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3405 lines (2956 loc) · 181 KB
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# -----------------------------------------------------------------------------
# Predbat Home Battery System
# Copyright Trefor Southwell 2026 - All Rights Reserved
# This application maybe used for personal use only and not for commercial use
# -----------------------------------------------------------------------------
# fmt off
# pylint: disable=consider-using-f-string
# pylint: disable=line-too-long
# pylint: disable=attribute-defined-outside-init
"""Base inverter abstraction layer.
Provides the unified Inverter class that abstracts control of different
inverter brands (GivEnergy, Fox ESS, Solis, SolaX, etc.) behind a common
interface. Handles charge/discharge rate control, window programming,
target SoC setting, and reserve management via both REST API and Home
Assistant entity writes with polling validation.
"""
import os
import time
import pytz
import requests
from datetime import datetime, timedelta
from config import INVERTER_DEF, SOLAX_SOLIS_MODES_NEW, SOLAX_SOLIS_MODES
from const import MINUTE_WATT, TIME_FORMAT, TIME_FORMAT_OCTOPUS, INVERTER_TEST, TIME_FORMAT_SECONDS, INVERTER_MAX_RETRY, INVERTER_MAX_RETRY_REST, INVERTER_REST_TIMEOUT
from utils import calc_percent_limit, compute_window_minutes, dp0, dp1, dp2, dp3, dp4, time_string_to_stamp, minute_data, minute_data_state, window2minutes
TIME_FORMAT_HMS = "%H:%M:%S"
class Inverter:
"""Unified inverter control abstraction for multiple brands.
Provides a common interface for controlling GivEnergy, Fox ESS, Solis,
SolaX, and other inverter brands. Handles charge/discharge rate control,
window programming, target SoC setting, and reserve management via both
REST API and Home Assistant entity writes with polling validation.
"""
def self_test(self, minutes_now):
self.base.log(f"======= INVERTER CONTROL SELF TEST START - REST={self.rest_api} ========")
self.adjust_battery_target(99, False)
self.adjust_battery_target(100, False)
self.adjust_charge_rate(215)
self.adjust_charge_rate(self.battery_rate_max_charge)
self.adjust_discharge_rate(220)
self.adjust_discharge_rate(self.battery_rate_max_discharge)
self.adjust_reserve(100)
self.adjust_reserve(6)
self.adjust_reserve(4)
self.adjust_pause_mode(pause_charge=True)
self.adjust_pause_mode(pause_discharge=True)
self.adjust_pause_mode(pause_charge=True, pause_discharge=True)
self.adjust_pause_mode()
self.disable_charge_window()
timea = time_string_to_stamp("23:00:00")
timeb = time_string_to_stamp("23:01:00")
timec = time_string_to_stamp("05:00:00")
timed = time_string_to_stamp("05:01:00")
self.adjust_charge_window(timeb, timed, minutes_now)
self.adjust_charge_window(timea, timec, minutes_now)
self.adjust_force_export(False, timec, timed)
self.adjust_force_export(True, timea, timeb)
self.adjust_force_export(False)
self.base.log("======= INVERTER CONTROL SELF TEST END ========")
if self.rest_api:
self.rest_api = None
self.rest_data = None
self.self_test(minutes_now)
exit
def sleep(self, seconds):
"""
Sleep for x seconds
"""
time.sleep(seconds)
def auto_restart(self, reason):
"""
Attempt to restart the services required
"""
if self.base.restart_active:
self.base.log("Warn: Inverter control auto restart already active, waiting...")
return
# Trigger restart
restart_command = self.base.get_arg("auto_restart", [])
self.base.log("Warn: Inverter control auto restart trigger: {} command {}".format(reason, restart_command))
if restart_command:
self.base.restart_active = True
if isinstance(restart_command, dict):
restart_command = [restart_command]
for command in restart_command:
shell = command.get("shell", None)
service = command.get("service", None)
addon = command.get("addon", None)
if addon:
addon = self.base.resolve_arg(service, addon, indirect=False)
entity_id = command.get("entity_id", None)
if entity_id:
entity_id = self.base.resolve_arg(service, entity_id, indirect=False)
if shell:
self.log("Warn: Calling restart shell command: {}".format(shell))
os.system(shell)
if service:
if addon:
self.log("Warn: Calling restart service {} with addon {}".format(service, addon))
self.base.call_service_wrapper(service, addon=addon)
elif entity_id:
self.log("Warn: Calling restart service {} with entity_id {}".format(service, entity_id))
self.base.call_service_wrapper(service, entity_id=entity_id)
else:
self.log("Warn: Calling restart service {}".format(service))
self.base.call_service_wrapper(service)
if self.base.get_arg("set_system_notify"):
self.base.call_notify("Auto-restart service {} called due to: {}".format(service, reason))
self.sleep(15)
raise Exception("Auto-restart triggered")
else:
self.log("Info: auto_restart not defined in apps.yaml, Predbat can't auto-restart inverter control")
def create_missing_arg(self, arg, default):
"""
Create a missing inverter argument which will be assigned to a dummy entity
"""
if (arg not in self.base.args) or (not isinstance(self.base.args[arg], list)):
self.base.args[arg] = [default, default, default, default]
def __init__(self, base, id=0, quiet=False, rest_postCommand=None, rest_getData=None):
"""
Inverter class
"""
self.id = id
self.base = base
self.log = self.base.log
self.charge_enable_time = False
self.charge_start_time_minutes = self.base.forecast_minutes
self.charge_start_end_minutes = self.base.forecast_minutes
self.charge_window = []
self.export_window = []
self.export_limits = []
self.current_charge_limit = 0.0
self.soc_kw = 0
self.soc_percent = 0
self.soc_max = None
self.nominal_capacity = None
self.rest_data = None
self.inverter_limit = 7500.0 / MINUTE_WATT
self.export_limit = 99999.0 / MINUTE_WATT
self.inverter_time = None
