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Chapter 15 — Use Cases & Reference Implementations
One-sentence goal: Deliver reproducible, end-to-end use cases that chain together the full pipeline from Chs. 2–14—component modeling → observation → fusion/synchronization → calibration → uncertainty/guardband → runtime publication—and produce a signed, replayable, rollback-ready delivery path via manifest.redshift.*.
I. Scope & Objects
- Objects: z_parts = { z_kin, z_grav, z_med, z_cos, z_inst, z_proc }, composite z_path; arrival time T_arr^{form1/form2} and harmonized T_arr*; manifests and strategy cards.
- Inputs: use-case configuration
profile = { geometry, carrier, bandwidth, SNR, ephemeris/gravity models, n_field/TEC/met sources, timebase, osc }; SLO/thresholds and the contract library. - Outputs: end-to-end manifests
{ redshift.ray, redshift.obs, redshift.refcond, redshift.cal, redshift.u, redshift.contracts, redshift.rt }, panel snapshots, and audit evidence URIs. - Boundary: all profiles default to weak-field / weak-dispersion engineering conventions; strong-field/strong-dispersion cases are captured as extended fields with source and assumption annotations.
II. Terms & Keys
- Key quantities: z_path, z_meas, resid_z = z_meas − z_path, delta_form = | T_arr^{form1} − T_arr^{form2} |, ΔT_obs = | T_arr* − t̂_cont |.
- Configuration keys: RefCond.hash, ephemeris.hash, gravity.hash, n_field.hash, TEC/met.hash, osc.hash, algo.hash.
- QC keys: tol_Tarr, tol_z, tol_map, SNR_min, Δt_max, coverage.
III. Postulates P65-15x
- P65-1501 (Dual-form end-to-end): Each use case must publish T_arr^{form1/form2} with delta_form, and the windowed residual between z_path and z_meas.
- P65-1502 (Rigid dimensions / RefCond): Every record passes check_dim( y − f(x) ); RefCond and data provenance are traceable.
- P65-1503 (Fail-Closed): If any critical contract fails → execute strategy cards (degrade / bypass / rollback); persist actions and evidence in the manifest.
- P65-1504 (Replayable): Each manifest contains the minimal sufficient fields and version hashes to recompute z_path / T_arr*.
IV. Minimal Equations S65-15x (End-to-End Assembly)
- S65-1501
1+z_path = ∏_{i∈{kin,grav,med,cos,inst,proc}} (1+z_i), with the small-signal approximation z_path ≈ ∑ z_i. - S65-1502
T_arr^{form1} = (1/c_ref)( ∫ n_eff d ell ), T_arr^{form2} = ( ∫ ( n_eff / c_ref ) d ell ), delta_form = |…|. - S65-1503
resid_z = z_meas − z_path, window quantile resid_z,p95; ΔT_obs = | T_arr* − t̂_cont |. - S65-1504
Coverage interval U = k•u_c (Ch. 13); go/no-go gate: metric + k•u(metric) ≤ threshold.
V. Metrology Pipeline M65-15 (Ready → Execute → Validate → Sign → Publish)
- Ready: load the profile and sources (ephemerides / potentials / media / meteorology / timebase); set window W/H, SLOs, and contract thresholds; freeze RefCond.
- Execute:
- Geometry & path (Ch. 8): solve_ray → integrate_path → T_arr^{form1/form2};
- Components (Chs. 3–6): build z_kin / z_grav / z_med / z_cos;
- Observation (Ch. 9): produce z_meas (PLL/CFO/LINE);
- Fusion & sync (Ch. 10): RefCond + offset/skew/J, yielding z_pred;
- Calibration (Ch. 11): z_cal / T_arr_cal (optional);
- Uncertainty (Ch. 13): compute u/U and guardbands;
- Runtime (Ch. 14): stream windows and update panels.
- Validate: apply two-form, analytic-vs-observation, mapping, and conservation gates; compute residuals/quantiles and panel SLIs.
