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* Electric-immersion DHW: bill at 100%, not the space boiler's efficiency 🟩 A separate electric immersion heater (SAP water-heating code 903) is 100% efficient (SAP 10.2 Table 4a) and the space-heating boiler provides no water heating, so Appendix D2.1 Eq D1 (the boiler seasonal-efficiency cascade) must not apply to it. But `_water_heating_main` resolves DHW to the SPACE main — a gas/oil boiler keeps its PCDB record — so three water-efficiency branches in cert_to_inputs billed the immersion-heated cylinder at the boiler's ~87% summer efficiency (a mongrel: electric fuel price x gas-boiler efficiency): 1. the scalar `water_eff = water_pcdb_main.summer_efficiency_pct / 100`, 2. the SAP §9.4.11 / Table 4c(2) -5pp no-interlock adjustment, and 3. the Eq D1 (winter, summer) seasonal pair from `pcdb_main`. Gate all three on `not dhw_is_electric_immersion`; the correct immersion path (`_water_efficiency_with_category_inherit` -> 1.0, Eq D1 off) then applies, mirroring the Table 3 zero-primary-loss gate already present for WHC 903. General bug — fires for any WHC-903 dwelling whose space main is a PCDB gas/oil boiler. It surfaced via the PasHub campaign's #1600 no-water-heating default (WHC 999 -> 903) on a gas-combi dwelling: 58 Hackle St M11 4WU, SAP 55.30 -> 57.67 (pre_sap 58, verified 59). Guardrails: the gov-API RdSAP corpus IMPROVES 78.8% -> 78.9% within-0.5, MAE 0.625 -> 0.622 (a handful of corpus certs with a boiler space main + electric immersion move closer to accredited) — MAE ceiling ratcheted 0.626 -> 0.625. Regression pinned in test_cert_to_inputs (RED before / GREEN after). pyright 0-new (cert_to_inputs baseline 30). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * PasHub SAP accuracy: thread low-energy lights + draught lobby (from_site_notes) 🟩 Two systematic silent-drops in the PAS Hub `from_site_notes` path, each a field the gov-API/Elmhurst mappers thread but site-notes dropped, letting a favourable default reach the SAP-10.2 calculator. Validated against the correct pashub oracle (property_baseline_performance.effective_sap_score, portfolio 838): cohort within-0.5 55.1% → 62.6%, MAE 0.599 → 0.521. - Low-energy lights: when "exact LED/CFL known = No", PAS Hub lodges an aggregate "Number of fixed low energy lights?" count. Previously dropped (no dataclass field / extractor key / mapper thread) → calculator saw 0 low-energy bulbs and applied the pessimistic L5b/L8c no-data default, under-rating SAP. Now threaded into low_energy_fixed_lighting_bulbs_count, mirroring from_elmhurst_site_notes. ~6% of the cohort; resolves 58 Hackle (−0.43 vs oracle 59 with #1615). - Draught lobby: _map_sap_ventilation set only the legacy `draught_lobby` field, never the canonical `has_draught_lobby` §2 (13) gate the cascade reads, so the surveyed lobby was ignored and infiltration over-stated. Now mirrors Elmhurst. Two other audited levers were REJECTED against the pashub oracle (they matched the gov-cert/RdSAP convention but pashub does not apply them): percent_draughtproofed (cohort 30.8%) and the §A.2.2 assumed secondary heater (19.2%). A heat-network control-code fix (2306→2303 for 16 Bingley) is HELD pending spec/Elmhurst adjudication — it contradicts ADR-0053; see the NOTE on _PASHUB_HEAT_NETWORK_CONTROL_TO_SAP10. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * PasHub heat-network control: room-thermostat-only maps to 2308, not 2306 🟩 The Table 4e Group 3 label "charging linked to use of community heating, room thermostat only" was mapped to 2306 — the linked-to-use *with-TRVs* code (control type 3, space charging 1.00). The label explicitly excludes TRVs, so it is control type 2 / space 1.05 = code 2308/2309 (linked-to-use → DHW 1.00). 2306 asserted TRVs the survey doesn't have and over-rated the cohort's sole heat-network dwelling (16 Bingley Close 56.89 → 54.01 vs pashub oracle 52). Verified against SAP 10.2 Table 4e as encoded in cert_to_inputs.py (_CONTROL_TYPE_BY_CODE 2308→2, space-charging 2308→1.05, DHW 2308→1.00) and the RdSAP control-label vocabulary in MainheatControlAttributes.py. 2303 (the earlier audit's guess) is rejected: it is a flat-rate code (DHW 1.05) whose oracle match was a coincidence of two offsetting spec violations. The residual +2.0 to oracle 52 is the documented SAP-10.2-engine-vs-lodged offset, not a fuel/flags gap (those were threaded by the #1590 follow-up) — supersedes the ADR-0053 / HANDOVER_838 "community fuel/flags" attribution. 16 Bingley is the only heat-network fixture in portfolio 838, so this moves one fixture strictly toward its oracle. Harness ratcheted: within-0.5 0.51→0.58, MAE 0.625→0.521 (observed 58.5% / 0.520 with all three 2026-07-15 levers). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * PasHub SAP accuracy: restore 3 dropped §2 infiltration inputs (from_site_notes) `from_site_notes` uniquely dropped three ventilation inputs that the gov-API and Elmhurst sibling mappers all set, causing a systematic cohort-wide SAP under-rate vs the company's own accredited SAP-10.2 certs (property_baseline_performance.effective_sap_score, portfolio 838): 1. percent_draughtproofed — never set, so §2(15) window infiltration was pinned at its 0.25-ACH worst case on every dwelling. Reconstructed as the area-weighted % of draught-proofed windows (mirrors Elmhurst `draught_proofing_percent`). Dominant term. 2. Upper-storey +0.25 m joist void — omitted; now added, matching `_UPPER_FLOOR_HEIGHT_ADD_M` on the gov-API/Elmhurst paths. This RE-ADJUDICATES #1601 ("keep raw"): that call was confounded by the then-present draught-proofing drop suppressing every verified dwelling. 3. sheltered_sides — left None → calculator's flat default of 2, which over-shelters end/semi/detached (RdSAP §S5 = 1/1/0). Now derived from built form. The three are NON-ADDITIVE — each overshoots alone (which is why all three were previously rejected individually) — but together they land all 7 verified ground-truth dwellings toward truth (none regress) and every built form near zero. Cohort 62.1% -> 83.3% within-0.5, MAE 0.507 -> 0.377. Guardrails: gov-API RdSAP corpus unchanged (78.9%, these are from_site_notes- only helpers). pashub harness 58.5% -> 79.5% / MAE 0.520 -> 0.389; ratchets tightened 0.58->0.78 and 0.521->0.40. pyright zero-new (mapper baseline 39). New focused tests in TestFromSiteNotesInfiltrationFixes cover all three fields incl. area-weighting and the built-form shelter map; goldens updated. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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| abri | ||
| addresses | ||
| billing | ||
| bulk_document_download | ||
| data_transformation | ||
| elmhurst | ||
| epc | ||
| epc_prediction | ||
| fuel_rates | ||
| geospatial | ||
| magicplan | ||
| modelling | ||
| property | ||
| property_baseline | ||
| sap10_calculator | ||
| sap10_ml | ||
| tasks | ||
| building_geometry.py | ||
| postcode.py | ||