Lab

17 min read

November 11, 2026

Generated lab notebook from daily_summary, plan_journal, plan_delivery_log, and setpoint audit data. It is intentionally chronological and may include in-progress cycles before validation.

Planner Execution Ledger

Planner checkpoints can acknowledge that the active plan is still suitable without writing a new public plan ID. Those no-change decisions are part of the audit trail.

Delivery events

7

Plan writes

4

No-change acknowledgements

2

Pending

0

EventDeliveredTypeStatusNote
End-of-day review and reset00:16MIDNIGHTplan_writtenWrote public plan iris-20261111-0016. Resolved 00:18 MDT.
Morning planning cycle06:42SUNRISEplan_writtenWrote public plan iris-20261111-0643. Resolved 06:46 MDT.
Solar peak planning checkpoint11:45SOLAR_MAXaction_completedDelivery recorded without a public plan write. Resolved 11:46 MDT.
Peak Stress13:45TRANSITIONackedAcknowledged: Peak readings are elevated (house 77F/1.32 kPa, north 1.46) but remain within the plan's predicted dry-stress window. The controller has just entered SEALED_MIST_FOG with fog on; dew margin is healthy at 16F, and existing thresholds are already band-proximal (mister engage 0.95, all-zone 1.15, gap 30s, fog escalation 0.25). No evidence yet that the active response is failing; retain the scheduled 16:00 taper as outdoor conditions cool. Resolved 13:46 MDT.
Decline15:47TRANSITIONackedAcknowledged: No tunable change: live VPD is still 1.14 kPa vs 0.90 high with 11.1°F dew margin; current engage/fog posture is already band-edge and the planned mild evening taper is preferable to an extra one-shot adjustment. Do not unwind further based on sunset alone; wait for observed VPD recovery. Resolved 15:49 MDT.
Evening planning cycle16:48SUNSETplan_writtenWrote public plan iris-20261111-1652. Resolved 16:53 MDT.
Forecast deviation16:54FORECAST_DEVIATIONplan_writtenWrote public plan iris-20261111-1654. Resolved 16:56 MDT.

🌅 Morning Cycle (12:18 AM) — iris-20261111-0016

Status

validated

Outcome score

6/10

Changed parameters

band_track_fraction, cold_vent_guard_delta_f, cool_exit_hysteresis_f, cool_stage2_exit_hysteresis_f, cool_stage2_over_high_f, direct_wet_stress_min_dew_margin_f, direct_wet_stress_vpd_margin_kpa, dwell_gate_ms ...

Reflection

Validating previous cycle: iris-20261110-1652

Previous hypothesis: Observed cloud cover 99.17% vs 1.0% forecast is a recurring local cloud/forecast miss (prior similar dusk misses); fresh indoor readings and smooth cooling show no cloud-driven equipment fault or confirmed regime change. De-weight uncalibrated cloud/solar timing. Apply only lead-matched corrections: outdoor temperature forecast is about 2.1F low near-term, while VPD forecast bias is small near-term and modestly high at 6-48h. Keep a frost-safe, low-wet overnight posture with dew protection, then reopen modest live-band-edge moisture support during the next dry ramp. The active 16:48 plan has only a few minutes of exposure and is not evaluable; latest completed plan 1307 was already reviewed with weak, short-window attribution. No physical crop or resource benefit is claimed. Result: Scoped to iris-20261111-0016’s completed window only (0.269 d / about 6.46 h ending 06:46 MDT), not the full calendar day. Window scorecard: planner_score 73.5, contract-2 binary temp/VPD 98.0%/74.4%, nominal cold 0.09 h, VPD-low 1.14 h, VPD-high 0 h, dew-risk 0 h. Frost/cold exposure and dew safety stayed within the overnight intent, but VPD-low persisted. The planned daytime dry-ramp recovery was outside this plan’s governed interval, so it is untested. Cost/resource terms and physical crop outcomes unavailable; target consumption/coverage unverified. No causal effect or durable lesson established. Score: 6/10

Hypothesis

Expected outcome: Keep overnight dew-risk near zero and limit added VPD-low exposure while the house is cold; retain band-edge assist at +0.05 kPa with all-zone escalation at +0.25 during the measured daytime dry ramp.

