SAFETY-94: a healthy battery that lags or reverses is not flagged as frozen or refusing
The stale-reading gate counted its 35 s from the register's last change, so after a rest the first read after a new command tripped it (SAFETY-58; live 2026-10-03, four trips 1 s after the command). It now counts only the time the command asked the register to move. At N=1 the refusal engaged after 12 frozen cycles if the reading was under 100 W at that moment, which a battery reversing through its lag passes at a 1 s meter. The refusal now needs the N>1 evidence at every roster size: under 100 W, one way, for 12 cycles spanning 22 s, restarting when the reading moves 50 W towards the ask. DECISIONS/SAFETY-94-lagging-battery.md; test_safety94.py. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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#!/usr/bin/env python3
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"""SAFETY-94: the REAL Controller on a lagging battery whose reading is late.
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python3 tools/safety94_rig.py # prints every scenario's counts
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Each battery ramps at 800 W/s, then follows a first-order lag (`tau`, 10 s
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as on the SAFETY-85 rig). Its reading (register 0x0518) is published every
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10 s, at a different phase per unit, and repeats its value between publishes,
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as the live boards do. B reads 100 W below what it gives (its standby draw:
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-100 W at idle, live 2026-10-03). The meter updates every `tick` s; the add-on
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reads every 1 s and cycles on a new meter value, as `run_control()` does.
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A frozen register stops publishing at `freeze_at`; a refusing battery (`cut`)
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gives 0 W and reads -4 W. Uses only the Controller API release/1.0 02ed120
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has, so the same file runs on the tree before SAFETY-94.
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"""
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import asyncio
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import math
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import os
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import sys
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from datetime import datetime, timedelta, timezone
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sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
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import app.main as m # noqa: E402
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from app.main import Controller # noqa: E402
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BASE = datetime(2026, 10, 3, 10, 50, tzinfo=timezone.utc) # drain from 600 s
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PUBLISH_S = 10.0
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PHASE = {"a": 6.0, "b": 1.6} # live: A publishes at :x6, B at :x1.6
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OFFSET = {"a": 0.0, "b": -100.0} # B's standby draw, live 2026-10-03
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CUT_W = -4.0
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LIVE = {"gain": 0.6, "slew_w": 400, "target_grid_w": -10, "deadband_w": 15,
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"step_w": 10, "heartbeat_s": 10, "stale_input_s": 15,
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"auto_start": True, "meter_entity": "sensor.grid",
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"meter_source": "off"}
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MAINT = {"maintenance_enabled": True, "maintenance_start_hour": 11,
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"maintenance_discharge_w": 2500, "maintenance_hold_min": 30}
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class _Store:
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def __init__(self):
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from app.store import DEFAULTS
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self.data = dict(DEFAULTS)
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def set(self, k, v):
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self.data[k] = v
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def get_time(self, k):
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v = self.data.get(k)
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return datetime.fromisoformat(v) if v else None
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def set_time(self, k, when):
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self.data[k] = when.isoformat() if when else None
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class _Pub:
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enabled = False
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def publish(self, *a, **k):
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pass
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def close(self):
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pass
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class Plant:
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"""The batteries, their registers and the meter, in simulated seconds."""
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def __init__(self, units, load, tau, tick, soc, cut, freeze_at,
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publish_s=PUBLISH_S, dither=False):
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self.units, self.load, self.tau, self.tick = units, load, tau, tick
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self.publish_s, self.dither, self.n_pub = publish_s, dither, 0
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self.soc_fn, self.cut, self.freeze_at = soc, cut, freeze_at
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self.cmd = {u: 0.0 for u in units}
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self.ramp = {u: 0.0 for u in units}
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self.real = {u: 0.0 for u in units}
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self.reg = {u: round(OFFSET[u]) for u in units}
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self.grid_v = float(load(0.0))
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self.t = 0.0
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def advance(self, t):
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"""Integrate to `t` in 0.1 s steps; publish and sample on schedule."""
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while self.t < t - 1e-9:
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self.t = round(self.t + 0.1, 6)
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for u in self.units:
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want = 0.0 if self.cut(u, self.t) else self.cmd[u]
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d = want - self.ramp[u]
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self.ramp[u] += math.copysign(min(abs(d), 80.0), d)
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self.real[u] += ((self.ramp[u] - self.real[u])
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* (1 - math.exp(-0.1 / self.tau)))
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frozen = (self.freeze_at is not None
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and self.freeze_at(u) is not None
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and self.t >= self.freeze_at(u))
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ph = (self.t - PHASE[u] % self.publish_s) / self.publish_s
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if not frozen and abs(ph - round(ph)) < 1e-6:
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# `dither`: the +-1 W a settled register shows (live).
