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Pipe Assembly Lab v1.3: four power-piping research sections, FE operators and validation

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  1. POWER_CASES.md +78 -0
  2. PROJECT_FORMAT.md +11 -4
  3. README.md +30 -0
  4. SHA256SUMS +163 -5
  5. assemblies/power_sections.jsonl +0 -0
  6. components/power-cold-reheat-elbow-r1.5/component.npz +3 -0
  7. components/power-cold-reheat-elbow-r1.5/mass.npz +3 -0
  8. components/power-cold-reheat-elbow-r1.5/mesh.npz +3 -0
  9. components/power-cold-reheat-elbow-r1.5/metadata.json +42 -0
  10. components/power-cold-reheat-elbow-r1.5/stiffness.npz +3 -0
  11. components/power-cold-reheat-elbow-r2/component.npz +3 -0
  12. components/power-cold-reheat-elbow-r2/mass.npz +3 -0
  13. components/power-cold-reheat-elbow-r2/mesh.npz +3 -0
  14. components/power-cold-reheat-elbow-r2/metadata.json +42 -0
  15. components/power-cold-reheat-elbow-r2/stiffness.npz +3 -0
  16. components/power-cold-reheat-elbow-r3/component.npz +3 -0
  17. components/power-cold-reheat-elbow-r3/mass.npz +3 -0
  18. components/power-cold-reheat-elbow-r3/mesh.npz +3 -0
  19. components/power-cold-reheat-elbow-r3/metadata.json +42 -0
  20. components/power-cold-reheat-elbow-r3/stiffness.npz +3 -0
  21. components/power-cold-reheat-straight-r3/component.npz +3 -0
  22. components/power-cold-reheat-straight-r3/mass.npz +3 -0
  23. components/power-cold-reheat-straight-r3/mesh.npz +3 -0
  24. components/power-cold-reheat-straight-r3/metadata.json +42 -0
  25. components/power-cold-reheat-straight-r3/stiffness.npz +3 -0
  26. components/power-cold-reheat-straight-r5/component.npz +3 -0
  27. components/power-cold-reheat-straight-r5/mass.npz +3 -0
  28. components/power-cold-reheat-straight-r5/mesh.npz +3 -0
  29. components/power-cold-reheat-straight-r5/metadata.json +42 -0
  30. components/power-cold-reheat-straight-r5/stiffness.npz +3 -0
  31. components/power-cold-reheat-straight-r8/component.npz +3 -0
  32. components/power-cold-reheat-straight-r8/mass.npz +3 -0
  33. components/power-cold-reheat-straight-r8/mesh.npz +3 -0
  34. components/power-cold-reheat-straight-r8/metadata.json +42 -0
  35. components/power-cold-reheat-straight-r8/stiffness.npz +3 -0
  36. components/power-feedwater-elbow-r1.5/component.npz +3 -0
  37. components/power-feedwater-elbow-r1.5/mass.npz +3 -0
  38. components/power-feedwater-elbow-r1.5/mesh.npz +3 -0
  39. components/power-feedwater-elbow-r1.5/metadata.json +42 -0
  40. components/power-feedwater-elbow-r1.5/stiffness.npz +3 -0
  41. components/power-feedwater-elbow-r2/component.npz +3 -0
  42. components/power-feedwater-elbow-r2/mass.npz +3 -0
  43. components/power-feedwater-elbow-r2/mesh.npz +3 -0
  44. components/power-feedwater-elbow-r2/metadata.json +42 -0
  45. components/power-feedwater-elbow-r2/stiffness.npz +3 -0
  46. components/power-feedwater-elbow-r3/component.npz +3 -0
  47. components/power-feedwater-elbow-r3/mass.npz +3 -0
  48. components/power-feedwater-elbow-r3/mesh.npz +3 -0
  49. components/power-feedwater-elbow-r3/metadata.json +42 -0
  50. components/power-feedwater-elbow-r3/stiffness.npz +3 -0
POWER_CASES.md ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Power-piping research cases · v1.3
2
+
3
+ Four service families provide reusable **solid-FE component operators**, rather
4
+ than attaching service names to the old small-pipe library. Each family has
5
+ three straight lengths (3D, 5D, 8D) and three 90° bends (R/D = 1.5, 2, 3).
6
+ Each bend also contains a 2D tangent at both ends. Layouts are researcher-designed.
7
+
8
+ | Research family | OD × wall / mm | E / GPa | α / µm/(m·K) | Example ΔT / K |
9
+ |---|---:|---:|---:|---:|
10
+ | Main steam / 主蒸汽 | 450 × 60 | 170 | 13 | 546 |
11
+ | Hot reheat / 再热热段 | 800 × 30 | 170 | 13 | 546 |
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+ | Cold reheat / 再热冷段 | 800 × 20 | 190 | 12.5 | 330 |
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+ | High-pressure feedwater / 高压给水 | 450 × 50 | 195 | 12.5 | 280 |
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+
15
+ ## Provenance and assumptions
16
+
17
+ The **main-steam cross-section only** derives from Gao & Huo, *Feasibility
18
+ Research on Ultra-supercritical 350 MW Unit and Analysis of Main Equipment
19
+ Parameter*, Table 9: 330 mm bore and 60 mm calculated wall, excluding corrosion
20
+ allowance. The derived OD is 450 mm. It is not a purchased/as-built pipe size.
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+ Source: https://doi.org/10.16516/j.gedi.issn2095-8676.2019.04.007
22
+
23
+ The other three cross-sections are **author-selected benchmark geometries**.
24
+ All tabled effective E and α values, temperature rises, layouts, springs,
25
+ damper settings and forces are **benchmark assumptions**, not values extracted
26
+ from that paper, certified grade-specific material data, or measured plant data.
27
+ Density is 7850 kg/m³ and Poisson ratio 0.3. ΔT is a uniform imposed wall
28
+ temperature rise, not an absolute operating temperature or a transient history.
29
+ Material constants remain fixed when ΔT is varied.
30
+
31
+ The service taxonomy follows main steam, hot reheat, cold reheat and main
32
+ feedwater. Context: National Energy Administration,
33
+ https://www.nea.gov.cn/2011-02/14/c_131071160.htm
34
+
35
+ ## Models and records
36
+
37
+ - 24 new components, 35,280 displacement DOFs each; Q2 displacement on a Q1
38
+ hexahedral geometry, 24 axial × 24 circumferential × 2 radial cells.
39
+ - 12 rigid mechanical port DOFs plus 12 fixed-interface modes per component.
40
+ - 108 assembly records: four families × three layouts × three support choices
41
+ × three temperature rises. Labels come from the assembled component ROM.
42
+ - 12 harmonic sweeps: four families × three support choices, with a 1000 N
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+ peak Y force at the final joint, assumed 2% modal damping, and a 10,000 N·s/m
44
+ grounded Y damper at that same joint. Their excitation frequency is f1.
45
+ - UI initial layouts use springs at joints 3 and 5; they are editable examples,
46
+ not identical to every dataset layout or an optimized support design.
47
+ - Original 48 components and 512 assembly records remain intact.
48
+
49
+ Mass and unconstrained axial expansion are checked analytically. Python/SciPy
50
+ and browser assembly are compared for all 108 records. Harmonic response is
51
+ checked against an independent complex solve, including 12/24 system-mode
52
+ retention. Four R/D=3 bends are compared against 30 × 32 × 3 meshes (81,984
53
+ DOFs). The refinement check covers isolated bends, not every route, stress,
54
+ or higher mode. Reports state each metric explicitly.
55
+
56
+ ## Scope
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+
58
+ These are dry-pipe, small-displacement linear elastic models. No pressure
59
+ stiffening, fluid/insulation mass, spring preload, gaps/friction, creep, fatigue,
60
+ thermal gradients or piping-code acceptance calculation is included. A viscous
61
+ damper is not a hydraulic snubber. Displayed response is centreline motion, not
62
+ wall stress. This release supports reproducible geometry/support studies and
63
+ operator reuse; it is not a plant digital-twin calibration or design sign-off.
64
+
65
+ ## Reproduce
66
+
67
+ With the AgentFEM/DOLFINx environment: `python src/generate_power.py`, then
68
+ `python src/validate_power.py` and `python src/check_power_mesh.py`.
69
+ With Node.js: `node src/check_power.cjs`.
70
+ With NumPy/SciPy: `python src/check_power_harmonic.py`.
71
+ The data/model repositories include the required operator data and source;
72
+ the Space contains only compact browser operators and needs no Python backend.
73
+
74
+ ## 中文说明
75
+
76
+ 本版增加的是可复用、可验证的四大管道研究组件。主蒸汽截面有公开计算尺寸
77
+ 来源;其他截面和工况为研究设定。先研究管路走向、支撑位置和刚度对热位移、
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+ 接口载荷与振动的影响,不将结果用作现场管道的安全判定。
PROJECT_FORMAT.md CHANGED
@@ -1,8 +1,8 @@
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- # Pipe project and dynamic response · v1.2
2
 