Setpoints

Wednesday November 11

Primary crop-band changes:

TimeValuesNote
00:16hyst 0.2565House VPD is below high edge; minimize overnight wetting and
04:45hyst 0.2615Pre-dawn low near 35F; retain heat-first posture, no forecas
07:30hyst 0.2465Sunrise ramp: keep moisture tied to live high-edge demand as
10:30hyst 0.2415Early-day handoff: allow measured-edge wet assist through dr

Tactical tunable changes:

TimeValuesNote
00:16s2 1.7850000000000001; cool_exit 2.14; all_fans 0; dw_stress 0; engage 0.9500000000000001; all 1.2; pulse 30; gap 56.25; wt 1.3666666666666667House VPD is below high edge; minimize overnight wetting and
04:45s2 1.7850000000000001; cool_exit 2.23; all_fans 0; dw_stress 0; engage 0.9500000000000001; all 1.2; pulse 30; gap 56.25; wt 1.3666666666666667Pre-dawn low near 35F; retain heat-first posture, no forecas
07:30s2 1.6875; cool_exit 1.96; all_fans 0; dw_stress 0; engage 0.9500000000000001; all 1.15; pulse 30; gap 45; wt 1.5333333333333332Sunrise ramp: keep moisture tied to live high-edge demand as
10:30s2 1.695; cool_exit 1.87; all_fans 0; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 37.5; gap 33.75; wt 1.7000000000000002Early-day handoff: allow measured-edge wet assist through dr

Changed secondary parameters:

TimeParameterChange
00:16band_track_fractioninitial 0
00:16cold_vent_guard_delta_finitial 12
00:16cool_stage2_exit_hysteresis_finitial 1
00:16direct_wet_stress_min_dew_margin_finitial 10
00:16direct_wet_stress_vpd_margin_kpainitial 0.05
00:16dwell_gate_msinitial 300000
00:16enthalpy_closeinitial 1
00:16enthalpy_openinitial -2
00:16fog_escalation_kpainitial 0.4
00:16heat_hysteresisinitial 1
00:16min_fog_off_sinitial 96
00:16min_fog_on_sinitial 50.25
00:16mist_backoff_sinitial 600
00:16mist_max_closed_vent_sinitial 600
00:16mist_thermal_relief_sinitial 90
00:16mister_all_delay_sinitial 102
00:16mister_engage_delay_sinitial 51
00:16mister_water_budget_galinitial 120
00:16night_vpd_bias_kpainitial 0
00:16outdoor_staleness_max_sinitial 600
00:16sw_dwell_gate_enabledinitial 1
00:16sw_fog_closes_ventinitial 1
00:16sw_mister_closes_ventinitial 0
00:16sw_summer_vent_enabledinitial 1
00:16temp_hysteresisinitial 2.14
00:16vent_exchange_fractioninitial 0.3
00:16vent_prefer_dp_delta_finitial 4
00:16vent_prefer_temp_delta_finitial 8
00:16vpd_watch_dwell_sinitial 75
04:45dwell_gate_ms300000 → 315000
04:45mister_all_delay_s102 → 106.5
04:45mister_engage_delay_s51 → 53.25
04:45temp_hysteresis2.14 → 2.23
04:45vpd_watch_dwell_s75 → 78.75
07:30cold_vent_guard_delta_f12 → 10
07:30direct_wet_stress_min_dew_margin_f10 → 8
07:30dwell_gate_ms315000 → 270000
07:30fog_escalation_kpa0.4 → 0.25
07:30min_fog_off_s96 → 78
07:30min_fog_on_s50.25 → 57
07:30mister_all_delay_s106.5 → 93
07:30mister_engage_delay_s53.25 → 46.5
07:30temp_hysteresis2.23 → 1.96
07:30vent_prefer_temp_delta_f8 → 6
07:30vpd_watch_dwell_s78.75 → 67.5
10:30dwell_gate_ms270000 → 255000
10:30fog_escalation_kpa0.25 → 0.2
10:30min_fog_off_s78 → 60
10:30min_fog_on_s57 → 63.75
10:30mister_all_delay_s93 → 88.5
10:30mister_engage_delay_s46.5 → 44.25
10:30temp_hysteresis1.96 → 1.87
10:30vent_prefer_dp_delta_f4 → 3
10:30vpd_watch_dwell_s67.5 → 63.75

🌅 Morning Cycle (6:46 AM) — iris-20261111-0643

Status

validated

Outcome score

5/10

Changed parameters

band_track_fraction, cold_vent_guard_delta_f, cool_exit_hysteresis_f, cool_stage2_exit_hysteresis_f, cool_stage2_over_high_f, direct_wet_stress_min_dew_margin_f, direct_wet_stress_vpd_margin_kpa, dwell_gate_ms ...