self.reserve_percent = self.base.get_arg("battery_min_soc", default=4.0, index=self.id, required_unit="%")
self.reserve_percent_current = self.base.get_arg("battery_min_soc", default=4.0, index=self.id, required_unit="%")
self.battery_scaling = self.base.get_arg("battery_scaling", default=1.0, index=self.id)
self.battery_scaling_config = self.battery_scaling
self.reserve_max = 100
self.battery_rate_max_raw = 2600.0
self.battery_rate_max_charge = 2600.0 / MINUTE_WATT
self.battery_rate_max_charge_dc = 2600.0 / MINUTE_WATT
self.battery_rate_max_discharge = 2600.0 / MINUTE_WATT
self.battery_rate_max_export = 2600.0 / MINUTE_WATT
self.battery_temperature = 20
self.battery_power = 0
self.battery_voltage = 52.0
self.pv_power = 0
self.load_power = 0
self.rest_api = None
self.in_calibration = False
self.firmware_version = "Unknown"
self.givtcp_version = "n/a"
self.rest_v3 = False
self.serial_number = "Unknown"
self.count_register_writes = 0
self.created_attributes = {}
self.track_charge_start = "00:00:00"
self.track_charge_end = "00:00:00"
self.track_discharge_start = "00:00:00"
self.track_discharge_end = "00:00:00"
self.idle_start_minutes = 0
self.idle_end_minutes = 0
if rest_postCommand:
self.rest_postCommand = rest_postCommand
if rest_getData:
self.rest_getData = rest_getData
self.inverter_type = self.base.get_arg("inverter_type", "GE", indirect=False, index=self.id)
# Read user defined inverter type
if "inverter" in self.base.args:
if self.inverter_type not in INVERTER_DEF:
INVERTER_DEF[self.inverter_type] = INVERTER_DEF["GE"].copy()
inverter_def = self.base.args["inverter"]
if isinstance(inverter_def, list):
inverter_def = inverter_def[self.id]
if isinstance(inverter_def, dict):
for key in inverter_def:
INVERTER_DEF[self.inverter_type][key] = inverter_def[key]
else:
self.log("Warn: Inverter {}: inverter definition is not a dictionary".format(self.id))
if self.inverter_type in INVERTER_DEF:
self.log(f"Inverter {self.id}: Type {self.inverter_type} {INVERTER_DEF[self.inverter_type]['name']}")
else:
raise ValueError("Inverter type {} not defined".format(self.inverter_type))
if self.inverter_type != "GE":
self.log("Note: Inverter {}: Using inverter type {} - not all features are available on all Inverter types".format(self.id, self.inverter_type))
# Load inverter brand definitions
self.reserve_max = self.base.get_arg("inverter_reserve_max", 100)
self.inv_has_rest_api = INVERTER_DEF[self.inverter_type]["has_rest_api"]
self.inv_has_mqtt_api = INVERTER_DEF[self.inverter_type]["has_mqtt_api"]
self.inv_mqtt_topic = self.base.get_arg("mqtt_topic", "Sofar2mqtt")
self.inv_output_charge_control = INVERTER_DEF[self.inverter_type]["output_charge_control"]
self.inv_charge_control_immediate = INVERTER_DEF[self.inverter_type]["charge_control_immediate"]
self.inv_current_dp = INVERTER_DEF[self.inverter_type].get("current_dp", 1)
self.inv_has_charge_enable_time = INVERTER_DEF[self.inverter_type]["has_charge_enable_time"]
self.inv_has_discharge_enable_time = INVERTER_DEF[self.inverter_type]["has_discharge_enable_time"]
self.inv_has_target_soc = INVERTER_DEF[self.inverter_type]["has_target_soc"]
self.inv_has_reserve_soc = INVERTER_DEF[self.inverter_type]["has_reserve_soc"]
self.inv_has_timed_pause = INVERTER_DEF[self.inverter_type]["has_timed_pause"]
self.inv_charge_time_format = INVERTER_DEF[self.inverter_type]["charge_time_format"]
self.inv_charge_time_entity_is_option = INVERTER_DEF[self.inverter_type]["charge_time_entity_is_option"]
self.inv_clock_time_format = INVERTER_DEF[self.inverter_type]["clock_time_format"]
self.inv_soc_units = INVERTER_DEF[self.inverter_type]["soc_units"]
self.inv_time_button_press = INVERTER_DEF[self.inverter_type]["time_button_press"]
self.inv_support_charge_freeze = INVERTER_DEF[self.inverter_type]["support_charge_freeze"]
self.inv_support_discharge_freeze = INVERTER_DEF[self.inverter_type]["support_discharge_freeze"]
self.inv_has_ge_inverter_mode = INVERTER_DEF[self.inverter_type]["has_ge_inverter_mode"]
self.inv_has_ge_eco_toggle = INVERTER_DEF[self.inverter_type].get("has_ge_eco_toggle", False)
self.inv_num_load_entities = INVERTER_DEF[self.inverter_type]["num_load_entities"]
self.inv_write_and_poll_sleep = INVERTER_DEF[self.inverter_type]["write_and_poll_sleep"]
self.inv_has_idle_time = INVERTER_DEF[self.inverter_type]["has_idle_time"]
self.inv_can_span_midnight = INVERTER_DEF[self.inverter_type]["can_span_midnight"]
self.inv_charge_discharge_with_rate = INVERTER_DEF[self.inverter_type].get("charge_discharge_with_rate", False)
self.inv_target_soc_used_for_discharge = INVERTER_DEF[self.inverter_type].get("target_soc_used_for_discharge", True)
self.inv_has_fox_inverter_mode = INVERTER_DEF[self.inverter_type].get("has_fox_inverter_mode", False)
# If it's not a GE inverter then turn Quiet off
if self.inverter_type != "GE":
quiet = False
# Rest API for GivEnergy
if self.inverter_type == "GE":
self.rest_api = self.base.get_arg("givtcp_rest", None, indirect=False, index=self.id)
if self.rest_api:
if not quiet:
self.base.log("Inverter {} using REST API {}".format(self.id, self.rest_api))
self.rest_data = self.rest_readData()
if not self.rest_data:
self.auto_restart("REST read failure")
else:
self.givtcp_version = self.rest_data.get("Stats", {}).get("GivTCP_Version", "Unknown")
self.firmware_version = self.rest_data.get("raw", {}).get("invertor", {}).get("firmware_version", "Unknown")
self.serial_number = self.rest_data.get("raw", {}).get("invertor", {}).get("serial_number", "Unknown")
if self.givtcp_version.startswith("3"):
self.rest_v3 = True
self.log("Inverter {} GivTCP Version: {}, Firmware: {}, serial {}".format(self.id, self.givtcp_version, self.firmware_version, self.serial_number))
