with the data record. The system identifies a plurality of attributes associated with the data record and maps the same with each of the plurality of data presentations for identifying a data presentation modification. The system may evaluate the data presentation modification to identify a principal data presentation. The system may determine the conformity of the principal data presentation a rule to create a principal data record. The system may determine the conformity of the principal data record to a record acceptance parameter. The system may generate a data modeling result comprising the principal data record conforming to the record acceptance parameter.

Abstract: A data monitoring and evaluation system may receive a query associated with a data record from a user. The system obtains target data including a plurality of data presentations associated with the data record. The system identifies a plurality of attributes associated with the data record and maps the same with each of the plurality of data presentations for identifying a data presentation modification. The system may evaluate the data presentation modification to identify a principal data presentation. The system may determine the conformity of the principal data presentation a rule to create a principal data record. The system may determine the conformity of the principal data record to a record acceptance parameter. The system may generate a data modeling result comprising the principal data record conforming to the record acceptance parameter.

Abstract: A compliant seal assembly for a rotating machine is provided. The seal assembly includes a static member, a movable member and a biasing member. The static member is rigidly fixed to the machine at its fore and aft ends. The movable portion has a first sealing surface configured to seal against a rotating member and a rear surface, which may be exposed to a fluid pressure to urge the first sealing surface toward a sealing position with the rotating member. The static and the movable members further include sealing surfaces at their fore, aft and end faces to seal against leakage of gas between the static and the movable members. The biasing member is configured to support the movable member on the static member and to urge the movable member away from the sealing position so as to reduce force on the rotating member during contact of the rotating member with the first sealing surface of the movable member.