Reflection

Validating previous cycle: iris-20261110-1652

Result: Sunset supersedes this plan at 16:48 MDT, so evaluation is restricted to its elapsed governed window (0.418 d / about 10.0 h); the scheduled 19:00 waypoint was not tested. Window scorecard: contract-2 planner_score 73.5, binary temp/VPD 98.0%/74.4%, nominal cold 0.14 h, VPD-high 0.00 h, VPD-low 1.78 h, dew-risk 0.00 h. The planned high-cold window had little cold stress, and the VPD-high forecast window did not yield binary VPD-high stress, but VPD-low remained the main observed miss. The expected <1 h cold, <1 h VPD-high, and zero dew-risk bounds were met in this partial interval; the VPD-low comparison to yesterday’s full-day 8.58 h is not duration-matched. Observed outdoor temp peak 66.6 F, indoor-proxy RH minimum 38%, solar peak 702 W/m2 differed from predicted 64 F/17%/490. Guardrail audit shows two guarded events, three mismatches, two missed writes, and most actions matched/already-at-value; this weakens causal attribution. Cost/resource fields unavailable; physical crop outcomes and consumed-target proof unavailable. Partial success, not proof the moisture changes caused the result. Score: 5/10

Hypothesis

Testing: Test dawn-to-dry-ramp moisture staging: avoid excess wetting while VPD is below/near band, then retain bounded band-edge recovery through the afternoon and early evening. Expected outcome: Keep dew-risk at 0h and cold stress below 1h; reduce VPD-low stress below yesterday’s 8.58 nominal h while limiting VPD-high to under 1h, without claiming crop or cost benefit.

Conditions

Outdoor peak

64.0°F

RH minimum

17.0%

Solar peak

490.0 W/m²

Cloud average

20.0%

Outdoor forecast high 64F, low 33F; near-term temp forecasts run about 2.3F low. House 65.2F/0.93kPa, dew margin 16.1F. Dry ramp 10:00-16:00 (17-26% RH, VPD peak 1.70), then cold evening. Nov 10 score 76.8; VPD-low 8.58 nominal h dominated, temp/VPD binary 96.9/63.8%, cost unavailable. Prior plan 1652 self-grade 5 vs anchor 2: 161/192 VPD-high guardrail events were held, weakening attribution.

Expected stress windows

coldhigh · 2026-11-11T06:43:00-07:00 to 2026-11-11T08:30:00-07:00

Heat-first through frost; no unnecessary wetting/exchange, keep 10F dew floor.

vpd_highmedium · 2026-11-11T10:30:00-07:00 to 2026-11-11T16:00:00-07:00

Band-coupled mist at +0.05/+0.25; moderate duty, fog only on persistent excess.

Parameter rationale

fog_escalation_kpa0.4 → 0.25; Current house VPD 0.93 vs 0.90 high edge; forecast RH 17% and VPD 1.70 afternoon, while yesterday VPD-low dominated.

Keep moderate fog available only for persistent measured excess with safety gates intact; avoid aggressive dawn wetting.

mister_engage_kpa0.95 → 0.95; House is 0.03kPa above high after 8.58 nominal VPD-low hours yesterday; forecast dry ramp starts around 10:00.

Retain the +0.05kPa band edge rather than wetting from outdoor VPD alone; judge taper by measured recovery.

