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<article data-uid="Release-Upgrading-MillingPhysics">
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<h1 id="milling-physics-training-and-measured-data">Milling physics, training and measured data</h1>
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<ul>
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<li><strong>Physics runs in the native kernel.</strong> The per-step milling physics migrated into <code>core.dll</code> in
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stages: the engagement is scan-converted natively at the substraction completion point, the force
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kernel is reached through the same handle with no managed marshal, and the sequential
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cutting-temperature and wear chain runs from a native thermal session held per (tool, cutting
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parameter) pack. The switch is
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<a class="xref" href="../../api/Hi.MillingForces.MillingForceUtil.html#Hi_MillingForces_MillingForceUtil_EnableNativeMillingPhysics">EnableNativeMillingPhysics</a>, surfaced runtime-only (not
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persisted to project XML) as <a class="xref" href="../../api/Hi.MachiningProcs.MachiningActRunnerConfig.html#Hi_MachiningProcs_MachiningActRunnerConfig_EnableNativeMillingPhysics">EnableNativeMillingPhysics</a>
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and <a class="xref" href="../../api/Hi.MachiningProcs.SessionShell.html#Hi_MachiningProcs_SessionShell_EnableNativeMillingPhysics">EnableNativeMillingPhysics</a>, and it now defaults to <code>true</code>.
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Public entry points that used to reach the managed kernel still work: without a session pack they
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build an ad-hoc physics pack per live (cutting parameter, tool) pair and run natively.</li>
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<li><strong><a class="xref" href="../../api/Hi.Milling.MillingTools.MillingToolPhysicsPack.html">MillingToolPhysicsPack</a></strong> is an immutable record holding one tool's
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scalar derivations for one cutting-parameter set — spindle-buckle-to-tip length, observation height,
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effective cutting diameter, the bending/Z-deflection pair, the simplified rake angle, the minimum
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uncut chip thickness. <a class="xref" href="../../api/Hi.MachiningProcs.MachiningSession.html">MachiningSession</a> owns the packs keyed by tool id
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(<a class="xref" href="../../api/Hi.MachiningProcs.MachiningSession.html#Hi_MachiningProcs_MachiningSession_GetToolPhysicsPack_">GetToolPhysicsPack</a>) and invalidation is <strong>explicit</strong> at
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the points that know the state changed: every run-op start and the tool-change act, plus
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<a class="xref" href="../../api/Hi.MachiningProcs.MachiningSession.html#Hi_MachiningProcs_MachiningSession_InvalidateToolPhysicsPacks_">InvalidateToolPhysicsPacks</a>. The corresponding
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<code>MillingTool</code> / <code>MillingCutter</code> members are now deliberately uncached pure computations.</li>
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<li><strong>Milling-force waveforms are reproducible again.</strong> The parallel per-step force build read lazily
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built scalar caches on the shared tool objects; a thread could pass a cache guard and then read a
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value a concurrent writer had stored in between, so two plays of the same NC exported different
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forces in the thin-chip window of each tooth pass. The caches were first republished as single
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immutable references and then removed in favour of the frozen session pack.</li>
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<li><strong>Thermal gating and seeding.</strong> The sequential cutting-temperature and wear build now checks
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<a class="xref" href="../../api/Hi.MachiningProcs.MachiningActRunnerConfig.html#Hi_MachiningProcs_MachiningActRunnerConfig_EnablePhysics">EnablePhysics</a> (spindle temperature deliberately
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keeps running), and the tool-change thermal seeding re-arms whenever the incoming chain state has no
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flute temperature list — which covers fault and cancel re-seeds, stop-then-replay residue, and
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<code>EnablePhysics</code> being switched on mid-session. The shank temperature list is seeded to the exact node
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count the thermal FEM builds, so trailing shank nodes no longer sit at 0 K after a tool change.</li>
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<li><strong>Cutter geometry is validated up front.</strong>
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<a class="xref" href="../../api/Hi.Milling.Cutters.MillingCutter.html#Hi_Milling_Cutters_MillingCutter_GetUpperBeamGeometryIssues_">GetUpperBeamGeometryIssues</a> collects upper-beam and shank
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configuration problems as keyed messages — for example an extended-cylinder beam whose full length
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sits below the flute height (<code>Cutter-UpperBeam--BelowFluteHeight</code>), which inverts the shank solid and
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makes the shank thermal model unbuildable. They are reported once per tool at <code>BeginSession</code> and at
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each tool change, instead of surfacing later as a null-reference cascade inside the thermal physics
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with nothing naming the beam.</li>
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<li><strong><code>RakeFaceCuttingPara3d</code> no longer throws on a six-field parameter string</strong> (the guard read the
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seventh element behind a <code>>= 6</code> check), and the published coefficient index mappings are corrected:
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the <code>LocalProfileMillingPara(Vec3d, Vec3d)</code> constructor maps (x,y,z) to (Ksr, Kst, Ksa) /
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(Kpr, Kpt, Kpa), and the 2d element index range is 0–3 with 0=Ksc, 1=Ksn, 2=Kpc, 3=Kpn.</li>
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<li><strong>Training diagnostics name their cause.</strong> The per-step warnings split into
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<code>Train-StepLuggage--Unreadable</code> (the step luggage row could not be read back) and
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<code>Train-StepEngagement--Missing</code> (the row is present but the engagement was never built because
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physics was inactive at simulation time). The gather pass counts both against the eligible steps:
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silent at zero, one summary warning at or below
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<a class="xref" href="../../api/Hi.MillingForces.Training.MillingTraining.html#Hi_MillingForces_Training_MillingTraining_MissingEngagementAbortRatio">MissingEngagementAbortRatio</a> (default 0.25), and a
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configuration error above it. A gather pass that produces no samples at all now reports immediately
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rather than throwing inside the SVD solve, separating “not one step touched the workpiece” from
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“touched steps whose mapped force data yielded no usable shots”.</li>
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<li><strong>New training knobs.</strong> <a class="xref" href="../../api/Hi.MillingForces.Training.MillingTraining.html#Hi_MillingForces_Training_MillingTraining_EnableDesignMatrixSolver">EnableDesignMatrixSolver</a>
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(default false) solves the least squares on a thin QR of the design matrix instead of forming the
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normal equations, which square the condition number;
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<a class="xref" href="../../api/Hi.MillingForces.Training.MillingTraining.html#Hi_MillingForces_Training_MillingTraining_DesignMatrixSvdRelativeTol">DesignMatrixSvdRelativeTol</a> is its truncation cutoff.
