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  6. Analysis of ultrasonic sound pressure measurement data (using the free statistical processing language and environment "R")

Analysis of ultrasonic sound pressure measurement data (using the free statistical processing language and environment "R")

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last updated:Dec 08, 2024

超音波システム研究所
超音波システム研究所
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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

    Vibration and Sound Level MeterScientific Calculation and Simulation Softwareothers
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Analysis of ultrasonic sound pressure measurement data (using the free statistical processing language and environment "R")

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<< 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 -

catalog(30)

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Analysis and evaluation of ultrasonic sound pressure data (evaluation technology for ultrasonic propagation state based on interaction, response characteristics, and nonlinearity)

Analysis and evaluation of ultrasonic sound pressure data (evaluation technology for ultrasonic propagation state based on interaction, response characteristics, and nonlinearity)

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Ultrasonic cleaning (control of nonlinear phenomena) technology Ver3 - Precision cleaning technology using fine bubbles and acoustic flow -

Ultrasonic cleaning (control of nonlinear phenomena) technology Ver3 - Precision cleaning technology using fine bubbles and acoustic flow -

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Cleaning technology using ultrasound and fine bubbles (microbubbles) - Ver3

Cleaning technology using ultrasound and fine bubbles (microbubbles) - Ver3

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Ultrasound sound pressure data analysis: autocorrelation and bispectrum - Ver3

Ultrasound sound pressure data analysis: autocorrelation and bispectrum - Ver3

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Ultrasonic Shower (Acoustic Flow Control) Technology - Ver2

Ultrasonic Shower (Acoustic Flow Control) Technology - Ver2

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Function generator oscillation of ultrasonic transducer (megahertz sweep oscillation technology) - Ver5

Function generator oscillation of ultrasonic transducer (megahertz sweep oscillation technology) - Ver5

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Dynamic Control Technology of Acoustic Flow - Ver3

Dynamic Control Technology of Acoustic Flow - Ver3

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Technology for controlling two types of ultrasonic probes from a single oscillation channel - Ver3

Technology for controlling two types of ultrasonic probes from a single oscillation channel - Ver3

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Deaeration fine bubble generation liquid circulation system used in the <Ultrasonic Dynamic System> - Ver3

Deaeration fine bubble generation liquid circulation system used in the <Ultrasonic Dynamic System> - Ver3

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Technology for Adding Megahertz Ultrasonic Waves to Ultrasonic Cleaners - Ver2

Technology for Adding Megahertz Ultrasonic Waves to Ultrasonic Cleaners - Ver2

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Optimization Technology for Ultrasonic Propagation State - Ver2

Optimization Technology for Ultrasonic Propagation State - Ver2

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Ultrasonic Oscillation System (20 MHz) Catalog

Ultrasonic Oscillation System (20 MHz) Catalog

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Ultrasonic Cleaning Technology Based on Acoustic Characteristic Testing - Ver2

Ultrasonic Cleaning Technology Based on Acoustic Characteristic Testing - Ver2

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Improvement and enhancement of ultrasonic devices <Measurement, analysis, and evaluation of sound pressure data> Ver2

Improvement and enhancement of ultrasonic devices <Measurement, analysis, and evaluation of sound pressure data> Ver2

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Measurement, analysis, and evaluation of ultrasonic sound pressure data.

Measurement, analysis, and evaluation of ultrasonic sound pressure data.

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Ultrasonic Technology Utilizing Statistical Thinking - Ver2

Ultrasonic Technology Utilizing Statistical Thinking - Ver2

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Optimization and evaluation technology related to water tanks, ultrasound, and liquid circulation.

Optimization and evaluation technology related to water tanks, ultrasound, and liquid circulation.

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Flow-type Ultrasonic System Technology Based on Ultrasonic Sound Pressure Measurement Analysis - Ver4

Flow-type Ultrasonic System Technology Based on Ultrasonic Sound Pressure Measurement Analysis - Ver4

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Technology for adding megahertz ultrasound to ultrasonic cleaners—dynamic control of ultrasound based on acoustic pressure measurement analysis.

Technology for adding megahertz ultrasound to ultrasonic cleaners—dynamic control of ultrasound based on acoustic pressure measurement analysis.

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Development and manufacturing technology for new ultrasonic propagation tools utilizing plating technology (Nihon Barrel Industry Co., Ltd.) - Ver2

Development and manufacturing technology for new ultrasonic propagation tools utilizing plating technology (Nihon Barrel Industry Co., Ltd.) - Ver2

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Ultrasonic sound pressure measurement analysis system "Ultrasonic Tester NA"

Ultrasonic sound pressure measurement analysis system "Ultrasonic Tester NA"

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The essence of ultrasonic cleaning (acoustic flow as a nonlinear phenomenon)

The essence of ultrasonic cleaning (acoustic flow as a nonlinear phenomenon)

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Ultrasound sound pressure data analysis procedure document (using the free statistical processing language and environment "R")

Ultrasound sound pressure data analysis procedure document (using the free statistical processing language and environment "R")

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Technology for measuring, analyzing, and evaluating the propagation state of ultrasound.

Technology for measuring, analyzing, and evaluating the propagation state of ultrasound.

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Ultrasonic Testing of Plated Surfaces - Surface Inspection Technology Using Ultrasound -

Ultrasonic Testing of Plated Surfaces - Surface Inspection Technology Using Ultrasound -

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Ultrasound system (tank dimensions (internal dimensions): W520 × D320 × H350 mm)

Ultrasound system (tank dimensions (internal dimensions): W520 × D320 × H350 mm)

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About ultrasonic sound pressure data and sound pressure graphs.