Setpoints

Wednesday November 11

Primary crop-band changes:

TimeValuesNote
06:43hyst 0.1865Dawn frost: heat-first; preserve live band-edge recovery but
09:30hyst 0.1865Stage modest assist for the measured late-morning VPD rise,
13:00hyst 0.1865Peak dry ramp: prioritize VPD edge recovery with bounded mis
16:00hyst 0.1865Dry-air decline: keep edge assist only while measured VPD re
19:00hyst 0.1865Cold evening: taper dose; retain limited live-edge mist unti

Tactical tunable changes:

TimeValuesNote
06:43s2 1.6900000000000002; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 37.5; wt 1.7Dawn frost: heat-first; preserve live band-edge recovery but
09:30s2 1.6462500000000002; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 37.5; wt 1.7Stage modest assist for the measured late-morning VPD rise,
13:00s2 1.5875000000000001; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 33.75; wt 1.7Peak dry ramp: prioritize VPD edge recovery with bounded mis
16:00s2 1.705; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 41.25; wt 1.7Dry-air decline: keep edge assist only while measured VPD re
19:00s2 1.705; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 41.25; wt 1.7Cold evening: taper dose; retain limited live-edge mist unti

Changed secondary parameters:

TimeParameterChange
06:43band_track_fractioninitial 0
06:43cold_vent_guard_delta_finitial 12
06:43cool_stage2_exit_hysteresis_finitial 1
06:43direct_wet_stress_min_dew_margin_finitial 10
06:43direct_wet_stress_vpd_margin_kpainitial 0.05
06:43dwell_gate_msinitial 210000
06:43enthalpy_closeinitial 1
06:43enthalpy_openinitial -2
06:43fog_escalation_kpainitial 0.25
06:43heat_hysteresisinitial 1
06:43min_fog_off_sinitial 66
06:43min_fog_on_sinitial 61.5
06:43mist_backoff_sinitial 600
06:43mist_max_closed_vent_sinitial 600
06:43mist_thermal_relief_sinitial 90
06:43mister_all_delay_sinitial 75
06:43mister_engage_delay_sinitial 37.5
06:43mister_water_budget_galinitial 120
06:43night_vpd_bias_kpainitial 0
06:43outdoor_staleness_max_sinitial 600
06:43sw_dwell_gate_enabledinitial 1
06:43sw_fog_closes_ventinitial 1
06:43sw_mister_closes_ventinitial 0
06:43sw_summer_vent_enabledinitial 1
06:43temp_hysteresisinitial 1.6
06:43vent_exchange_fractioninitial 0.3
06:43vent_prefer_dp_delta_finitial 6
06:43vent_prefer_temp_delta_finitial 8
06:43vpd_watch_dwell_sinitial 52.5
13:00min_fog_off_s66 → 60
13:00min_fog_on_s61.5 → 63.75
16:00min_fog_off_s60 → 72
16:00min_fog_on_s63.75 → 59.25
19:00cold_vent_guard_delta_f12 → 14
19:00vent_prefer_dp_delta_f6 → 8
19:00vent_prefer_temp_delta_f8 → 10

🌆 Evening Cycle (4:53 PM) — iris-20261111-1652

Status

Daily Summary So Far

Outcome score

not validated yet

Changed parameters

band_track_fraction, cold_vent_guard_delta_f, cool_exit_hysteresis_f, cool_stage2_exit_hysteresis_f, cool_stage2_over_high_f, direct_wet_stress_min_dew_margin_f, direct_wet_stress_vpd_margin_kpa, dwell_gate_ms ...

Reflection

Daily Summary So Far — this cycle will be validated at the next planning cycle.

Hypothesis

Testing: Frost-night low-wet staging with a measured-VPD recovery bridge; avoid forecast-only wetting. Expected outcome: From plan start through 09:30 MDT: keep dew-risk at 0 h, cold stress below 1 h and VPD-low below 2 h; preserve measured-edge wet assist through recovery. Costs remain unscored.

Conditions

Outdoor peak

64.0°F

RH minimum

24.0%

Solar peak

497.0 W/m²

Cloud average

0.0%

Current house 74.1F/0.93 kPa with 11F dew margin; VPD-low dominated today’s partial scorecard (4.25 nominal h). Overnight forecast low 39F, then a modest clear dry ramp. Today score 73.5 vs 7d 76.4; resource costs unavailable. Evaluated windows: iris-20261111-0643 scored 5/anchor 4 and iris-20261111-0016 6/4; guardrail holds and short windows limit attribution.