- Sign: canonicalize and sign manifest.redshift.*; create a rollback pointer and strategy cards.
- Publish / canary: canary → ramp; enable panel and contract guardians; archive audit evidence.
VI. Contracts & Assertions C65-15x (End-to-End, scenario-overridable)
- C65-1501: delta_form_p95 ≤ tol_Tarr; ΔT_obs_p95 ≤ tol_align.
- C65-1502: resid_z_p95 ≤ tol_z; | z_bias | ≤ z_bias_max, | z_drift | ≤ z_drift_max.
- C65-1503: source freshness age(source) ≤ Δt_max; coverage ≥ cov_min.
- C65-1504: publication coverage coverage(U) ≥ 95%; 0.8 ≤ ρ(GUM/MC) ≤ 1.25.
- C65-1505: panel freshness ≤ Δt_panel_max; rollback chain intact and verifiable.
VII. Implementation Bindings I65-15* (end-to-end wrappers)
- I65-151 build_usecase(profile) -> { graph, sources.hashes, RefCond, thresholds }
- I65-152 run_pipeline(profile, inputs) -> { manifests[], panels[], kpis } (chains this volume’s I65-*)
- I65-153 validate_end2end(manifests, kpis, rules) -> { report, pass }
- I65-154 publish_end2end(manifests, report) -> { uri, signature }
- I65-155 rollback_end2end(manifest_uri, reason) -> { status }
Invariants: two_forms_present = true; check_dim(*) passes; signature chain verifiable; strategy cards and replay scripts included.
Use-Case Set (Profiles)
U15-A Deep-Space TT&C Link (Ka/Ka′, Deep-Space Probe)
- Profile: carrier = 32 GHz, BW = 10 kHz, range = 1 AU–10 AU, SNR ≥ 20 dB/Hz; ephemerides = JPL DE, gravity = PN(1).
- Execution:
- Geometry/path: straight-line approx + heliocentric/geocentric switch (Ch. 8);
- Components: z_kin (relativistic Doppler + Sagnac), z_grav (potential difference + Shapiro), z_med (plasma via solar-wind TEC), z_cos ≈ 0;
- Observation: PLL-derived z_meas;
- Fusion/sync: EKF (offset/skew/J + ephemerides) → RefCond;
- Calibration: frequency-ratio chain + ground-station loop-back (optional);
- Uncertainty: GUM + MC (V_ξ includes TEC and ephemerides/gravity);
- Runtime: W = 60 s, lateness = 5 s, watermark = event-time.
- KPIs & Gates: resid_z_p95 ≤ 3e−12; delta_form_p95 ≤ 1e−3•T_arr; |ΔT_obs|_p95 ≤ 0.02•T_sym.
- Manifests: full set manifest.redshift.{ ray, obs, refcond, cal, u, contracts, rt }.
U15-B Ground → Satellite Downlink (LEO/GEO, Dual-Frequency Iono Suppression)
- Profile: carrier = 8.4 / 32 GHz; LEO 500–800 km / GEO 36 Mm; real-time met / iono.
- Execution:
- solve_ray (tropospheric refraction) + integrate_path;
- z_kin (Doppler + Sagnac), z_grav (Earth potential difference), z_med (tropo + iono, dual-frequency differencing);
- z_meas (fused CFO + PLL);
- RefCond (GNSS / meteorology / TEC fusion, PPS or Two-Way sync);
- u/U (sources include met/TEC and clock PSD);
- Runtime window = 10 s.
- KPIs & Gates: resid_z_p95 ≤ 1e−11; ΔT_map_p95 ≤ 0.1•tol_Tarr; age(TEC/met) ≤ Δt_max.
- Manifests: as in U15-A, with dual-frequency mapping and ΔT_map annotations.
U15-C Fiber Frequency Transfer (Round-Trip / Co-path)
- Profile: carrier = 193 THz (1550 nm); fiber 100–1000 km; co-path/round-trip symmetry and controlled connector reflections.
