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2025-03-06 11:09:58 +01:00
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import tinytuya
import requests
import time
import math
import numpy as np
from scipy import stats
from datetime import datetime
def get_value_safely(data, key):
try:
# Tente d'obtenir la valeur associée à la clé, si elle existe
value = data['dps'].get(key, None)
# Si la valeur est None, renvoie 0
return value if value is not None else 0
except Exception as e:
# En cas d'erreur, imprime un message d'erreur et renvoie 0
print(f"Erreur : {e}")
return 0
# Obtenir la date et l'heure actuelles
maintenant = datetime.now()
# Formater la date et l'heure
format_date_heure = maintenant.strftime("%Y-%m-%d %H:%M:%S")
# Imprimer la date et l'heure
print("Date et Heure actuelles :", format_date_heure)
# Connect to Device
#"apiKey": "hgkvdyrstyhqudku3xdu",
#"apiSecret": "704a1bad394a4efe805f46fb04c46916",
#"apiRegion": "eu-w",
#"apiDeviceID": "bf4d021ef10d39ea17gpwo"
response = ""
previous_sens = ""
watt_1_p = 0
watt_2_p = 0
PUISSANCE_DELESTAGE = 750 # Watts
MAX_VALUES = 5
# Initialisation de la liste des dernières valeurs
last_values = []
# Initialisation de la somme des valeurs
sum_values = 0
# Initialisation du compteur pour suivre le nombre de valeurs ajoutées
counter = 0
def remove_outliers(values):
if len(values) < 2:
return values
z_scores = stats.zscore(values)
abs_z_scores = np.abs(z_scores)
filtered_entries = (abs_z_scores < 3)
return values[filtered_entries]
while True:
d = tinytuya.OutletDevice(
dev_id='bf9109f5435d9bb3c6avlr',
address='192.168.1.14', # Or set to 'Auto' to auto-discover IP address
local_key='/Pht&M$(/nt@t}qV',
version=3.4)
# Get Status
data = d.status()
print('set_status() result %r' % data)
#data = json.loads(data)
# for key, value in data['dps'].items():
# print(f'{key.ljust(5)}: {str(value).ljust(10)}')
# Extraire les valeurs des champs spécifiques
#total = data['dps'].get('115', None) / 10
# Utilisation de la fonction get_value_safely pour remplacer les lignes existantes
total_1 = get_value_safely(data, '1')
total_2 = get_value_safely(data, '2')
volt_1 = get_value_safely(data, '112') / 10 or 0
freq_1 = get_value_safely(data, '111') / 100 or 0
current_1 = get_value_safely(data, '113') or 0
factor_1 = get_value_safely(data, '110') / 100 or 0
prod_1 = get_value_safely(data, '107') or 0
watt_1 = get_value_safely(data, '101') / 10 or 0
watt_2 = get_value_safely(data, '105') / 10 or 0
prod_2 = get_value_safely(data, '108') or 0
current_2 = get_value_safely(data, '114') or 0
sens_1 = get_value_safely(data, '102')
sens_2 = get_value_safely(data, '104')
value_106 = get_value_safely(data, '106') or 0
value_109 = get_value_safely(data, '109') or 0
# Afficher les valeurs
print("=================================")
print("1 kWh :", total_1 )
print("2 kWh :", total_2 )
# print("101 total :", total_1)
print("101 Watt 1 :", watt_1)
print("105 Watt 2 :", watt_2)
print("102 Sens 1 :", sens_1)
print("104 Sens 2 :", sens_2)
print("106 conso jour 1:", value_106)
print("107 prod jour 1 :", prod_1)
print("108 conso jour 2:", prod_2)
print("109 prod jour 2:", value_109)
print("110 factor :", factor_1)
print("111 freq :", freq_1)
print("112 Volt :", volt_1)
print("113 Current 1 :", current_1)
print("114 Current 2 :", current_2)
#print("115 :", value_115 / 10)
print("=================================")
# Turn On
#d.turn_on()
#if (sens_1 == "FORWARD" and watt_1 > watt_2 - 100):
