Abstract: Systems and methods provided herein relate to a well site or other plant. Systems and methods are employed to determine faults and/or life cycle. A failure prediction engine can be used. The failure prediction engine includes a data quality engine, a features engine, condition detectors, failure models, and an alarm configurator.

Abstract: A system includes an edge device and a computing platform. The computing platform includes one or more processors and one or more non-transitory computer-readable media storing program instructions that cause the one or more processors to perform operations including fine-tuning, a plurality of advisor models to perform different types of advisor operations for an oil-and-gas facility using data relating to oil-and-gas equipment, sorting, a user query to a first advisor model by selecting, by at least one machine learning model, the first advisor model from the plurality of advisor models based on a content of the user query, generating, by the first advisor model, an actionable response to the user query, and causing the oil-and-gas facility to operate in accordance with the actionable response.

Abstract: Improved methods and intermediates thereof for preparing carbamoyloxy methyl triazole cyclohexyl acid compounds are described. These compounds are useful as LPA antagonists. Formula (I).

Abstract: Improved methods and intermediates thereof for preparing carbamoyloxy methyl triazole cyclohexyl acid compounds are described. These compounds are useful as LPA antagonists. Formula (I).