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38 results about "Rf noise" patented technology

Noise in RF systems can generally be regarded as any RF energy that is not the desired signal. Two terms commonly used to describe RF noise are Electromagnetic Interference (EMI) and Radio Frequency Interference (RFI). EMI is random, broadband noise whereas RFI is narrowband noise broadcast at specific frequencies.

Complex industrial process fault prediction method based on RF noise reduction self-encoding information reconstruction and time convolution network

The invention discloses a new method for performing fault prediction on a complex industrial process. The method comprises two stages of fault state feature extraction and fault prediction. The fault state feature extraction comprises the following steps: firstly, screening out features related to faults from data of a complex industrial process by using a random forest algorithm; secondly, introducing a stack noise reduction self-encoding network for feature reconstruction, then constructing a square prediction error (SPE) statistic to serve as a fault state feature, and by utilizing a kernel density estimation method, determining a control limit; and finally, substituting new data into the model, calculating the statistical magnitude and judging whether the statistical magnitude is normal or not. The fault prediction comprises the following steps: forming a time sequence by using the SPEs, and then realizing trend prediction of the SPEs by using a prediction model of the SFTCN. According to the invention, the random forest algorithm is adopted to reduce the training cost of the stack noise reduction self-encoding network, the improved time convolution network is adopted to effectively extract the time sequence characteristics of the fault state, and the fault prediction precision is high.
Owner:BEIJING UNIV OF TECH

RF shielded exam room of a magnetic resonance imaging system

The present invention provides an exam room shielding (10) for electromagnetically shielding a magnetic resonance in imaging system (2), the exam room shielding (10) comprising a ceiling, a floor, side walls (11) interconnecting the ceiling and the floor, and a tubular shielding device (12), which is arranged to surround an examination tube (3) of the magnetic resonance imaging system (2), wherein both longitudinal ends (13) of the tubular shielding device (12) are circumferentially connected to openings (14) of the side walls (11), and the side walls (11) of the shielding (10) form the outline of an U-shaped room (15) with the longitudinal ends (13) of the tubular shielding device (12) interconnecting the lateral flanks (16) of the U-shaped room (15).The present invention further provides a magnetic resonance imaging system (2) comprising an exam room (1), wherein the exam room (1) has the above exam room shielding (10). The present invention also provides a system (6) comprising the above magnetic resonance imaging system (2) and an additional treatment or diagnosis device (7) located at an outer circumference of the tubular shielding device (12). This separates the space inside the exam room into a compartment free of RF noise, i.e. the space surrounded by the exam room shielding, for MR scanning, and a compartment outside the shielding, in which an operator can move for operating the MR imaging system and/or preparing a person for a MR scan.
Owner:KONINKLJIJKE PHILIPS NV

An aircraft electrostatic discharger radio frequency discharge noise test device and method

The invention relates to a radio frequency discharge noise test device and method of an aircraft electrostatic discharger. The device and method for the radio frequency discharge noise test of an aircraft electrostatic discharger include a bracket, a DC program-controlled high-voltage power supply arranged on the bracket, a structure capacitor, a high-voltage cable, a fixed specimen bottom plate, a direct-reading microammeter, an equivalent load, and a Shaft cable, radio frequency noise true and effective measurement controller, optical fiber, grounding bus bar and base, telescopic mechanism connected to the base, adjustment mechanism in the telescopic mechanism, bracket connected to the top of the telescopic mechanism, connected to the bracket The noise receiving electrode and the high voltage electrode, the specimen electrode connected to the fixed specimen bottom plate, and several universal wheels connected to the bottom of the support; the present invention adopts the method of remote control, equivalent load, and broadband gain amplification to effectively realize the The reliable and stable discharge of aircraft electrostatic discharger meets the requirements of high-frequency communication systems and instruments for accurate signal power detection of radio frequency discharge.
Owner:HEFEI HANGTAI ELECTROPHYSICS
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