Lets get this running for every input value

fuzzysystem.py

import numpy as np
import skfuzzy as fuzz
from skfuzzy import control as ctrl
import json, sys

class FuzzyPlantSystem:

    def __init__(self, humidity, temp, waterLevel):
        # Input/output sets
        self._a_temp = ctrl.Antecedent(np.arange(32, 213, 1), 'temperature')
        self._a_humidity = ctrl.Antecedent(np.arange(0, 101, 1), 'humidity')
        self._a_water = ctrl.Antecedent(np.arange(0, 20, 1), 'water')

        self._c_pump = ctrl.Consequent(np.arange(0, 101, 1), 'pump')
        self._c_fan = ctrl.Consequent(np.arange(0, 101, 1), 'fan')

        # Input membership functions
        self._a_temp['low'] = fuzz.trapmf(self._a_temp.universe, [0, 0, 50, 65])
        self._a_temp['normal'] = fuzz.trapmf(self._a_temp.universe, [50, 65, 75, 80])
        self._a_temp['high'] = fuzz.trapmf(self._a_temp.universe, [80, 90, 212, 212])

        self._a_humidity['low'] = fuzz.trapmf(self._a_humidity.universe, [0, 0, 20, 35])
        self._a_humidity['normal'] = fuzz.trapmf(self._a_humidity.universe, [20, 35, 50, 60])
        self._a_humidity['high'] = fuzz.trapmf(self._a_humidity.universe, [55, 70, 100, 100])

        self._a_water['low'] = fuzz.trapmf(self._a_water.universe, [0, 0, 3, 5])
        self._a_water['normal'] = fuzz.trapmf(self._a_water.universe, [3, 5, 10, 12])
        self._a_water['high'] = fuzz.trapmf(self._a_water.universe, [11, 15, 20, 20])

        # Output membership functions
        self._c_pump['low'] = fuzz.trapmf(self._c_pump.universe, [0, 0, 30, 70])
        self._c_pump['high'] = fuzz.trapmf(self._c_pump.universe, [30, 70, 100, 100])

        self._c_fan['low'] = fuzz.trapmf(self._c_fan.universe, [0, 0, 35, 65])
        self._c_fan['high'] = fuzz.trapmf(self._c_fan.universe, [35, 65, 100, 100])

        rule1 = ctrl.Rule(self._a_temp['high'] | self._a_humidity['low'], self._c_fan['high'])
        rule2 = ctrl.Rule(self._a_humidity['low'] | self._a_temp['low'], self._c_fan['low'])
        rule3 = ctrl.Rule(self._a_water['low'], self._c_pump['high'])
        rule4 = ctrl.Rule(self._a_water['high'], self._c_pump['low'])

        self._plant_system_control = ctrl.ControlSystem([rule1, rule2, rule3, rule4])
        self._plant_system = ctrl.ControlSystemSimulation(self._plant_system_control)

        self._plant_system.input['water'] = waterLevel
        self._plant_system.input['temperature'] = temp
        self._plant_system.input['humidity'] = humidity        
            
    def output(self):
        return self._plant_system.output
            
    def update(self):
        self._plant_system.compute()
        
    def get_antecedent(self, item):
        for antecedent in self._plant_system.ctrl.antecedents:
            if item == antecedent.label:
                return antecedent.input[self._plant_system]
        
    def state(self):
        self._plant_system.print_state()
        
    def run(self):
        self.update()
        return(json.dumps(self.output(), indent=4))

''' Example use
from fuzzysystem import FuzzyPlantSystem
print(FuzzyPlantSystem(10,200,50).run())
'''