Expected stress windows

vpd_lowmedium · 2026-11-11T20:00:00-07:00 to 2026-11-12T08:30:00-07:00

Avoid unnecessary wetting; keep band-edge assist available while dew margin remains safe.

coldmedium · 2026-11-11T22:00:00-07:00 to 2026-11-12T07:00:00-07:00

Forecast low 39F; use stable heat-first posture and conservative outdoor exchange.

Parameter rationale

mister_water_budget_gal120.0 → 120.0; VPD-low was today's dominant stress, current VPD is near the 0.90 kPa high edge, and overnight outdoor VPD falls toward 0.49 kPa.

Keep the existing daily mist ceiling while retaining measured-edge assist; do not expand water use or suppress recovery solely from forecast.

Setpoints

Wednesday November 11

Primary crop-band changes:

TimeValuesNote
16:52hyst 0.17625000000000002evening_settle: retain measured-edge wet assist; protect the

Tactical tunable changes:

TimeValuesNote
16:52s2 1.6375; cool_exit 1.6; all_fans 0; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 33.75; wt 1.7evening_settle: retain measured-edge wet assist; protect the

Thursday November 12

Primary crop-band changes:

TimeValuesNote
00:00hyst 0.17625000000000002midnight_posture: cold forecast; limit wet duty and outdoor
04:30hyst 0.17625000000000002pre_dawn: keep edge assist for the dry ramp and hold a 10F d

Tactical tunable changes:

TimeValuesNote
00:00s2 1.6675; cool_exit 1.6; all_fans 0; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 41.25; wt 1.7midnight_posture: cold forecast; limit wet duty and outdoor
04:30s2 1.6675; cool_exit 1.6; all_fans 0; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 41.25; wt 1.7pre_dawn: keep edge assist for the dry ramp and hold a 10F d

Changed secondary parameters:

TimeParameterChange
16:52band_track_fractioninitial 0
16:52cold_vent_guard_delta_finitial 10
16:52cool_stage2_exit_hysteresis_finitial 1
16:52direct_wet_stress_min_dew_margin_finitial 10
16:52direct_wet_stress_vpd_margin_kpainitial 0.05
16:52dwell_gate_msinitial 210000
16:52enthalpy_closeinitial 1
16:52enthalpy_openinitial -2
16:52fog_escalation_kpainitial 0.2
16:52heat_hysteresisinitial 1
16:52min_fog_off_sinitial 60
16:52min_fog_on_sinitial 63.75
16:52mist_backoff_sinitial 600
16:52mist_max_closed_vent_sinitial 600
16:52mist_thermal_relief_sinitial 90
16:52mister_all_delay_sinitial 75
16:52mister_engage_delay_sinitial 37.5
16:52mister_water_budget_galinitial 120
16:52night_vpd_bias_kpainitial 0
16:52outdoor_staleness_max_sinitial 600
16:52sw_dwell_gate_enabledinitial 1
16:52sw_fog_closes_ventinitial 1
16:52sw_mister_closes_ventinitial 0
16:52sw_summer_vent_enabledinitial 1
16:52temp_hysteresisinitial 1.6
16:52vent_exchange_fractioninitial 0.3
16:52vent_prefer_dp_delta_finitial 6
16:52vent_prefer_temp_delta_finitial 6
16:52vpd_watch_dwell_sinitial 52.5
00:00cold_vent_guard_delta_f10 → 14
00:00min_fog_off_s60 → 72
00:00min_fog_on_s63.75 → 59.25
00:00vent_prefer_temp_delta_f6 → 10
04:30cold_vent_guard_delta_f14 → 12
04:30vent_prefer_temp_delta_f10 → 8

🌆 Evening Cycle (4:56 PM) — iris-20261111-1654

Status

Daily Summary So Far

Outcome score

not validated yet

Changed parameters

band_track_fraction, cold_vent_guard_delta_f, cool_exit_hysteresis_f, cool_stage2_exit_hysteresis_f, cool_stage2_over_high_f, direct_wet_stress_min_dew_margin_f, direct_wet_stress_vpd_margin_kpa, dwell_gate_ms ...

Reflection

Daily Summary So Far — this cycle will be validated at the next planning cycle.