# Timed pause support?
if self.inv_has_timed_pause:
entity_mode = self.base.get_arg("pause_mode", indirect=False, index=self.id)
if entity_mode:
old_pause_mode = self.base.get_state_wrapper(entity_mode)
if old_pause_mode is None:
self.inv_has_timed_pause = False
self.log("Inverter {} does not have timed pause support enabled".format(self.id))
else:
self.log("Inverter {} has timed pause support enabled".format(self.id))
else:
self.inv_has_timed_pause = False
self.log("Inverter {} does not have timed pause support enabled".format(self.id))
# Battery size, charge and discharge rates
ivtime = None
if self.rest_data and ("Battery_Details" in self.rest_data):
average_temp = 0
battery_count = 0
battery_capacity = 0
battery_voltage = 0
for battery in self.rest_data["Battery_Details"]:
battery_details = self.rest_data["Battery_Details"][battery]
if "BMS_Temperature" in battery_details:
average_temp += float(battery_details["BMS_Temperature"])
battery_count += 1
elif "Battery_Temperature" in battery_details:
average_temp += float(battery_details["Battery_Temperature"])
battery_count += 1
else:
for item in battery_details.values():
if type(item) is dict:
if "Battery_Temperature" in item:
average_temp += float(item["Battery_Temperature"])
battery_count += 1
if battery_count > 0:
average_temp /= battery_count
self.battery_temperature = dp2(average_temp)
if self.rest_data and ("Invertor_Details" in self.rest_data):
idetails = self.rest_data["Invertor_Details"]
if "Battery_Capacity_kWh" in idetails:
self.soc_max = float(idetails["Battery_Capacity_kWh"])
self.nominal_capacity = self.soc_max
self.soc_max *= self.battery_scaling
self.soc_max = dp3(self.soc_max)
if self.rest_data and ("raw" in self.rest_data):
raw_data = self.rest_data["raw"]
# for V3 the inverter details is now named after the serial number
if self.serial_number in self.rest_data:
idetails = self.rest_data[self.serial_number]
if "Battery_Capacity_kWh" in idetails:
self.soc_max = float(idetails["Battery_Capacity_kWh"])
self.nominal_capacity = self.soc_max
self.soc_max *= self.battery_scaling
self.soc_max = dp3(self.soc_max)
# Battery capacity nominal
battery_capacity_nominal = raw_data.get("invertor", {}).get("battery_nominal_capacity", None)
if battery_capacity_nominal:
if self.rest_v3:
self.nominal_capacity = float(battery_capacity_nominal)
else:
self.nominal_capacity = float(battery_capacity_nominal) / 19.53125 # XXX: Where does 19.53125 come from? I back calculated but why that number...
if self.base.battery_capacity_nominal:
if abs(self.soc_max - self.nominal_capacity) > 1.0:
# XXX: Weird workaround for battery reporting wrong capacity issue
self.base.log("Warn: REST data reports Battery Capacity kWh as {} but nominal indicates {} - using nominal".format(self.soc_max, self.nominal_capacity))
self.soc_max = self.nominal_capacity * self.battery_scaling
# Rest fails to return battery capacity
if not self.nominal_capacity:
self.log("Warn: REST data does not report Battery Capacity kWh, attempting to use soc_max apps.yaml instead as fallback for nominal capacity")
self.nominal_capacity = self.base.get_arg("soc_max", default=0.0, index=self.id)
self.soc_max = self.nominal_capacity * self.battery_scaling
if self.rest_v3:
# GivTCP v3 indicates battery is being calibrated via [Control][Battery_Calibration]
if ("Control" in self.rest_data) and ("Battery_Calibration" in self.rest_data["Control"]):
soc_force_adjust = self.rest_data["Control"]["Battery_Calibration"]
if soc_force_adjust != "Off":
self.in_calibration = True
else:
# older GivTCP uses soc_force_adjust to indicate battery calibration
soc_force_adjust = raw_data.get("invertor", {}).get("soc_force_adjust", None)
if soc_force_adjust:
try:
soc_force_adjust = int(soc_force_adjust)
except ValueError:
soc_force_adjust = 0
if (soc_force_adjust > 0) and (soc_force_adjust < 7):
self.in_calibration = True
if self.in_calibration:
self.log("Warn: Inverter {} is in calibration mode '{}', Predbat will not function correctly and will be disabled".format(self.id, soc_force_adjust))
# Max battery rate
if "Invertor_Max_Bat_Rate" in idetails:
self.battery_rate_max_raw = idetails["Invertor_Max_Bat_Rate"]
elif "Invertor_Max_Rate" in idetails:
self.battery_rate_max_raw = idetails["Invertor_Max_Rate"]
else:
self.battery_rate_max_raw = self.base.get_arg("charge_rate", attribute="max", index=self.id, default=2600.0, required_unit="W")
# Max invertor rate
if "Invertor_Max_Inv_Rate" in idetails:
self.inverter_limit = idetails["Invertor_Max_Inv_Rate"] / MINUTE_WATT
# Inverter time
if "Invertor_Time" in idetails:
ivtime = idetails["Invertor_Time"]
else:
self.battery_temperature = self.base.get_arg("battery_temperature", default=20, index=self.id, required_unit="°C")
self.nominal_capacity = self.base.get_arg("soc_max", default=0.0, index=self.id)