3
  A saved project is JSON, not executable code. All stored numbers use SI units.
4
- `schema` is `agentfem.pipe-project/1`; `modelVersion` is `1.2.0`.
5
- Version 1.1.0 imports remain supported and receive default excitation settings.
6
  Optional `design.excitation` is `{node:3, axis:2, force:100, frequency:10, zeta:0.02}`.
7
  The harmonic force and probe share a joint and global direction. SI units, peak
8
  amplitude, not RMS. The added damper retains independent position/direction.
@@ -10,7 +10,7 @@ amplitude, not RMS. The added damper retains independent position/direction.
10
  ```json
11
  {
12
  "schema": "agentfem.pipe-project/1",
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- "modelVersion": "1.2.0",
14
  "units": "SI",
15
  "design": {
16
  "route": [
@@ -77,3 +77,10 @@ forces/moments, along with material constants, model version and complete projec
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  settings. Print-to-PDF uses the browser. CSV includes port translations, support
78
  forces/moments and, when a dynamic run exists, its time histories. The reference
79
  and current designs are included in the printable report.
 
 
 
 
 
 
 
 
1
+ # Pipe project and dynamic response · v1.3
2
 
3
  A saved project is JSON, not executable code. All stored numbers use SI units.
4
+ `schema` is `agentfem.pipe-project/1`; `modelVersion` is `1.3.0`.
5
+ Version 1.1.0 and 1.2.0 imports remain supported and receive default excitation settings.
6
  Optional `design.excitation` is `{node:3, axis:2, force:100, frequency:10, zeta:0.02}`.
7
  The harmonic force and probe share a joint and global direction. SI units, peak
8
  amplitude, not RMS. The added damper retains independent position/direction.
 
10
  ```json
11
  {
12
  "schema": "agentfem.pipe-project/1",
13
+ "modelVersion": "1.3.0",
14
  "units": "SI",
15
  "design": {
16
  "route": [
 