Hypothesis

Expected outcome: Preserve frost-safe operation and a 10–12°F dew-margin floor; taper wet assist when live VPD is below band, reopen it near the high edge during forecast dry ramps, and make no causal crop or resource claim without completed-window evidence.

Setpoints

Wednesday November 11

Primary crop-band changes:

TimeValuesNote
16:53hyst 0.177Cloud mismatch is post-sunset; preserve safe edge assist for
20:00hyst 0.177Taper wetting overnight as VPD falls; keep frost-safe heat-f

Tactical tunable changes:

TimeValuesNote
16:53s2 1.6175000000000002; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 41.25; wt 1.7Cloud mismatch is post-sunset; preserve safe edge assist for
20:00s2 1.6525; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 41.25; wt 1.7Taper wetting overnight as VPD falls; keep frost-safe heat-f

Thursday November 12

Primary crop-band changes:

TimeValuesNote
07:00hyst 0.177Cold dawn and low outdoor VPD favor a guarded, measured reco
10:00hyst 0.177Clear dry ramp forecast; reopen band-coupled assist while li
18:00hyst 0.177Taper after the dry ramp; avoid wet carryover into the coole

Tactical tunable changes:

TimeValuesNote
07:00s2 1.6525; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 41.25; wt 1.7Cold dawn and low outdoor VPD favor a guarded, measured reco
10:00s2 1.5350000000000001; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 33.75; wt 1.7Clear dry ramp forecast; reopen band-coupled assist while li
18:00s2 1.6525; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 41.25; wt 1.7Taper after the dry ramp; avoid wet carryover into the coole

Friday November 13

Primary crop-band changes:

TimeValuesNote
10:00hyst 0.177Reopen edge assist for forecast daytime VPD rise after the c
18:00hyst 0.177Taper for another cold, very low-VPD night; retain safety an

Tactical tunable changes:

TimeValuesNote
10:00s2 1.58; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 37.5; wt 1.7Reopen edge assist for forecast daytime VPD rise after the c
18:00s2 1.6300000000000001; cool_exit 1.6; all_fans 1; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 41.25; wt 1.7Taper for another cold, very low-VPD night; retain safety an

Saturday November 14

Primary crop-band changes:

TimeValuesNote
09:00hyst 0.177Reopen moderate measured-edge assist for Saturday's forecast

Tactical tunable changes:

TimeValuesNote
09:00s2 1.835; cool_exit 1.6; all_fans 0; dw_stress 1; engage 0.9500000000000001; all 1.15; pulse 33.75; gap 41.25; wt 1.7Reopen moderate measured-edge assist for Saturday's forecast

Changed secondary parameters:

TimeParameterChange
16:53band_track_fractioninitial 0
16:53cold_vent_guard_delta_finitial 12
16:53cool_stage2_exit_hysteresis_finitial 1
16:53direct_wet_stress_min_dew_margin_finitial 10
16:53direct_wet_stress_vpd_margin_kpainitial 0.05
16:53dwell_gate_msinitial 210000
16:53enthalpy_closeinitial 1
16:53enthalpy_openinitial -2
16:53fog_escalation_kpainitial 0.2
16:53heat_hysteresisinitial 1
16:53min_fog_off_sinitial 72
16:53min_fog_on_sinitial 59.25
16:53mist_backoff_sinitial 600
16:53mist_max_closed_vent_sinitial 600
16:53mist_thermal_relief_sinitial 90
16:53mister_all_delay_sinitial 75
16:53mister_engage_delay_sinitial 37.5
16:53mister_water_budget_galinitial 120
16:53night_vpd_bias_kpainitial 0
16:53outdoor_staleness_max_sinitial 600
16:53sw_dwell_gate_enabledinitial 1
16:53sw_fog_closes_ventinitial 1
16:53sw_mister_closes_ventinitial 0
16:53sw_summer_vent_enabledinitial 1
16:53temp_hysteresisinitial 1.6
16:53vent_exchange_fractioninitial 0.3
16:53vent_prefer_dp_delta_finitial 6
16:53vent_prefer_temp_delta_finitial 8
16:53vpd_watch_dwell_sinitial 52.5
20:00direct_wet_stress_min_dew_margin_f10 → 12
10:00direct_wet_stress_min_dew_margin_f12 → 10
10:00min_fog_off_s72 → 60
10:00min_fog_on_s59.25 → 63.75
18:00direct_wet_stress_min_dew_margin_f10 → 12
18:00min_fog_off_s60 → 72
18:00min_fog_on_s63.75 → 59.25
10:00direct_wet_stress_min_dew_margin_f12 → 10
10:00min_fog_off_s72 → 66
10:00min_fog_on_s59.25 → 61.5
18:00direct_wet_stress_min_dew_margin_f10 → 12
18:00min_fog_off_s66 → 72
18:00min_fog_on_s61.5 → 59.25