self.soc_max = self.nominal_capacity * self.battery_scaling
if self.inverter_type in ["GE", "GEC", "GEE"]:
self.battery_rate_max_raw = self.base.get_arg("charge_rate", attribute="max", index=self.id, default=2600.0, required_unit="W")
elif "battery_rate_max" in self.base.args:
self.battery_rate_max_raw = self.base.get_arg("battery_rate_max", index=self.id, default=2600.0, required_unit="W")
else:
self.battery_rate_max_raw = 2600.0
ivtime = self.base.get_arg("inverter_time", index=self.id, default=None)
# Battery rate max charge, discharge (all converted to kW/min)
inverter_limit_charge = self.base.get_arg("inverter_limit_charge", self.battery_rate_max_raw, index=self.id, required_unit="W")
inverter_limit_discharge = self.base.get_arg("inverter_limit_discharge", self.battery_rate_max_raw, index=self.id, required_unit="W")
inverter_limit_override = self.base.get_arg("inverter_limit_override", 0, index=self.id, required_unit="W")
if inverter_limit_override > 0:
self.log("Info: Inverter {} applying inverter_limit_override of {} W to charge and discharge limits".format(self.id, inverter_limit_override))
inverter_limit_charge = min(inverter_limit_override, inverter_limit_charge)
inverter_limit_discharge = min(inverter_limit_override, inverter_limit_discharge)
inverter_limit_charge_dc = self.base.get_arg("inverter_limit_charge_dc", inverter_limit_charge, index=self.id, required_unit="W")
self.battery_rate_max_charge = min(inverter_limit_charge, self.battery_rate_max_raw) / MINUTE_WATT
self.battery_rate_max_charge_dc = inverter_limit_charge_dc / MINUTE_WATT
self.battery_rate_max_discharge = min(inverter_limit_discharge, self.battery_rate_max_raw) / MINUTE_WATT
inverter_limit_export = self.base.get_arg("inverter_limit_export", inverter_limit_discharge, index=self.id, required_unit="W")
self.battery_rate_max_export = min(inverter_limit_export, self.battery_rate_max_raw) / MINUTE_WATT
self.battery_rate_min = min(self.base.get_arg("inverter_battery_rate_min", 0, index=self.id, required_unit="W"), self.battery_rate_max_raw) / MINUTE_WATT
# Track and update battery size (if automatic)
self.battery_size_tracking()
# Convert inverter time into timestamp.
# An absent or unavailable reading (e.g. the cloud API denied access because a GivEnergy
# Premium subscription is now required) is treated as "no reading" — skew detection is
# skipped rather than misreporting it as inverter clock skew or triggering an auto-restart.
if isinstance(ivtime, str) and ivtime.strip().lower() in ("", "unavailable", "unknown", "none"):
ivtime = None
if ivtime:
try:
self.inverter_time = datetime.strptime(ivtime, TIME_FORMAT)
except (ValueError, TypeError):
try:
self.inverter_time = datetime.strptime(ivtime, TIME_FORMAT_OCTOPUS)
except (ValueError, TypeError):
try:
tz = pytz.timezone(self.base.get_arg("timezone", "Europe/London"))
self.inverter_time = tz.localize(datetime.strptime(ivtime, self.inv_clock_time_format))
except (ValueError, TypeError):
self.base.log(f"Warn: Unable to read inverter time string {ivtime} using formats {[TIME_FORMAT, TIME_FORMAT_OCTOPUS, self.inv_clock_time_format]}")
self.inverter_time = None
self.auto_restart("Unable to read inverter time")
# Check inverter time and confirm skew
if self.inverter_time:
# Fetch current time again as it may have changed since we run this inverter update
local_tz = pytz.timezone(self.base.get_arg("timezone", "Europe/London"))
now_utc = datetime.now(local_tz)
tdiff = self.inverter_time - now_utc
tdiff = dp2(tdiff.seconds / 60 + tdiff.days * 60 * 24)
if not quiet:
self.base.log("Inverter time {}, Predbat computer time {}, difference {} minutes".format(self.inverter_time, now_utc, tdiff))
if abs(tdiff) >= 30:
self.base.log(
"Warn: Inverter time is {}, Predbat computer time {}, this is {} minutes skewed, Predbat may not function correctly, please fix this by updating your inverter time, checking HA is synchronising with your inverter, or fixing Predbat computer time zone".format(
self.inverter_time, now_utc, tdiff
)
)
self.base.record_status(
"Warn: Inverter time is {}, Predbat computer time {}, this is {} minutes skewed, Predbat may not function correctly, please fix this by updating your inverter time, checking HA is synchronising with your inverter, or fixing Predbat computer time zone".format(
self.inverter_time, now_utc, tdiff
),
had_errors=True,
)
# Trigger restart
self.auto_restart("Clock skew >=10 minutes")
else:
self.base.restart_active = False
# Get the expected minimum reserve value for the current inverter
reserve_min_postfix = "" if self.id == 0 else "_" + str(self.id)
self.reserve_min = int(self.base.get_arg("set_reserve_min" + reserve_min_postfix))
# Min soc setting
battery_min_soc = self.base.get_arg("battery_min_soc", default=max(self.reserve_min, 4), index=self.id)
# Get current reserve value
if self.rest_data and ("Control" in self.rest_data) and ("Battery_Power_Reserve" in self.rest_data["Control"]):