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self.n_pub += 1
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jit = (self.n_pub * 7 % 3 - 1) if self.dither else 0
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self.reg[u] = (CUT_W if self.cut(u, self.t)
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else float(round(self.real[u] + OFFSET[u])
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+ jit))
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if abs(self.t / self.tick - round(self.t / self.tick)) < 1e-6:
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self.grid_v = float(round(self.load(self.t)
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- sum(self.real.values())))
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class _Hass:
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def __init__(self, plant):
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self.p = plant
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async def limits(self, e):
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return (-5000.0, 5000.0, 1.0)
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async def call(self, *a):
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return True
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async def number(self, e, invert=False):
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if e == "sensor.grid":
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return self.p.grid_v
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u = e[-1]
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if e.startswith("sensor.soc"):
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return self.p.soc_fn(u, self.p.t)
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if e.startswith("sensor.batt"):
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return self.p.reg[u]
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return None
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async def set_number(self, e, v):
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self.p.cmd[e[-1]] = float(v)
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return True
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def options(n, extra=None):
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o = dict(LIVE)
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if n == 1:
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o.update({"setpoint_entity": "number.sp_a",
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"soc_entity": "sensor.soc_a", "batt_entity": "sensor.batt_a",
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"max_w": 4000, "bms_soc_floor": 10})
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else:
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o["inverters"] = [
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{"name": f"inverter-{u}", "setpoint_entity": f"number.sp_{u}",
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"soc_entity": f"sensor.soc_{u}", "batt_entity": f"sensor.batt_{u}",
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"max_w": 2500, "bms_soc_floor": 10} for u in "ab"[:n]]
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o.update(extra or {})
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return o
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def run(n, load, dur, *, tau=10.0, tick=1.0, soc=None, cut=None,
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freeze_at=None, extra=None, floor_s=15.0, publish_s=PUBLISH_S,
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dither=False):
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"""Returns a dict: per-unit stale trips [(t, unit)], refusals
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[(t, unit or 'site')], rows [(t, grid, {u: cmd}, {u: real}, {u: reg},
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phases)] and the controller."""
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units = tuple("ab"[:n])
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soc = soc or (lambda u, t: 50.0)
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cut = cut or (lambda u, t: False)
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plant = Plant(units, load, tau, tick, soc, cut, freeze_at, publish_s,
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dither)
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async def go():
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c = Controller(options(n, extra), _Hass(plant), _Store(), _Pub(),
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stop=asyncio.Event())
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for i in c.inverters:
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i.dev_min, i.dev_max = -5000.0, 5000.0
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c.auto = True
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real_dt = m.datetime
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clock = [0.0]
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class _DT(real_dt):
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@classmethod
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def now(cls, tz=None):
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return BASE + timedelta(seconds=clock[0])
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m.datetime = _DT
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out = {"stale": [], "refused": [], "rows": [], "c": c}
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was = {i.name: False for i in c.inverters}
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was_ref = {i.name: 0 for i in c.inverters}
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was_site = 0
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last_grid, last_cycle = None, None
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try:
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t = 0.0
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while t < dur:
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plant.advance(t)
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clock[0] = t
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await c.read_inputs(now_mono=t)
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for i in c.inverters:
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if i.batt_fresh.stale and not was[i.name]:
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out["stale"].append((t, i.name))
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was[i.name] = i.batt_fresh.stale
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cycled = (c.grid != last_grid or last_cycle is None
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or t - last_cycle >= floor_s)
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if cycled:
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last_grid, last_cycle = c.grid, t
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await c.cycle()
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# A refusal can start on a read (a gate trip) or in a cycle.
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for i in c.inverters:
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if i.refused and not was_ref[i.name]:
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out["refused"].append((t, i.name))
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was_ref[i.name] = i.refused
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if c.batt_refused and not was_site:
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out["refused"].append((t, "site"))
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was_site = c.batt_refused
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if cycled:
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out["rows"].append((
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t, plant.grid_v, dict(plant.cmd),
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{u: round(v) for u, v in plant.real.items()},
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dict(plant.reg), [mm.phase for mm in c.maints]))
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t += 1.0
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finally:
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m.datetime = real_dt
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return out
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return asyncio.run(go())
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# --- the scenarios ---------------------------------------------------------
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def rest_then(step_at, w):
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"""A house at 0 W (the batteries rest) until `step_at`, then `w`."""
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return lambda t: w if t >= step_at else 0.0
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def reversal(at_s, charge_w, house_w):
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"""Solar surplus (the batteries charge), then a house load from `at_s`."""
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return lambda t: house_w if t >= at_s else charge_w
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def drain_soc(floor_at):
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"""A drains (maintenance) and reaches its floor at `floor_at`; B at 50 %."""
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def soc(u, t):
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if u != "a":
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return 50.0
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return 50.0 if t < floor_at else 10.0
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return soc
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SCENARIOS = {
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# first command after a long rest (the live 17:39 shape)
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"rest_step": dict(load=rest_then(600.0, 2400.0), dur=900.0),
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# maintenance drain starts after a rest (the live 19:00 shape)
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"drain_start": dict(load=lambda t: 300.0, dur=900.0,
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extra=MAINT, soc=drain_soc(1e9)),
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# A's drain ends and its charge starts (the live 21:21 shape)
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"drain_charge": dict(load=lambda t: 300.0, dur=1200.0, extra=MAINT,
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soc=drain_soc(900.0)),
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# a charge reverses into a discharge through the lag (SAFETY-94)
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"reversal": dict(load=reversal(300.0, -2500.0, 800.0), dur=600.0),
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}
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def counts(n, name, **kw):
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sc = dict(SCENARIOS[name], **kw)
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r = run(n, **sc)
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return len(r["stale"]), len(r["refused"]), r
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if __name__ == "__main__":
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for n in (1, 2):
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for name in SCENARIOS:
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for tick in (1.0, 2.0, 5.0):
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for pub, dith in ((10.0, False), (1.0, True)):
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s, f, r = counts(n, name, tick=tick, publish_s=pub,
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dither=dith)
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print(f"N={n} {name:13s} tick {tick:.0f} s publish "
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f"{pub:2.0f} s{' dither' if dith else ' '}: "
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f"stale {s} {r['stale'][:2]}, refusals {f} "
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f"{r['refused'][:2]}")
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