Daily Summary So Far

Climate

Temperature

59.1–84.1°F; avg 68.6°F

VPD

0.44–1.38 kPa; avg 0.88 kPa

Relative humidity

50.5–81.6%

Interior Light Evidence

  • Crop DLI: unavailable
  • Reason: source_day_incomplete
  • Provenance: par_quantum_sensor_canopy
  • Validity: dli-validity-v2-par; 2026-11-08T07:57:55.927971+00:00 → open
  • Qualified-light minutes and photoperiod remain independent of unavailable DLI.

Stress Hours

  • Heat stress (>85°F): 0.0h
  • VPD stress (>2.0 kPa): 0.0h
  • Cold stress (<55°F): 0.3h

Economics

Electric

Not available

Gas

Not available

Water

Not available

Total

Not available

Equipment Runtimes

EquipmentRuntimeReading
Fan 112 minPrimary exhaust runtime.
Fan 210 minSecondary exhaust runtime.
Vent22 minIntake vent runtime.
Fog5 minFogger runtime.
Heat 1 electric1180 minElectric heater runtime.
Heat 2 gas182 minGas heater runtime.
Grow lights1102 minSupplemental lighting runtime.
Mister south0.00hSouth mister runtime.
Mister west0.00hWest mister runtime.
Mister center0.00hCenter mister runtime.

Crop Health (Gemini Vision)

CropZoneHealthObservationsNote
Vanda Orchidscenter83%4Observation notes are collapsed below to avoid publishing partial vision snippets.
Vision observation notes
Vanda OrchidsGemini Vision notes

Plants appear healthy with active root growth visible in hanging baskets; no signs of stress or damage. || Plants appear healthy with good root development; no visible signs of stress or disease. || Plants appear healthy with lush green foliage and visible root systems. No signs of stress or damage. || Plants appear healthy with robust root systems visible in hanging baskets. No signs of stress or disease.

Hourly Pattern

HourTemperatureVPDRH
10:0072.9°F0.97 kPa65.0%
11:0076.6°F1.17 kPa62.7%
12:0077.8°F1.25 kPa61.6%
13:0077.6°F1.25 kPa61.3%
14:0076.7°F1.17 kPa62.6%
15:0075.1°F1.08 kPa63.7%
16:0074.0°F1.02 kPa64.4%
17:0072.2°F0.94 kPa65.0%
18:0069.6°F1.07 kPa56.3%
19:0068.9°F0.87 kPa64.0%
20:0066.2°F0.79 kPa64.3%
21:0065.0°F0.83 kPa60.8%
22:0062.5°F0.66 kPa66.0%
23:0061.2°F0.58 kPa68.6%
00:0060.7°F0.58 kPa68.0%
01:0060.1°F0.68 kPa62.0%
02:0060.5°F0.73 kPa59.5%
03:0061.4°F0.81 kPa56.5%
04:0061.5°F0.80 kPa56.9%
05:0062.3°F0.80 kPa58.6%
06:0064.2°F0.86 kPa58.1%
07:0066.5°F0.61 kPa72.7%
08:0067.7°F0.76 kPa67.4%
09:0070.7°F0.89 kPa65.3%

7-Day Stress Context

DateHeatVPD highCold
2026-11-050.0h0.7h1.4h
2026-11-060.0h0.0h0.6h
2026-11-070.0h0.0h0.7h
2026-11-080.0h0.2h0.7h
2026-11-090.0h0.1h0.5h
2026-11-100.0h0.1h0.8h
2026-11-110.0h0.0h0.3h