self.reserve_percent_current = float(self.rest_data["Control"]["Battery_Power_Reserve"])
else:
self.reserve_percent_current = max(self.base.get_arg("reserve", default=battery_min_soc, index=self.id, required_unit="%"), battery_min_soc)
self.reserve_current = dp2(self.soc_max * self.reserve_percent_current / 100.0)
if self.reserve_min < battery_min_soc:
self.base.log("Increasing set_reserve_min{} from {}% to battery_min_soc of {}%".format(reserve_min_postfix, self.reserve_min, battery_min_soc))
self.base.expose_config("set_reserve_min" + reserve_min_postfix, battery_min_soc)
self.reserve_min = battery_min_soc
self.base.log("Reserve min: {}%, battery_min: {}%".format(self.reserve_min, dp0(battery_min_soc)))
if (self.base.set_reserve_enable and self.inv_has_reserve_soc) or not self.inv_has_reserve_soc:
self.reserve_percent = self.reserve_min
else:
self.reserve_percent = self.reserve_percent_current
self.reserve = dp3(self.soc_max * self.reserve_percent / 100.0)
# Max inverter rate override
if "inverter_limit" in self.base.args:
self.inverter_limit = self.base.get_arg("inverter_limit", self.inverter_limit * MINUTE_WATT, index=self.id, required_unit="W") / MINUTE_WATT
if "export_limit" in self.base.args:
self.export_limit = self.base.get_arg("export_limit", self.export_limit * MINUTE_WATT, index=self.id, required_unit="W") / MINUTE_WATT
# Log inverter details
if not quiet:
self.base.log(
"Inverter {} with soc_max {}kWh, nominal_capacity {}kWh, battery rate raw {}W, charge rate {}kW, charge rate DC {}kW, discharge rate {}kW, battery_rate_min {}W, AC limit {}kW, export limit {}kW, reserve {}%, current_reserve {}%, temperature {}°C".format(
self.id,
dp2(self.soc_max),
dp2(self.nominal_capacity),
dp2(self.battery_rate_max_raw),
dp2(self.battery_rate_max_charge * 60.0),
dp2(self.battery_rate_max_charge_dc * 60.0),
dp2(self.battery_rate_max_discharge * 60.0),
dp2(self.battery_rate_min * MINUTE_WATT),
dp2(self.inverter_limit * 60),
dp2(self.export_limit * 60),
self.reserve_percent,
self.reserve_percent_current,
self.battery_temperature,
)
)
# Create some dummy entities if PredBat expects them but they don't exist for this Inverter Type:
# Args are also set for these so that no entries are needed for the dummies in the config file
if not self.inv_has_charge_enable_time:
self.create_missing_arg("scheduled_charge_enable", "on")
self.base.args["scheduled_charge_enable"][id] = self.create_entity("scheduled_charge_enable", "on")
if not self.inv_has_discharge_enable_time:
self.create_missing_arg("scheduled_discharge_enable", "on")
self.base.args["scheduled_discharge_enable"][id] = self.create_entity("scheduled_discharge_enable", "on")
if not self.inv_has_reserve_soc:
self.create_missing_arg("reserve", self.reserve)
self.base.args["reserve"][id] = self.create_entity("reserve", self.reserve, device_class="battery", uom="%")
if not self.inv_has_target_soc:
self.create_missing_arg("charge_limit", 100)
self.base.args["charge_limit"][id] = self.create_entity("charge_limit", 100, device_class="battery", uom="%")
if self.inv_output_charge_control != "power":
max_charge = self.battery_rate_max_charge * MINUTE_WATT
max_discharge = self.battery_rate_max_discharge * MINUTE_WATT
self.create_missing_arg("charge_rate", max_charge)
self.create_missing_arg("discharge_rate", max_discharge)
self.base.args["charge_rate"][id] = self.create_entity("charge_rate", max_charge, uom="W", device_class="power")
self.base.args["discharge_rate"][id] = self.create_entity("discharge_rate", max_discharge, uom="W", device_class="power")
if not self.inv_has_ge_inverter_mode and not self.inv_has_fox_inverter_mode and not self.inv_has_ge_eco_toggle:
self.create_missing_arg("inverter_mode", "Eco")
self.base.args["inverter_mode"][id] = self.create_entity("inverter_mode", "Eco")
if self.inv_charge_time_format != "HH:MM:SS":
for x in ["charge", "discharge"]:
for y in ["start", "end"]:
entity_name = f"{x}_{y}_time"
self.create_missing_arg(entity_name, "23:59:00")
self.base.args[entity_name][id] = self.create_entity(entity_name, "23:59:00")
# Create dummy idle time entities
if not self.inv_has_idle_time:
self.create_missing_arg("idle_start_time", "00:00:00")
self.create_missing_arg("idle_end_time", "00:00:00")
self.base.args["idle_start_time"][id] = self.create_entity("idle_start_time", "00:00:00")
self.base.args["idle_end_time"][id] = self.create_entity("idle_end_time", "00:00:00")
def battery_size_tracking(self):
# Battery size determination: fused auto-scaling + find_battery_size logic
# If soc_max is unset, automatically enable battery_scaling_auto
if self.id > 0:
soc_max_sensor_name = "sensor.{}_soc_max_calculated_{}".format(self.base.prefix, self.id)
else:
soc_max_sensor_name = "sensor.{}_soc_max_calculated".format(self.base.prefix)
