extended model with balance checking - centroids of segments, bed adhesion, supports adhesion, model stability
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5cc9bd380b
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2 changed files with 125 additions and 58 deletions
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@ -48,7 +48,7 @@ CurledFilament::CurledFilament(const Vec3f &position) :
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}
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struct Cell {
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float weight;
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float volume;
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float curled_height;
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int island_id = std::numeric_limits<int>::max();
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};
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@ -57,7 +57,7 @@ struct CentroidAccumulator {
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Polygon convex_hull { };
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Points points { };
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Vec3d accumulated_value { };
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float accumulated_weight { };
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float accumulated_volume { };
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const double base_height { };
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explicit CentroidAccumulator(double base_height) :
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@ -66,6 +66,7 @@ struct CentroidAccumulator {
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void calculate_base_hull() {
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convex_hull = Geometry::convex_hull(points);
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assert(convex_hull.is_counter_clockwise());
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}
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};
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@ -94,19 +95,19 @@ struct CentroidAccumulators {
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CentroidAccumulator &from_acc = this->access(from_id);
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CentroidAccumulator &to_acc = this->access(to_id);
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to_acc.accumulated_value += from_acc.accumulated_value;
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to_acc.accumulated_weight += from_acc.accumulated_weight;
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to_acc.accumulated_volume += from_acc.accumulated_volume;
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to_acc.points.insert(to_acc.points.end(), from_acc.points.begin(), from_acc.points.end());
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to_acc.calculate_base_hull();
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mapping[from_id] = mapping[to_id];
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}
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};
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struct WeightDistributionMatrix {
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struct BalanceDistributionGrid {
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// Lets make Z coord half the size of X (and Y).
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// This corresponds to angle of ~26 degrees between center of one cell and other one up and sideways
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// which is approximately a limiting printable angle.
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WeightDistributionMatrix() = default;
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BalanceDistributionGrid() = default;
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void init(const PrintObject *po, size_t layer_idx_begin, size_t layer_idx_end) {
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Vec2crd size_half = po->size().head<2>().cwiseQuotient(Vec2crd(2, 2)) + Vec2crd::Ones();
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@ -188,7 +189,7 @@ struct WeightDistributionMatrix {
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return cells[this->to_cell_index(local_cell_coords)];
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}
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void distribute_edge_weight(const Point &p1, const Point &p2, float print_z, float unscaled_width) {
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void distribute_edge(const Point &p1, const Point &p2, float print_z, float unscaled_width, float unscaled_height) {
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Vec2d dir = (p2 - p1).cast<double>();
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double length = dir.norm();
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if (length < 0.01) {
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@ -197,20 +198,22 @@ struct WeightDistributionMatrix {
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dir /= length;
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double step_size = this->cell_size.x() / 2.0;
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float diameter = unscaled_height * unscaled_width * 0.7071f; // approximate constant to consider eliptical shape (1/sqrt(2))
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double distributed_length = 0;
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while (distributed_length < length) {
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double next_len = std::min(length, distributed_length + step_size);
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double current_dist_payload = next_len - distributed_length;
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Point location = p1 + ((next_len / length) * dir).cast<coord_t>();
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float payload = unscale<float>(current_dist_payload) * unscaled_width;
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this->access_cell(location, print_z).weight += payload;
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float payload = unscale<float>(current_dist_payload) * diameter;
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this->access_cell(location, print_z).volume += payload;
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distributed_length = next_len;
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}
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}
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void merge(const WeightDistributionMatrix &other) {
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void merge(const BalanceDistributionGrid &other) {
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int z_start = std::max(local_z_index_offset, other.local_z_index_offset);
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int z_end = std::min(local_z_index_offset + local_z_cell_count, other.local_z_index_offset + other.local_z_cell_count);
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@ -220,17 +223,17 @@ struct WeightDistributionMatrix {
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Vec3i global_coords { x, y, z };
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Vec3i local_coords = this->to_local_cell_coords(global_coords);
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Vec3i other_local_coords = other.to_local_cell_coords(global_coords);
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this->access_cell(local_coords).weight += other.access_cell(other_local_coords).weight;
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this->access_cell(local_coords).volume += other.access_cell(other_local_coords).volume;
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}
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}
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}
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}
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void analyze(Issues &issues) {
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void analyze(Issues &issues, const Params ¶ms) {
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CentroidAccumulators accumulators(issues.supports_nedded.size() + 4);
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int next_island_id = -1;
