AXIOM FOUNDRY • SECOM Anomaly Ops

Wafer Stream Monitor

Stream SECOM telemetry into the LSTM window and watch anomaly probability trends in real time.

Buffer 0 / 0

Idle

Waiting feed…

Anomaly probability

Decision threshold

Anomaly

Samples processed 0

Anomalies flagged 0

Active threshold —

Tune the anomaly threshold and orchestrate the live SECOM feed.

Decision threshold Anomaly boundary 0.73 Manual override

Scores above the threshold are flagged as out-of-control wafers.

Streaming loop

Window fill 0 / 10

Feed cadence 2.4 s

Total ingested 0

Interval (ms) 2.4s

The backend keeps a rolling window of 10 scaled readings. Once the window is full, predictions stream continuously.

Loading dataset…

Use the embedded dataset or upload a compatible CSV to seed the synthetic feed.

Compare reconstruction error with the current threshold and review key features.

Status — —

Probability vs threshold

Anomaly probability — Model score from the LSTM window

Latency — Total pipeline time

Review the latest windows, probabilities, and anomaly verdicts.

Time Source Sample Probability Threshold Status