Analysis of ultrasonic sound pressure measurement data (using the free statistical processing language and environment "R")
Feedback analysis using multivariate autoregressive models for time series data: autocorrelation, power spectrum, bispectrum...
The Ultrasonic System Research Institute has developed a completely new technology for controlling the propagation state of surface elastic waves using its original product (ultrasonic tester). The ultrasonic sound pressure measurement and analysis technology developed so far will apply measurement, analysis, and evaluation techniques related to nonlinear phenomena in ultrasonics. It has become possible to implement new countermeasures based on vibration phenomena concerning vibrations and noise from buildings and roads, equipment, devices, walls, pipes, desks, handrails... as well as the vibrations at the moment of metal melting during welding and instantaneous vibrations during machining. Consulting services are available for this technology. Note: The following tools will be used for analysis Note: OML (Open Market License) Note: TIMSAC (TIMe Series Analysis and Control program) Note: "R," a free statistical processing language and environment autcor: autocorrelation analysis function bispec: bispectrum analysis function mulmar: impulse response analysis function mulnos: power contribution rate analysis function
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basic information
<< Ultrasonic Sound Pressure Data Analysis >> 1) Regarding time series data, we will analyze and evaluate the statistical properties of the measurement data (stability and changes of ultrasound) through feedback analysis using a multivariate autoregressive model. 2) The effects of the oscillation part due to ultrasonic oscillation will be analyzed and evaluated in terms of the surface state of the target object through the analysis of impulse response characteristics and autocorrelation as response characteristics of ultrasonic vibration phenomena. 3) The interaction between the oscillation and the target object (cleaning items, cleaning solutions, water tanks, etc.) will be evaluated through the analysis of power contribution rates. 4) Regarding the use of ultrasound (cleaning, processing, stirring, etc.), we will analyze and evaluate the dynamic characteristics of ultrasound based on the nonlinear phenomena (results of bispectral analysis) of the target object (propagation of surface elastic waves) or the ultrasound propagating in the target liquid, which are the main factors of the ultrasonic effect. This analysis method is realized based on past experiences and achievements by adapting the dynamic characteristics of complex ultrasonic vibrations to the analysis techniques of time series data for ultrasonic measurement data.
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Applications/Examples of results
2008. 8 Establishment of the Ultrasonic System Research Institute ... 2012. 1 Start of manufacturing and sales of ultrasonic measurement and analysis system (Ultrasonic Tester NA) ... 2024. 2 Development of surface treatment technology using megahertz ultrasound 2024. 4 Development of optimization technology for resonance phenomena and nonlinear phenomena 2024. 5 Development of optimization technology related to the combination of sound and ultrasound 2024. 6 Development of optimization and evaluation technology concerning water tanks, ultrasound, and liquid circulation 2024. 7 Development of an ultrasonic probe using components with iron plating on polyimide film 2024. 8 Development of a "megahertz ultrasound control" method applying Shannon's juggling theorem 2024. 9 Development of acoustic flow control technology using a portable ultrasonic cleaner 2024. 10 Development of "vibration technology" utilizing megahertz ultrasound 2024. 10 Development of an ultrasonic oscillation control probe using a stainless steel vacuum double-structure container 2024. 11 Development of megahertz flow-type ultrasound (underwater shower) technology 2024. 11 Development of ultrasonic sound pressure data analysis and evaluation technology considering interaction and response characteristics
Detailed information
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Ultrasound Technology (R Language) - Analysis of Ultrasound Sound Pressure Measurement Data -
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Ultrasound Technology (R Language) - Analysis of Ultrasound Sound Pressure Measurement Data -
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Ultrasound Technology (R Language) - Analysis of Ultrasound Sound Pressure Measurement Data -
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Ultrasound Technology (R Language) - Analysis of Ultrasound Sound Pressure Measurement Data -
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Ultrasound Technology (R Language) - Analysis of Ultrasound Sound Pressure Measurement Data -
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Ultrasound Technology (R Language) - Analysis of Ultrasound Sound Pressure Measurement Data -
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Ultrasound Technology (R Language) - Analysis of Ultrasound Sound Pressure Measurement Data -
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Ultrasound Technology (R Language) - Analysis of Ultrasound Sound Pressure Measurement Data -
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Ultrasound Technology (R Language) - Analysis of Ultrasound Sound Pressure Measurement Data -
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Company information
The Ultrasonic System Research Institute conducts the following activities with its original product: ultrasonic systems (sound pressure measurement analysis, oscillation control): 1) Manufacturing and sales of ultrasonic systems (sound pressure measurement analysis, oscillation control) 2) Consulting services for various equipment (Note): cleaning machines, stirring devices, processing equipment, machine tools, plating devices, welding devices, etc. Ultrasonic System (Sound Pressure Measurement Analysis, Oscillation Control) We manufacture and sell a system that combines the "Ultrasonic Tester NA (recommended type)" for easy measurement and analysis of ultrasonic waves and the "Ultrasonic Oscillation System (1 MHz, 20 MHz)" for easy oscillation control. <Patent Applications Filed> Patent Application No. 2021-125866: Ultrasonic Control (Ultrasonic Oscillation Control Probe) Patent Application No. 2021-159990: Ultrasonic Welding Patent Application No. 2021-161532: Ultrasonic Plating Patent Application No. 2021-171909: Ultrasonic Processing Patent Application No. 2021-175568: Flow-type Ultrasonic Cleaning Some of the manufacturing technology for the ultrasonic oscillation control probe is described in Patent Application No. 2021-125866. Patent Application No. 2023-195514: Ultrasonic Plating Using Megahertz Ultrasonic Waves and Fine Bubbles.