Abstract: A method for optimizing water injection in a reservoir may include obtaining a first dataset from a first pipeline system in a first reservoir, training a first model by the first dataset, and determining reliability of the first dataset by the first model. The method may include upon determining that the first dataset is reliable, generating a first categorized dataset by the first dataset and a second model, and training a third model by the first categorized dataset. The method may include optimizing water injection control parameters of a second reservoir in accordance to a final water injection scheme by the third model.

Abstract: A system, method, and non-transitory computer readable medium for diagnosing stator inter-turn faults in a Line Start Permanent Magnet Synchronous Motor (LSPMSM) are described. The method of diagnosing stator inter-turn faults in the LSPMSM includes collecting acoustic signals that are generated from a LSPMSM by a communication device, analyzing via singular spectrum analysis (SSA) the collected acoustic signals for fault detection of the stator inter-turn faults, and determining a fault diagnosis for the fault detection by executing a Fast Fourier Transform (FFT).