About ultrasonic sound pressure data and sound pressure graphs.

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Feedback Analysis Technique Using Multivariate Autoregressive Model No. 2

Feedback Analysis Technique Using Multivariate Autoregressive Model No. 2

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Ultrasound Technology (R Language) Utilizing Statistical Thinking

Ultrasound Technology (R Language) Utilizing Statistical Thinking

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Improvement of the ultrasonic cleaning machine (on-site support for the addition of fine bubble generation system)

Improvement of the ultrasonic cleaning machine (on-site support for the addition of fine bubble generation system)

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News about this product(49)

Ultrasonic control technology using spectral series.

Ultrasonic Utilization Technology - An Ultrasonic Control Model Utilizing Spectral Series in Abstract Mathematics -

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***<Thinking Approach>*** The Ultrasonic System Research Institute has developed a model of the state, including phenomena related to the nonlinearity of ultrasound, as a Monoïd model in abstract mathematics (category theory). Based on this idea, we have developed a specific method for ultrasonic control as a spectral series of knot theory. The control method adapted to ultrasonic phenomena realizes dynamic changes in cavitation and acoustic flow by feedback analysis of sound pressure measurement data using an autoregressive model. From previous cases and achievements, it has been developed as a classification technique for nonlinear phenomena (harmonics, low-frequency reduction). Through a logical model, we dynamically control effective states of ultrasonic propagation (utilization) by classifying them into four types as follows: 1: Cavitation-dominant type 2: Acoustic flow-dominant type 3: Mixed type 4: Variable type The above logical classification is dynamically controlled by categorizing it into three variable type categories as a realistic response method based on the results of previous measurement data (ultrasonic phenomena that change over time).

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Ultrasonic control

Ultrasonic utilization technology for 3D printers

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Ultrasound Utilization Technology for 3D Printers 1) Addition of ultrasound to jet mills 2) Ultrasound irradiation on metal powder in powder form 3) Ultrasound irradiation to 3D printers 4) Ultrasound treatment of parts manufactured by 3D printers Applications of ultrasound probes (oscillation type, measurement type, resonance type, nonlinear type) Ultrasound Probe: Overview Specifications - Measurement Range: 0.01 Hz to 200 MHz - Oscillation Range: 1.0 kHz to 25 MHz - Propagation Range: 0.5 kHz to over 900 MHz (confirmation of acoustic pressure data analysis) - Materials: Stainless steel, LCP resin, silicon, Teflon, glass... - Oscillation Equipment: Example - Function Generator By understanding the acoustic properties of metals, resins, glasses, etc., we can achieve propagation conditions tailored to specific purposes regarding acoustic pressure level, frequency, and dynamic characteristics through oscillation control. This is a new foundational technology for precision cleaning, processing, stirring, inspection, etc., based on measurement, analysis, and evaluation techniques of ultrasound propagation states. Ultrasound Propagation Characteristics 1) Detection of vibration modes 2) Detection of nonlinear phenomena 3) Detection of response characteristics 4) Detection of interactions

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Vibration technology using megahertz ultrasonic waves

Vibration control technology using megahertz ultrasound (control, improvement, and adjustment of vibration modes)

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The Ultrasonic System Research Institute has developed a completely new technology for controlling vibrations using original products (ultrasonic systems). Based on the analysis and evaluation of ultrasonic sound pressure measurement and oscillation control technology developed so far, we perform oscillation control of megahertz ultrasonic waves based on the analysis and evaluation of nonlinear phenomena in ultrasonics. From the accumulation of data measuring, analyzing, and evaluating the dynamic characteristics of ultrasonic waves propagating on surfaces, we apply technology that can <measure, analyze, and evaluate> vibration states from low frequencies (0.1 Hz) to high frequencies (over 900 MHz). Regarding vibrations and noise from buildings and roads, equipment, devices, walls, piping, desks, handrails... the vibrations at the moment of metal melting during welding, instantaneous vibrations during machining, and the complex vibration states of entire manufacturing devices and systems... new countermeasures based on vibration measurement and analysis have become possible. This is a new method and technology, and various application cases have developed from the results obtained so far. In particular, since continuous data collection for a standard measurement time of 72 hours is possible, we can measure and respond to very low frequency vibrations and irregularly fluctuating vibrations.

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Optimization technology for ultrasonic cleaning machines

Optimization techniques for the resonance phenomenon and nonlinear phenomena of ultrasonic cleaning machines—Analysis of ultrasonic sound pressure data: autocorrelation, bispectrum, power contribution rate, impulse response.

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The Ultrasonic System Research Institute has developed a technology for ultrasonic <dynamic control> that optimizes the interaction of ultrasonic vibrations based on various analysis results of ultrasonic propagation states using an original ultrasonic system (sound pressure measurement analysis and oscillation control) and an abstract algebra model. Note: The control of resonance phenomena (low harmonics) and nonlinear phenomena (high harmonics) is achieved by setting oscillation control conditions based on a logical model. Compared to existing control technologies, this technique establishes and implements optimal control states tailored to the purposes of ultrasonic applications (cleaning, stirring, processing, etc.) through new measurement and evaluation parameters (note) related to the entire propagation path of ultrasonic vibrations, including various propagation tools. This is a method and technology that can be applied immediately, and we offer it as consulting services (there is an increasing track record of precision cleaning and stirring at the nano level). Note: Dynamic changes in the propagation state of tanks, transducers, target objects, and tools are measured, analyzed, and evaluated using original technology (ultrasonic testers).

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超音波システム研究所

超音波システム研究所

Service Industry

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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.

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