Industrial Signal Intelligence

브라우저 로컬 연산으로
결함을 주입하고,
즉시 감지합니다.

이 데모는 예쁜 파형을 보여주는 시뮬레이터가 아니라, 실시간 파형 합성, 특징 추출, 결함 분류가 같은 루프에서 움직이는 계측기형 쇼케이스입니다.

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FPS

Frame Time

16.7 ms

RMS

0.00

Peak

0.00

Execution

Execution Badge

Local Browser

Compute Mode

Local CPU render loop

Live Waveform

Local CPU render loop. The waveform is synthesized every frame from the active fault model.

Feature Spectrum

Pipeline Timeline

01 Signal ingest and buffer fill buffer

02 Windowing and detrend preprocessing filter

03 Feature extraction and spectrum sweep fft

04 Fault classification and severity scoring score

05 Dashboard and telemetry update ui

Controls

결함 종류를 바꾸면 파형은 물론 스펙트럼, 특징량, anomaly score까지 함께 변화합니다.

Technical Readout

local cpu frame loop feature scoring fault state

Dominant Frequency

0.0 Hz

Anomaly Score

0 / 100

Current Mode

Normal

Normal mode keeps the waveform energy concentrated near the base band. Injecting faults shifts where the energy lives, not just how high the anomaly score climbs.

Fault Signature

Crest Factor

0.00

Peak pressure relative to RMS. Higher values indicate bursts or transients.

High-Band Energy

Energy above the base band. Bearing faults and noise push this upward.

Spectral Spread

0.0Hz

How widely the energy is distributed across frequencies.

Envelope Activity

Rectified amplitude movement that rises with modulation and bursts.

Harmonic Distortion

Ratio of harmonic bands to the fundamental. Misalignment tends to broaden this value.

Explain This Run

Normal mode. The signal stays within the expected band, and the anomaly score remains low because the waveform energy is concentrated near the dominant mechanical frequency.

브라우저 로컬 연산으로결함을 주입하고,즉시 감지합니다.

Execution

브라우저 로컬 연산으로
결함을 주입하고,
즉시 감지합니다.