77
  settings. Print-to-PDF uses the browser. CSV includes port translations, support
78
  forces/moments and, when a dynamic run exists, its time histories. The reference
79
  and current designs are included in the printable report.
80
+
81
+ ## Power sections
82
+
83
+ v1.3 additionally accepts (OD,wall thickness) = (0.45,0.06), (0.8,0.03),
84
+ (0.8,0.02), (0.45,0.05) metres. Store wall as thickness/OD. Only those exact
85
+ pairs are available; ΔT is 0–600 K for these research sections. Generic pipes
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+ retain the 0–200 K range. See POWER_CASES.md for their fixed material constants.
README.md CHANGED
@@ -32,10 +32,40 @@ configs:
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  data_files:
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  - split: validation
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  path: dynamics/harmonic_cases.jsonl
 
 
 
 
 
 
 
 
35
  ---
36
 
37
  # AgentFEM Pipe Components
38
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
39
  ## v1.2 — thermal movement and forced vibration
40
 
41
  Adds **19 harmonic-response sweeps**, including a blocked-force-direction control.
 
32
  data_files:
33
  - split: validation
34
  path: dynamics/harmonic_cases.jsonl
35
+ - config_name: power_assemblies
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+ data_files:
37
+ - split: benchmark
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+ path: assemblies/power_sections.jsonl
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+ - config_name: power_components
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+ data_files:
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+ - split: components
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+ path: power_manifest.jsonl
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  ---
44
 
45
  # AgentFEM Pipe Components
46
 
47
+ ## v1.3 — Power-piping research sections
48
+
49
+ **Four pipe services, 24 new solid-FE components, 108 assembly records.**
50
+
51
+ Main steam, hot reheat, cold reheat and high-pressure feedwater now have
52
+ independently assembled component operators. The Space switches section geometry,
53
+ stiffness, mass and effective thermal expansion together. It includes thermal
54
+ movement, support reactions, modes, free decay and forced-response comparison.
55
+
56
+ The main-steam section uses a published calculated bore/wall pair; other sections
57
+ and all effective material constants, layouts and loads are benchmark assumptions.
58
+ See [case definitions and provenance](POWER_CASES.md). This is still a dry-pipe,
59
+ constant-property research model, not plant design approval.
60
+
61
+ New validation: 108 independent Python/browser comparisons, 12 harmonic sweeps,
62
+ and four refined-bend mesh checks. Original records are preserved. The complete
63
+ library now contains **72 components**. Data and operators use CC BY 4.0;
64
+ solver/example code retains its existing Apache-2.0 license.
65
+
66
+ 中文:新增主蒸汽、再热热段、再热冷段和高压给水四类研究截面。可比较管路、
67
+ 支撑与阻尼器设置对热位移和振动的影响。尺寸来源、研究假设与验证报告一并提供。
68
+
69
  ## v1.2 — thermal movement and forced vibration
70
 
71
  Adds **19 harmonic-response sweeps**, including a blocked-force-direction control.
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