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auto custom_comparator = [](const Vec2i& left,const Vec2i& right){
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auto custom_comparator = [](const Vec2i &left, const Vec2i &right) {
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if (left.x() == right.x()) {
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return left.y() < right.y();
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}
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@ -241,21 +244,21 @@ struct WeightDistributionMatrix {
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for (int y = 0; y < global_cell_count.y(); ++y) {
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for (int x = 0; x < global_cell_count.x(); ++x) {
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Cell &cell = this->access_cell(Vec3i(x, y, 0));
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if (cell.weight > 0 && cell.island_id == std::numeric_limits<int>::max()) {
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if (cell.volume > 0 && cell.island_id == std::numeric_limits<int>::max()) {
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CentroidAccumulator &acc = accumulators.create_accumulator(next_island_id, 0);
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coords_to_check.clear();
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coords_to_check.insert(Vec2i(x,y));
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coords_to_check.insert(Vec2i(x, y));
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while (!coords_to_check.empty()) {
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Vec2i current_coords = *coords_to_check.begin();
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coords_to_check.erase(coords_to_check.begin());
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cell = this->access_cell(Vec3i(current_coords.x(), current_coords.y(), 0));
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if (cell.weight > 0 && cell.island_id == std::numeric_limits<int>::max()) {
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if (cell.volume > 0 && cell.island_id == std::numeric_limits<int>::max()) {
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cell.island_id = next_island_id;
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Vec3crd cell_center = this->get_cell_center(
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Vec3i(current_coords.x(), current_coords.y(), local_z_index_offset));
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acc.points.push_back(Point(cell_center.head<2>()));
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acc.accumulated_value += cell_center.cast<double>() * cell.weight;
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acc.accumulated_weight += cell.weight;
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acc.accumulated_value += cell_center.cast<double>() * cell.volume;
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acc.accumulated_volume += cell.volume;
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for (int y_offset = -1; y_offset <= 1; ++y_offset) {
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for (int x_offset = -1; x_offset <= 1; ++x_offset) {
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if (y_offset != 0 || x_offset != 0) {
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@ -326,9 +329,9 @@ struct WeightDistributionMatrix {
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//Propagate to accumulators. TODO what to do if no supporter is found?
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if (current.island_id != std::numeric_limits<int>::max()) {
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CentroidAccumulator &acc = accumulators.access(current.island_id);
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acc.accumulated_value += current.weight
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acc.accumulated_value += current.volume
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* this->get_cell_center(this->to_global_cell_coords(Vec3i(x, y, z))).cast<double>();
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acc.accumulated_weight += current.weight;
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acc.accumulated_volume += current.volume;
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}
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}
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}
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@ -338,16 +341,76 @@ struct WeightDistributionMatrix {
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// This amount of work is proportional to the increase of height of the centroid during toppling.
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// image here: https://hgphysics.com/gph/c-forces/2-force-effects/1-moment/stability/
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// better image in Czech here in the first question: https://www.priklady.eu/cs/fyzika/mechanika-tuheho-telesa/stabilita-teles.alej
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for (int acc_index : modified_acc_ids) {
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CentroidAccumulator &acc = accumulators.access(acc_index);
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Vec3d centroid = acc.accumulated_value / acc.accumulated_weight;
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for (int acc_id : modified_acc_ids) {
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CentroidAccumulator &acc = accumulators.access(acc_id);
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Vec3d centroid = acc.accumulated_value / acc.accumulated_volume;
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//determine signed shortest distance to the convex hull
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Point centroid_base_projection = Point(centroid.head<2>().cast<coord_t>());
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Point pivot;
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double distance_sq = std::numeric_limits<double>::max();
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bool inside = true;
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for (Line line : acc.convex_hull.lines()) {
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distance_sq = std::min(line.distance_to_squared(centroid_base_projection), distance_sq);
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if (acc.convex_hull.points.size() == 1) {
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pivot = acc.convex_hull.points[0];
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distance_sq = (pivot - centroid_base_projection).squaredNorm();
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inside = true;
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} else {
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for (Line line : acc.convex_hull.lines()) {
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Point closest_point;
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double dist_sq = line.distance_to_squared(centroid_base_projection, &closest_point);
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if (dist_sq < distance_sq) {
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pivot = closest_point;
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distance_sq = dist_sq;
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}
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if (float(angle(line.b - line.a, centroid_base_projection - line.b)) < 0) {
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inside = false;
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}
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}
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}
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bool additional_supports_needed = false;
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double base_area = std::max(acc.convex_hull.area(), scale_(5.0)); // assume 5 mm area for support points and other degenerate bases
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double sticking_force = base_area * (acc.base_height == 0 ? params.base_adhesion : params.support_adhesion);
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if (inside) {
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double toppling_force = (Vec2d(sqrt(distance_sq), acc.base_height).norm() - acc.base_height) * acc.accumulated_volume;
