General Electric Company

Morgan Carthledge Salter

Achalesh Kumar Pandey

Sanji Ekanayake

Rahul Jaikaran Chillar

Weizhong Yan

Julio Enrique Mestroni

Ramu Sharat Chandra

Larry Swanson

David Lee Rogers

Rui Xu

Vijay Raghavendran Nenmeni

Fuxiao Xin

Wulang Edwien Chriswindarto

Ajit Srivastava

According to some embodiments, a system and method are provided to model a sparse data asset. The system comprises a processor and a non-transitory computer-readable medium comprising instructions that when executed by the processor perform a method to model a sparse data asset. Relevant data and operational data associated with the newly operational are received. A transfer model based on the relevant data and the received operational data. An input into the transfer model is received and a predication based on data associated with the received operational data and the relevant data is output.

Method and system to model industrial assets using heterogenous data sources

A power plant is provided and includes a gas turbine engine to generate power, a heat recovery steam generator (HRSG) to produce steam from high energy fluids produced from the generation of power in the gas turbine engine, a steam turbine engine to generate additional power from the steam produced in the HRSG and a thermal load reduction system to reduce thermal loading of components of the HRSG and/or the steam turbine engine during at least startup and/or part load operations, which includes an eductor by which a mixture of compressor discharge air and entrained ambient air is injectable into the HRSG and/or an attemperator to cool superheated steam to be transmitted to the steam turbine engine and a detector disposed within the HRSG to facilitate identification of hot spots therein.

Power plant

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Acworth, GA, United States of America

Morgan Carthledge Salter