# Store nominal capacity.
# Only read the persisted arg when nominal_capacity was not already set from REST or config (i.e. still 0).
# This prevents a stale arg value from overwriting a real REST/config-provided nominal.
if not self.nominal_capacity or self.nominal_capacity <= 0:
self.nominal_capacity = self.base.get_arg("soc_max_nominal", index=self.id, default=0.0)
self.base.set_arg("soc_max_nominal", self.nominal_capacity, index=self.id)
# If the live soc_max read was invalid (e.g. the source sensor was momentarily unavailable)
# but we recovered a valid nominal from soc_max_nominal, recompute soc_max so the known-good
# capacity takes effect instead of falling through to the 8 kWh default below.
if (not self.soc_max or self.soc_max <= 0) and self.nominal_capacity and self.nominal_capacity > 0:
self.soc_max = dp3(self.nominal_capacity * self.battery_scaling)
self.log("Note: inverter {} soc_max source unavailable this cycle, retained last known battery size {:.3f} kWh".format(self.id, self.soc_max))
if not self.nominal_capacity or self.nominal_capacity <= 0:
self.log("Note: Battery size was not set for inverter {}, enabling battery_scaling_auto".format(self.id))
self.base.battery_scaling_auto = True
# Run find_battery_size at most once per calendar day, always update the history sensor
existing_history = self.base.get_state_wrapper(soc_max_sensor_name, attribute="history", default={})
if not isinstance(existing_history, dict):
existing_history = {}
today_key = str(self.base.now_utc.date())
# Already calculated today - use stored mean from sensor state
trimmed_mean_state = self.base.get_state_wrapper(soc_max_sensor_name)
try:
trimmed_mean = float(trimmed_mean_state) if trimmed_mean_state is not None else None
except (ValueError, TypeError):
trimmed_mean = None
if today_key not in existing_history:
# Only calculate once per day to save compute resources
found_size = self.find_battery_size(self.nominal_capacity)
if found_size and found_size > 0:
trimmed_mean = self.update_soc_max_calculated_sensor(found_size, self.nominal_capacity)
else:
# Store None to prevent recalculation every cycle when data is unavailable
self.update_soc_max_calculated_sensor(None, self.nominal_capacity)
if self.base.battery_scaling_auto and trimmed_mean and trimmed_mean > 0:
if self.nominal_capacity > 0:
# Clamp scaling to [80%, 100%] of the configured usable scaling.
# This preserves manual DoD/SOH correction (e.g. 0.8) while allowing measured degradation below it.
scaling_upper = self.battery_scaling_config
scaling_lower = self.battery_scaling_config * 0.8
new_scaling = max(scaling_lower, min(scaling_upper, trimmed_mean / self.nominal_capacity))
self.battery_scaling = new_scaling
self.soc_max = dp3(self.nominal_capacity * new_scaling)
self.log("Info: inverter {} battery_scaling_auto set scaling {:.3f} (mean {:.2f} kWh, nominal {:.2f} kWh) resulting in soc_max {:.3f} kWh".format(self.id, new_scaling, trimmed_mean, self.nominal_capacity, self.soc_max))
else:
# No nominal configured - use trimmed mean directly without clamping
self.soc_max = dp3(trimmed_mean)
self.nominal_capacity = self.soc_max
self.battery_scaling = 1.0
self.base.set_arg("soc_max", self.soc_max, index=self.id)
self.base.set_arg("soc_max_nominal", 0.0, index=self.id)
self.log("Info: Inverter {} battery_scaling_auto using measured mean {:.2f} kWh (no nominal configured)".format(self.id, trimmed_mean))
# Final fallback if soc_max is still not determined
if not self.soc_max or self.soc_max <= 0:
self.log("Warn: Unable to determine battery size for inverter {}, using 8 kWh default for this cycle, you must set soc_max in apps.yaml or wait until enough data is collected to estimate battery size".format(self.id))
self.soc_max = 8.0
self.nominal_capacity = self.soc_max
# Intentionally do NOT persist the fallback into the soc_max / soc_max_nominal args:
# caching 8.0 would override a configured (but momentarily unavailable) source and pin
# soc_max to 8 kWh until restart. Leaving the args intact lets the next cycle re-read the
# real source (or restore soc_max_nominal) and recover automatically.
def update_soc_max_calculated_sensor(self, found_size, nominal_capacity=0):
"""
Update the soc_max_calculated sensor with a new data point and return the trimmed mean.
Stores one data point per calendar day (keyed by date string) and keeps the 7 most-recent days.
The sensor state is the trimmed mean (min and max dropped when >= 3 samples, plain average otherwise).
nominal_capacity is stored as a sensor attribute (0 if not configured).
Returns the trimmed mean or None if no data.
"""
if self.id > 0:
sensor_name = "sensor.{}_soc_max_calculated_{}".format(self.base.prefix, self.id)
else:
sensor_name = "sensor.{}_soc_max_calculated".format(self.base.prefix)
history = self.base.get_state_wrapper(sensor_name, attribute="history", default={})
if not isinstance(history, dict):
history = {}
today_key = str(self.base.now_utc.date())
history[today_key] = round(found_size, 3) if found_size is not None else None
# Prune to 7 most-recent days
sorted_keys = sorted(history.keys(), reverse=True)[:7]
history = {k: history[k] for k in sorted_keys}
# Filter out None entries (days where calculation failed) before computing the mean
values = [v for v in history.values() if v is not None]
if not values:
self.log("Inverter {} battery size tracking: found_size None, history {}, no valid data for mean calculation".format(self.id, history))
self.base.dashboard_item(
sensor_name,
state=nominal_capacity if nominal_capacity > 0 else "unknown",
attributes={
"history": history,
"nominal_capacity": round(nominal_capacity, 3),
"degradation_percent": None,
"configured_degradation": round((1 - self.battery_scaling) * 100, 2),
"unit_of_measurement": "kWh",
"device_class": "energy",
"state_class": "measurement",
"friendly_name": "Predbat calculated battery capacity{}".format(" inverter {}".format(self.id) if self.id > 0 else ""),
