Self-learning cross-direction identification, adaptive shrinkage modelling, and MPC supervisory control for paper machines. Production-grade profile control with zero manual tuning.
Correlation-based PRBS identification builds an accurate CD response matrix without operator input.
Polynomial edge-shrinkage estimation keeps actuator-to-databox alignment correct across the sheet.
Model-predictive supervisory control flattens the profile using the learned footprint and gain.
FFT-based frequency detection anticipates sheet wander and compensates one scan ahead.
Guides, technical references, and presentation materials for operators and process engineers.
Toolbar, status bar, menus, preferences, PRBS workflow, closed-loop control, recording, and reporting.
Read guideDeep technical overview of PRBS identification, the mapping matrix, transport delay, MPC, and edge handling.
Read overviewSlide-by-slide HTML version of the CD Mapping & Control deck for quick reviews and stakeholders.
View slidesPlain-language speaking notes aligned to each slide — analogies for customer conversations.
View notesPip-installable wheel and source distribution for the automap4 platform, including all console entry points.
Browse wheelsRecorded presentations and walkthroughs.
Narrated walkthrough of the CD Mapping & Control presentation.
Narrated walkthrough of the Automap4 operator guide, presented by Ingrid.
Full written operator guide — view or download for offline reference.
Technical overview of PRBS identification, mapping matrix, transport delay, MPC, and edge handling — view or download.
Stec Corporation delivers cross-direction control solutions for the pulp and paper industry. Automap4 combines self-learning system identification with model-predictive control to keep sheet profiles flat — automatically, and without manual commissioning.