# sens_1 = "NORMAL"
if (watt_1 == 0 and watt_2 == 0):
time.sleep(10)
continue
if (watt_1 == watt_1_p and watt_2 == watt_2_p):
time.sleep(10)
continue
watt_1_p = watt_1
watt_2_p = watt_2
if (sens_1 != previous_sens):
previous_sens = sens_1
time.sleep(15)
continue
previous_sens = sens_1
# id domoticz 1181
# print('1121|0|' + str(value_105) + ";0;" + str(value_115) + ";0;" + str(value_108) + ";" + str(value_118))
#if sens_1 == "REVERSE":
# watt_1 = 0
# 1087 Solaire production
solaire = watt_2 if watt_2 > 0 else 0
if watt_1 < 0 and solaire < - watt_1 + 90:
time.sleep(15)
continue
value = (watt_1 if sens_1 == "FORWARD" else - watt_1)
# Tuya Device 2
url = "http://192.168.1.3:81/json.htm?type=command&param=udevice&idx=1182&nvalue=0&svalue=" + str(total_1) + ";0;" + str(total_2) + ";0;" + str(watt_1) + ";" + str(solaire) #USAGE1;USAGE2;RETURN1;RETURN2;CONS;PROD
if watt_1 or watt_2:
print(url)
try:
response = requests.get(url)
print(response)
except requests.RequestException as e:
# Gérez les autres erreurs liées aux requêtes ici
print(f"Erreur de requête : {e}")
time.sleep(1)
#value=moyenne
idx = "1087"
url = "http://192.168.1.3:81/json.htm?type=command&param=udevice&idx=" + idx + "&svalue=" + str(solaire) + ";0&nvalue=0";
#response = requests.get(url)
#print(response)
time.sleep(1)
# 1123 Consommation_Apparente
last_values.append(value)
sum_values += value
counter += 1
# Vérifier si la liste des dernières valeurs dépasse éléments
if len(last_values) > MAX_VALUES:
# Si oui, retirer la première valeur de la liste et ajuster la somme
sum_values -= last_values.pop(0)
# Calculer la moyenne des dernières valeurs
print(f"Valeurs non filtrées : {last_values}")
# Convertir en numpy array pour le filtrage
#last_values_np = np.array(last_values)
# Enlever les valeurs aberrantes
#last_values_np = remove_outliers(last_values_np)
# Convertir le résultat filtré en liste et mettre à jour last_values
#last_values = list(last_values_np)
print(f"Valeurs filtrées (sans aberrantes): {last_values}")
moyenne = sum_values / min(counter, MAX_VALUES)
#value=moyenne
#watt_1=moyenne
# Utiliser la moyenne comme vous le souhaitez (par exemple, l'afficher)
print("Moyenne des dernières valeurs :", moyenne)
if 1 == 1: #(sens_1 == previous_sens):
#if value < 0 and (abs(value) > watt_2):
# value = -value
#if value < 0 and abs(value) > solaire - 100:
# time.sleep(3)
# continue
idx = "1123"
url = "http://192.168.1.3:81/json.htm?type=command&param=udevice&idx=" + idx + "&svalue=" + str(value) + ";0&nvalue=0";
try:
response = requests.get(url)
print(response)
except requests.RequestException as e:
# Gérez les autres erreurs liées aux requêtes ici
print(f"Erreur de requête : {e}")
time.sleep(1)
# 1138 Mesure Courant
idx = "1138"
url = "http://192.168.1.3:81/json.htm?type=command&param=udevice&idx=" + idx + "&svalue=" + str(watt_2) + ";0&nvalue=0";
try:
response = requests.get(url)
print(response)
except requests.RequestException as e:
# Gérez les autres erreurs liées aux requêtes ici
print(f"Erreur de requête : {e}")
time.sleep(1)
# 1115 CONSOMMATION_GENERALE
idx = "1115"
url = "http://192.168.1.3:81/json.htm?type=command&param=udevice&idx=" + idx + "&svalue=" + str(watt_1) + ";0&nvalue=0";
try:
#response = requests.get(url)
print(response)
except requests.RequestException as e:
# Gérez les autres erreurs liées aux requêtes ici
print(f"Erreur de requête : {e}")
previous_sens = sens_1
time.sleep(5)