- Execution:
- solve_ray (routing + segment table), integrate_path → T_arr^{form1/form2};
- z_med (T/P/RH → n_eff, Fizeau = 0; record moving segments if any);
- z_kin / z_grav ≈ 0 (co-located, same potential/speed);
- z_meas (coherent PLL);
- Loop-back calibration τ_loop → ΔT_bias (Ch. 11);
- u/U (from u(n_eff) and connector/backscatter approximations);
- Runtime window = 1 s.
- KPIs & Gates: resid_z_p95 ≤ 1e−13; delta_form_p95 ≤ 1e−3•T_arr; |Δτ_asym|_p95 ≤ τ_asym.
- Manifests: emphasize segments.hash / Σ and ΔT_bias.
U15-D Ground-based Astronomical Line Redshift (Engineering Estimate)
- Profile: band = optical/radio; high-SNR lines (Voigt fitting), T_obs set by resolution.
- Execution: fit_spectral_line → z_meas; z_kin (Earth spin/orbit), z_grav (surface potential), z_med (atmosphere) as z_pred.
- KPIs & Gates: | z_meas − z_pred |_p95 ≤ tol_z; u(z_meas) from Fisher/covariance; two-form T_arr recorded for alignment (non-controlling).
- Manifests: manifest.redshift.obs + contracts; method = LINE, with line-library hash.
U15-E Hybrid Path (Fiber + FSO) with Edge Gateway
- Profile: terrestrial fiber + rooftop FSO; carrier = 193 THz; FSO 1–5 km.
- Execution:
- Path split: gamma = gamma_fiber ⊕ gamma_fso;
- z_med: fiber (T/P/RH) + FSO (turbulence / pointing / weather; cf. Packets.Light FSO chapter);
- z_kin (short spans, negligible), z_grav (elevation differences negligible or folded into ΔT_grav);
- Observation, fusion, calibration, u/U, and runtime as above.
- KPIs & Gates: joint resid_z_p95 and FSO Avail; age(TEC/met) ≤ Δt_max.
- Manifests: segment-level sources & windows in RefCond; full manifest.redshift.{ ray, med, obs, u, rt }.
VIII. Cross-References
- Upstream: Chs. 2–11 (components / observation / fusion / calibration).
- Guardians: Chs. 12–14 (contracts / uncertainty / runtime).
- Companions: Appendices A/B/C/D/E (interfaces / contracts / manifests / metrics / uncertainty propagation).
IX. Quality & Risk Control
- End-to-end SLI/SLO: delta_form_p95, resid_z_p95, ΔT_obs_p95, coverage, age(source)_p95, panel_freshness.
- Fallback gradient: guardband ↑ → window ↓ → model back-write / re-estimate → bypass / rollback (persisted in strategy cards).
- Audit: compare against baseline.manifest; record KPI drifts, contract failures and dispositions, panel snapshots, and signature chains.
Summary
- This chapter consolidates the volume’s conventions into operational, end-to-end use cases: grounded in dual-form + contracts + uncertainty + manifests to ensure z_path / T_arr* are reproducible, auditable, and rollbackable.
- With the I65-15* wrappers, engineering teams can instantiate and publish path-redshift services from templates, and operate them stably via panels and strategy cards.
Copyright & License (CC BY 4.0)
Copyright: Unless otherwise noted, the copyright of “Energy Filament Theory” (text, charts, illustrations, symbols, and formulas) belongs to the author “Guanglin Tu”.
License: This work is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0). You may copy, redistribute, excerpt, adapt, and share for commercial or non‑commercial purposes with proper attribution.
Suggested attribution: Author: “Guanglin Tu”; Work: “Energy Filament Theory”; Source: energyfilament.org; License: CC BY 4.0.
First published: 2025-11-11|Current version:v5.1
License link:https://creativecommons.org/licenses/by/4.0/