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sticking_force += toppling_force;
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}
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double y_movement_force = 0.5f * acc.accumulated_volume * params.top_object_movement_speed
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* params.top_object_movement_speed;
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if (sticking_force < y_movement_force) {
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additional_supports_needed = true;
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}
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if (!inside) {
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double torque = sqrt(distance_sq) * acc.accumulated_volume;
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if (torque > sticking_force) { //comparing apples and oranges; but we are far beyond physical simulation
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additional_supports_needed = true;
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}
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}
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if (additional_supports_needed) {
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Vec2crd attractor_dir = inside ? pivot - centroid_base_projection : centroid_base_projection - pivot;
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Vec2d attractor = centroid_base_projection.cast<double>() + (1e9 * attractor_dir.cast<double>().normalized());
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double min_dist = std::numeric_limits<double>::max();
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Vec3d support_point = centroid;
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for (int y = 0; y < global_cell_count.y(); ++y) {
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for (int x = 0; x < global_cell_count.x(); ++x) {
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Cell &cell = this->access_cell(Vec3i(x, y, 0));
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if (cell.island_id == acc_id) {
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Vec3d cell_center = this->get_cell_center(this->to_global_cell_coords(Vec3i(x, y, z))).cast<double>();
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double dist_sq = (cell_center.head<2>() - attractor).squaredNorm();
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if (dist_sq < min_dist) {
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min_dist = dist_sq;
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support_point = cell_center;
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}
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}
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}
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}
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issues.supports_nedded.emplace_back(support_point.cast<float>());
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acc.points.push_back(Point(support_point.head<2>().cast<coord_t>()));
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acc.calculate_base_hull();
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}
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}
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}
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}
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@ -356,32 +419,32 @@ struct WeightDistributionMatrix {
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void debug_export(std::string file_name) const {
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Slic3r::CNumericLocalesSetter locales_setter;
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{
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FILE *fp = boost::nowide::fopen(debug_out_path((file_name + "_matrix.obj").c_str()).c_str(), "w");
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FILE *fp = boost::nowide::fopen(debug_out_path((file_name + "_grid.obj").c_str()).c_str(), "w");
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if (fp == nullptr) {
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BOOST_LOG_TRIVIAL(error)
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<< "Debug files: Couldn't open " << file_name << " for writing";
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return;
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}
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float max_weight = 0;
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float max_volume = 0;
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for (int x = 0; x < global_cell_count.x(); ++x) {
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for (int y = 0; y < global_cell_count.y(); ++y) {
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for (int z = 0; z < local_z_cell_count; ++z) {
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const Cell &cell = access_cell(Vec3i(x, y, z));
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max_weight = std::max(max_weight, cell.weight);
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max_volume = std::max(max_volume, cell.volume);
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}
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}
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}
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max_weight *= 0.8;
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max_volume *= 0.8;
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for (int x = 0; x < global_cell_count.x(); ++x) {
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for (int y = 0; y < global_cell_count.y(); ++y) {
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for (int z = 0; z < local_z_cell_count; ++z) {
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Vec3f center = unscale(get_cell_center(to_global_cell_coords(Vec3i { x, y, z }))).cast<float>();
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const Cell &cell = access_cell(Vec3i(x, y, z));
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if (cell.weight != 0) {
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fprintf(fp, "v %f %f %f %f %f %f\n", center(0), center(1), center(2), cell.weight / max_weight, 0.0, 0.0);
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if (cell.volume != 0) {
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fprintf(fp, "v %f %f %f %f %f %f\n", center(0), center(1), center(2), cell.volume / max_volume, 0.0, 0.0);
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}
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}
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}
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@ -516,12 +579,12 @@ struct SegmentAccumulator {
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};
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Issues check_extrusion_entity_stability(const ExtrusionEntity *entity, float print_z, const LayerRegion *layer_region,
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const EdgeGridWrapper &supported_grid, WeightDistributionMatrix &weight_matrix, const Params ¶ms) {
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const EdgeGridWrapper &supported_grid, BalanceDistributionGrid &balance_grid, const Params ¶ms) {
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Issues issues { };
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if (entity->is_collection()) {
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for (const auto *e : static_cast<const ExtrusionEntityCollection*>(entity)->entities) {
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issues.add(check_extrusion_entity_stability(e, print_z, layer_region, supported_grid, weight_matrix, params));
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issues.add(check_extrusion_entity_stability(e, print_z, layer_region, supported_grid, balance_grid, params));
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}
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} else { //single extrusion path, with possible varying parameters
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//prepare stack of points on the extrusion path. If there are long segments, additional points might be pushed onto the stack during the algorithm.