"icon": "mdi:battery-charging",
},
)
return None
if len(values) >= 3:
trimmed = sorted(values)[1:-1]
trimmed_mean = sum(trimmed) / len(trimmed)
else:
trimmed_mean = sum(values) / len(values)
found_size_str = "{:.2f} kWh".format(found_size) if found_size is not None else "None"
degradation = (self.nominal_capacity - trimmed_mean) / self.nominal_capacity if self.nominal_capacity > 0 else 0
self.log(
"Inverter {} battery size tracking: found_size {}, history {}, trimmed_mean {:.2f} kWh, degradation {:.2%}, configured battery_scaling {:.0f}% (configured degradation {:.0f}%)".format(
self.id, found_size_str, history, trimmed_mean, degradation, self.battery_scaling * 100, (1 - self.battery_scaling) * 100
)
)
self.base.dashboard_item(
sensor_name,
state=dp2(trimmed_mean),
attributes={
"history": history,
"nominal_capacity": round(nominal_capacity, 3),
"degradation_percent": round(degradation * 100, 2),
"configured_degradation": round((1 - self.battery_scaling) * 100, 2),
"unit_of_measurement": "kWh",
"device_class": "energy",
"state_class": "measurement",
"friendly_name": "Predbat calculated battery capacity{}".format(" inverter {}".format(self.id) if self.id > 0 else ""),
"icon": "mdi:battery-charging",
},
)
return trimmed_mean
def find_battery_size(self, nominal_capacity=0):
"""
Given SOC Percent and battery power figure out the approximate battery size in kWh
"""
soc_percent_sensor = self.base.get_arg("soc_percent", indirect=False, index=self.id)
soc_kw_sensor = self.base.get_arg("soc_kw", indirect=False, index=self.id)
battery_power_sensor = self.base.get_arg("battery_power", indirect=False, index=self.id)
battery_power_invert = self.base.get_arg("battery_power_invert", False, index=self.id)
if (soc_percent_sensor or soc_kw_sensor) and battery_power_sensor:
if soc_percent_sensor:
soc_percent_data = self.base.get_history_wrapper(entity_id=soc_percent_sensor, days=self.base.max_days_previous, required=False)
if soc_percent_data:
soc_percent, _ = minute_data(
soc_percent_data[0],
self.base.max_days_previous,
self.base.now_utc,
"state",
"last_updated",
backwards=True,
clean_increment=False,
smoothing=False,
divide_by=1.0,
scale=1.0,
required_unit="%",
can_modify_history=True, # history is not accessed after this point, so minute_data can freely modify it
)
else:
soc_percent = {}
else:
soc_kw_data = self.base.get_history_wrapper(entity_id=soc_kw_sensor, days=self.base.max_days_previous, required=False)
soc_percent = {}
if soc_kw_data:
# Parse kWh history into a clean minute dict then convert to percent
soc_kw_minute, _ = minute_data(
soc_kw_data[0],
self.base.max_days_previous,
self.base.now_utc,
"state",
"last_updated",
backwards=True,
clean_increment=False,
smoothing=False,
divide_by=1.0,
scale=1.0,
required_unit="kWh",
can_modify_history=True, # history is not accessed after this point, so minute_data can freely modify it
)
# Determine soc_max from nominal_capacity or the observed maximum
if nominal_capacity and nominal_capacity > 0:
soc_max = nominal_capacity
else:
soc_max = max(soc_kw_minute.values()) if soc_kw_minute else 0
if soc_max > 0:
soc_percent = {minute: (kw / soc_max) * 100.0 for minute, kw in soc_kw_minute.items()}
battery_power_data = self.base.get_history_wrapper(entity_id=battery_power_sensor, days=self.base.max_days_previous, required=False)
if not soc_percent or not battery_power_data:
self.log("Warn: Unable to estimate battery size - no history data available")
return None
battery_power, _ = minute_data(
battery_power_data[0],
self.base.max_days_previous,
self.base.now_utc,
"state",
"last_updated",
backwards=True,
clean_increment=False,
smoothing=False,
divide_by=1.0,
scale=1.0,
required_unit="W",
can_modify_history=True, # history is not accessed after this point, so minute_data can freely modify it
)
if battery_power_invert:
# Invert the battery power if required
for minute in battery_power:
battery_power[minute] = -battery_power[minute]
min_len = min(len(soc_percent), len(battery_power))
self.log("Find battery size has {} days of data, max days {}".format(dp0(min_len / 60 / 24.0), self.base.max_days_previous))
estimate_battery_sizes = []
rejected_battery_sizes = {}
# Find continuous charging periods and calculate battery size from energy/SoC relationship
# Data is indexed backwards: minute 0 = now, minute N = N minutes ago
max_charge_power_w = max(self.battery_rate_max_charge * MINUTE_WATT, 0)
max_power_threshold = max(250, max_charge_power_w * 0.2)
loss_factor = self.base.battery_loss * self.base.inverter_loss
size_hint = self.soc_max if self.soc_max and self.soc_max > 0 else 0
capacity_reference = nominal_capacity if nominal_capacity and nominal_capacity > 0 else 0
plausible_min = capacity_reference * 0.65 if capacity_reference else 0
plausible_max = capacity_reference * 1.20 if capacity_reference else 0
reference_for_energy = capacity_reference or size_hint
min_power_added_kwh = max(0.5, min(1.0, reference_for_energy * 0.04)) if reference_for_energy else 0.5
def reject_battery_sample(reason):
rejected_battery_sizes[reason] = rejected_battery_sizes.get(reason, 0) + 1
# Scan backwards through time to find charging periods
in_charge = False
charge_start_minute = None # Higher minute = older = start of charge
for minute in range(min_len - 1, -1, -1):
power = battery_power.get(minute, 0)
is_charging = power < -max_power_threshold
if is_charging and not in_charge:
# Start of a charging period (going forward in real time, backwards in minute index)
in_charge = True
charge_start_minute = minute
elif not is_charging and in_charge:
# End of a charging period
charge_end_minute = minute + 1 # Previous minute was still charging
in_charge = False
if charge_start_minute is not None and charge_end_minute < charge_start_minute:
# We have a valid charge period (start_minute > end_minute because of backwards indexing)
# charge_start_minute is OLDER (beginning of charge, lower SoC)
# charge_end_minute is NEWER (end of charge, higher SoC)
start_soc = soc_percent.get(charge_start_minute, 0)
end_soc = soc_percent.get(charge_end_minute, 0)
self.log(
"Charge start {} soc {} end {} soc {}".format(
charge_start_minute,
start_soc,
charge_end_minute,
end_soc,
)
)
# Clip to 10-90% range and align to percentage boundaries
# to avoid partial energy from transition minutes
# A "transition minute" is one where the SoC changed from the previous minute
# We want to start AFTER a transition and end BEFORE a transition
clipped_start_minute = charge_start_minute
clipped_end_minute = charge_end_minute
# Find first stable minute ≥10% (where SoC didn't just change)
# Search forward in real time (decreasing minute index)
found_start = False
for m in range(charge_start_minute, charge_end_minute - 1, -1):
curr_soc = int(soc_percent.get(m, 0))
prev_soc = int(soc_percent.get(m + 1, 0)) # m+1 is older
# Check if this is a stable minute (no transition) and within range
if curr_soc >= 10 and curr_soc <= 90 and curr_soc != prev_soc:
clipped_start_minute = m
found_start = True
break
if not found_start:
# No stable minute found in 10-90% range, skip this period
continue
# Find last stable minute ≤90% (where SoC won't change next minute)
# Search backward in real time (increasing minute index)
found_end = False
for m in range(charge_end_minute, charge_start_minute + 1):
curr_soc = int(soc_percent.get(m, 0))
next_soc = int(soc_percent.get(m + 1, 0)) # m+1 is older
# Check if this is a stable minute (no upcoming transition) and within range
if curr_soc >= 10 and curr_soc <= 90 and curr_soc != next_soc:
clipped_end_minute = m
found_end = True
break
if not found_end:
# No stable minute found in 10-90% range, skip this period
continue
# Validate the clipped range is still valid
if clipped_start_minute <= clipped_end_minute:
continue # Invalid range after clipping
# Get the clipped SoC values (as integers for consistent percentage)
clipped_start_soc = int(soc_percent.get(clipped_start_minute, 0))
clipped_end_soc = int(soc_percent.get(clipped_end_minute, 0))
percent_change = clipped_end_soc - clipped_start_soc
self.log(
"Charging clipped start at {} with SoC {}%, end at {} with SoC {}%; SoC change {}%".format(
clipped_start_minute,
clipped_start_soc,
clipped_end_minute,
clipped_end_soc,
percent_change,
)
)
if percent_change < 10:
reject_battery_sample("soc_change_too_small")
continue
if percent_change > 80:
reject_battery_sample("soc_change_too_large")
continue
# Need enough real charge data to avoid SoC telemetry jumps being mistaken for capacity.
if clipped_start_minute - clipped_end_minute < 20:
reject_battery_sample("charge_period_too_short")
continue
if percent_change >= clipped_start_minute - clipped_end_minute:
reject_battery_sample("soc_jump_too_fast")
continue
# Calculate energy added during this period (using clipped range)
power_added = 0.0
sample_count = 0
for power_minute in range(clipped_start_minute, clipped_end_minute - 1, -1):
minute_power = -battery_power.get(power_minute, 0)
power_added += minute_power / 60.0 # W to Wh
sample_count += 1
power_added_kwh = power_added / 1000.0
self.log(" Power added over {} samples is {}kWh".format(sample_count, dp1(power_added_kwh)))
if power_added_kwh < min_power_added_kwh:
reject_battery_sample("energy_too_small")
continue
estimated_battery_size = (power_added / percent_change) * 100.0 / 1000.0 # Convert Wh to kWh
adjusted_battery_size = estimated_battery_size * loss_factor
if plausible_min and adjusted_battery_size < plausible_min:
reject_battery_sample("capacity_too_low")
continue
if plausible_max and adjusted_battery_size > plausible_max:
reject_battery_sample("capacity_too_high")
continue
estimate_battery_sizes.append(
{
"size": estimated_battery_size,
"adjusted_size": adjusted_battery_size,
"soc_change": percent_change,
"sample_count": sample_count,
"power_added_kwh": power_added_kwh,
}
)
self.log(
" Battery size sample accepted raw {}kWh adjusted {}kWh from {}% SoC over {} minutes".format(
dp2(estimated_battery_size),
dp2(adjusted_battery_size),
percent_change,
sample_count,
)
)
# Average the estimated battery sizes
if len(estimate_battery_sizes) > 0:
strong_battery_sizes = [sample for sample in estimate_battery_sizes if sample["soc_change"] >= 20 and sample["sample_count"] >= 60 and sample["power_added_kwh"] >= max(min_power_added_kwh * 4, 4.0)]
selected_battery_sizes = strong_battery_sizes if len(strong_battery_sizes) >= 3 else estimate_battery_sizes
selected_values = sorted([sample["adjusted_size"] for sample in selected_battery_sizes])
if len(selected_values) >= 5:
trim_count = max(1, int(len(selected_values) * 0.1))
trimmed_values = selected_values[trim_count:-trim_count]
elif len(selected_values) >= 3:
trimmed_values = selected_values[1:-1]
else:
trimmed_values = selected_values
average_battery_size = dp2(sum(trimmed_values) / len(trimmed_values))
median_battery_size = selected_values[len(selected_values) // 2] if len(selected_values) % 2 else (selected_values[len(selected_values) // 2 - 1] + selected_values[len(selected_values) // 2]) / 2
self.log(
"Estimated battery size is {}kWh from {} selected samples, {} accepted samples, {} rejected samples, median {}kWh (assumed charging loss factor {}, rejects {})".format(
dp2(average_battery_size),
len(selected_battery_sizes),
len(estimate_battery_sizes),
sum(rejected_battery_sizes.values()),
dp2(median_battery_size),
dp1(loss_factor),
rejected_battery_sizes,
)
)
return average_battery_size
else:
self.log("Warn: Unable to find any suitable charge periods to estimate battery size, rejected samples {}".format(rejected_battery_sizes))
return None
else:
self.log("Warn: Unable to estimate battery size from soc_percent and battery_power data")
return None
def find_charge_curve(self, discharge):
"""