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<a class="xref" href="../../api/Hi.MillingForces.Training.MillingTraining.html#Hi_MillingForces_Training_MillingTraining_EnableCwePhasePairing">EnableCwePhasePairing</a> (default false) determines each
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step's rotation phase with a cutter-workpiece-engagement block-pairing detector instead of the
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self-bootstrapped lead parameter, for one-flute and symmetric two-flute cutters in light radial side
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cuts. <a class="xref" href="../../api/Hi.MillingForces.Training.MillingTraining.html#Hi_MillingForces_Training_MillingTraining_ReTrainAnchorOutputScale">ReTrainAnchorOutputScale</a> exposes the virtual
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anchor weight.
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<a class="xref" href="../../api/Hi.MachiningProcs.LocalProjectService.html#Hi_MachiningProcs_LocalProjectService_LastMillingParaTrainResult">LastMillingParaTrainResult</a> captures the outcome — kind,
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sample flags, outlier ratio, success, output file, parameter name and note, correlation R, filtered
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sample count, parameter XML, timestamp — so a caller reads it without re-opening the <code>.mp</code> file.</li>
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<li><strong>Time mapping is reworked around absolute wall-clock time.</strong>
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<a class="xref" href="../../api/Hi.MachiningProcs.SessionShell.html#Hi_MachiningProcs_SessionShell_AddTimeDataByFile_">AddTimeDataByFile</a> accepts <code>DateTime</code> windows, stored as
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<a class="xref" href="../../api/Hi.Mappings.IFileTimeSection.html">IFileTimeSection</a> forms, and the project-scoped
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<a class="xref" href="../../api/Hi.Mapping.TimeMapping.html#Hi_Mapping_TimeMapping_MappingAnchorDateTime">MappingAnchorDateTime</a> — seeded set-once from the date of the first
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controller instant seen — converts controller timestamps onto one run-relative axis.
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<a class="xref" href="../../api/Hi.MachiningSteps.MachiningStep.html#Hi_MachiningSteps_MachiningStep_EndTimecode">EndTimecode</a> replaces <code>AccumulatedTime</code> as the canonical
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end-of-step time.</li>
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<li><strong>CSV timing survives midnight.</strong> Step durations derive from full date-bearing instants, so a
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multi-day recording no longer produces negative durations and a negative chart time axis, and a
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non-physical duration from a spliced recording is clamped with a validation warning instead of
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stalling physics evaluation.</li>
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<li><strong>Wall-clock time is dense.</strong> The trio moved into one optional sub-object,
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<a class="xref" href="../../api/Hi.MachiningSteps.StepActualTime.html">StepActualTime</a> (<code>Timecode</code> / <code>Instant</code> / <code>IsInterpolated</code>), reached through
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<a class="xref" href="../../api/Hi.MachiningSteps.MachiningStep.html#Hi_MachiningSteps_MachiningStep_ActualTime">ActualTime</a>. On CSV plays every built step is stamped: steps
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built from a controller row re-anchor, and the steps between extrapolate along the machine timeline
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and are marked interpolated, which makes the actual-time mapper window per-step exact instead of
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sparse-anchor scaled. Pure NC plays keep null stamps.</li>
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<li><strong>An empty step-shot pairing window is a data gap, not something to interpolate across.</strong> The window
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builder used to expand outward to the rows bracketing the gap, silently pairing such steps with force
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values that were never measured — a training run over a file whose transients had been carved out
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produced a plausible correlation and a full set of coefficients derived entirely from fabricated
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rows. Such a window now skips its step and one <code>Map-ShotGap--StepsSkipped</code> warning per mapping call
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carries the count; a window-edge row is interpolated only when its bracketing rows span at most two
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spindle revolutions.</li>
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<li><strong>“No cut / No data for step” on freshly-simulated steps is fixed.</strong> The bulk step-data readers
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cached the <em>absence</em> of rows the writer had not committed yet, so a step that had just been
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simulated could report no data until the program was re-run. A covered-but-missing index now drops
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the stale segment and re-reads.</li>
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<li><strong>New end-of-play warnings</strong>, each once per session: <code>Play-Touch--None</code> (the play finished without any
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step touching the workpiece), <code>Tool-FluteCount--Zero</code> (physics is on and a milling cutter resolves to
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zero flutes, so feed per tooth is undefined), and <code>Play-Physics--None</code> (physics is on and at least one
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step touched the workpiece but no touched step carries a physics brief — naming the three things that
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gate it: a tool bound to the spindle, the spindle actually rotating, and the workpiece cutting
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parameter). That last state previously surfaced one process later, as a training run gathering zero
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samples.</li>
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<li><strong>Performance</strong> is collected in its own section below.</li>
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</ul>
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