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@ -543,6 +606,7 @@ Issues check_extrusion_entity_stability(const ExtrusionEntity *entity, float pri
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Point prev_point = points.top(); // prev point of the path. Initialize with first point.
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Vec3f prev_fpoint = to_vec3f(prev_point);
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coordf_t flow_width = get_flow_width(layer_region, entity->role());
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coordf_t layer_height = layer_region->layer()->height;
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bool external_perimters_first = layer_region->region().config().external_perimeters_first;
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const coordf_t max_allowed_dist_from_prev_layer = get_max_allowed_distance(entity->role(), flow_width, external_perimters_first,
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params);
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@ -553,7 +617,7 @@ Issues check_extrusion_entity_stability(const ExtrusionEntity *entity, float pri
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Vec3f fpoint = to_vec3f(point);
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float edge_len = (fpoint - prev_fpoint).norm();
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weight_matrix.distribute_edge_weight(prev_point, point, print_z, unscale<float>(flow_width));
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balance_grid.distribute_edge(prev_point, point, print_z, unscale<float>(flow_width), unscale<float>(layer_height));
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coordf_t dist_from_prev_layer { 0 };
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if (!supported_grid.signed_distance(point, flow_width, dist_from_prev_layer)) { // dist from prev layer not found, assume empty layer
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@ -617,7 +681,7 @@ Issues check_extrusion_entity_stability(const ExtrusionEntity *entity, float pri
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return issues;
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}
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Issues check_layer_stability(const PrintObject *po, size_t layer_idx, bool full_check, WeightDistributionMatrix &weight_matrix,
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Issues check_layer_stability(const PrintObject *po, size_t layer_idx, bool full_check, BalanceDistributionGrid &balance_grid,
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const Params ¶ms) {
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std::cout << "Checking: " << layer_idx << std::endl;
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if (layer_idx == 0) {
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@ -634,7 +698,7 @@ Issues check_layer_stability(const PrintObject *po, size_t layer_idx, bool full_
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for (const ExtrusionEntity *ex_entity : layer_region->perimeters.entities) {
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for (const ExtrusionEntity *perimeter : static_cast<const ExtrusionEntityCollection*>(ex_entity)->entities) {
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issues.add(
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check_extrusion_entity_stability(perimeter, layer->print_z, layer_region, supported_grid, weight_matrix,
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check_extrusion_entity_stability(perimeter, layer->print_z, layer_region, supported_grid, balance_grid,
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params));
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} // perimeter
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} // ex_entity
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@ -642,8 +706,7 @@ Issues check_layer_stability(const PrintObject *po, size_t layer_idx, bool full_
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for (const ExtrusionEntity *fill : static_cast<const ExtrusionEntityCollection*>(ex_entity)->entities) {
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if (fill->role() == ExtrusionRole::erGapFill || fill->role() == ExtrusionRole::erBridgeInfill) {
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issues.add(
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check_extrusion_entity_stability(fill, layer->print_z, layer_region, supported_grid, weight_matrix,
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params));
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check_extrusion_entity_stability(fill, layer->print_z, layer_region, supported_grid, balance_grid, params));
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}
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} // fill
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} // ex_entity
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@ -656,7 +719,7 @@ Issues check_layer_stability(const PrintObject *po, size_t layer_idx, bool full_
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if (perimeter->role() == ExtrusionRole::erExternalPerimeter
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|| perimeter->role() == ExtrusionRole::erOverhangPerimeter) {
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issues.add(
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check_extrusion_entity_stability(perimeter, layer->print_z, layer_region, supported_grid, weight_matrix,
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check_extrusion_entity_stability(perimeter, layer->print_z, layer_region, supported_grid, balance_grid,
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params));
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}; // ex_perimeter
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} // perimeter
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@ -672,26 +735,26 @@ Issues check_layer_stability(const PrintObject *po, size_t layer_idx, bool full_
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std::vector<size_t> quick_search(const PrintObject *po, const Params ¶ms) {
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using namespace Impl;
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WeightDistributionMatrix matrix { };
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matrix.init(po, 0, po->layers().size());
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std::mutex matrix_mutex;
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BalanceDistributionGrid grid { };
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grid.init(po, 0, po->layers().size());
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std::mutex grid_mutex;
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size_t layer_count = po->layer_count();
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std::vector<bool> layer_needs_supports(layer_count, false);
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tbb::parallel_for(tbb::blocked_range<size_t>(1, layer_count), [&](tbb::blocked_range<size_t> r) {
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WeightDistributionMatrix weight_matrix { };
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weight_matrix.init(po, r.begin(), r.end());
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BalanceDistributionGrid balance_grid { };
|
||||
balance_grid.init(po, r.begin(), r.end());
|
||||
|
||||
for (size_t layer_idx = r.begin(); layer_idx < r.end(); ++layer_idx) {
|
||||
auto layer_issues = check_layer_stability(po, layer_idx, false, weight_matrix, params);
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||||
auto layer_issues = check_layer_stability(po, layer_idx, false, balance_grid, params);
|
||||
if (!layer_issues.supports_nedded.empty()) {
|
||||
layer_needs_supports[layer_idx] = true;
|
||||
}
|
||||
}
|
||||
|
||||
matrix_mutex.lock();
|
||||
matrix.merge(weight_matrix);
|
||||
matrix_mutex.unlock();
|
||||
grid_mutex.lock();
|
||||
grid.merge(balance_grid);
|
||||
grid_mutex.unlock();
|
||||
});
|
||||
|
||||
std::vector<size_t> problematic_layers;
|
||||
|
@ -706,26 +769,26 @@ std::vector<size_t> quick_search(const PrintObject *po, const Params ¶ms) {
|
|||
Issues full_search(const PrintObject *po, const Params ¶ms) {
|
||||
using namespace Impl;
|
||||
|
||||
WeightDistributionMatrix matrix { };
|
||||
matrix.init(po, 0, po->layers().size());
|
||||
std::mutex matrix_mutex;
|
||||
BalanceDistributionGrid grid { };
|
||||
grid.init(po, 0, po->layers().size());
|
||||
std::mutex grid_mutex;
|
||||
|
||||
size_t layer_count = po->layer_count();
|
||||
Issues found_issues = tbb::parallel_reduce(tbb::blocked_range<size_t>(1, layer_count), Issues { },
|
||||
[&](tbb::blocked_range<size_t> r, const Issues &init) {
|
||||
WeightDistributionMatrix weight_matrix { };
|
||||
weight_matrix.init(po, r.begin(), r.end());
|
||||
BalanceDistributionGrid balance_grid { };
|
||||
balance_grid.init(po, r.begin(), r.end());
|
||||
Issues issues = init;
|
||||
for (size_t layer_idx = r.begin(); layer_idx < r.end(); ++layer_idx) {
|
||||
auto layer_issues = check_layer_stability(po, layer_idx, true, weight_matrix, params);
|
||||
auto layer_issues = check_layer_stability(po, layer_idx, true, balance_grid, params);
|
||||
if (!layer_issues.empty()) {
|
||||
issues.add(layer_issues);
|
||||
}
|
||||
}
|
||||
|
||||
matrix_mutex.lock();
|
||||
matrix.merge(weight_matrix);
|
||||
matrix_mutex.unlock();
|
||||
grid_mutex.lock();
|
||||
grid.merge(balance_grid);
|
||||
grid_mutex.unlock();
|
||||
|
||||
return issues;
|
||||
},
|
||||
|
@ -735,9 +798,9 @@ Issues full_search(const PrintObject *po, const Params ¶ms) {
|
|||
}
|
||||
);
|
||||
|
||||
matrix.analyze(found_issues);
|
||||
grid.analyze(found_issues, params);
|
||||
|
||||
matrix.debug_export("weight");
|
||||
grid.debug_export("volume");
|
||||
|
||||
#ifdef DEBUG_FILES
|
||||
Impl::debug_export(found_issues, "issues");
|
||||
|
|
|
@ -14,6 +14,10 @@ struct Params {
|
|||
float max_first_ex_perim_unsupported_distance_factor = 0.0f; // if external perim first, return tighter max allowed distance from previous layer extrusion
|
||||
float max_unsupported_distance_factor = 1.0f; // For internal perimeters, infill, bridges etc, allow gap of [extrusion width] size, these extrusions have usually something to stick to.
|
||||
float bridge_distance_decrease_by_curvature_factor = 5.0f; // allowed bridge distance = bridge_distance / ( 1 + this factor * (curvature / PI) )
|
||||
|
||||
float base_adhesion = 60.0f; // adhesion per mm^2 of first layer; the value should say how much *volume* it can hold per one square millimiter
|
||||
float support_adhesion = 300.0f; // adhesion per mm^2 of support interface layer
|
||||
float top_object_movement_speed = 200.0f; // movement speed of 200 mm/s in Y
|
||||
};
|
||||
|
||||
struct SupportPoint {
|
||||
|
|
Loading…
Add table
Reference in a new issue