๐ ๐ง๐ Decision-Making with if-else
Statements in Python#
โ๏ธ Theme: Monitoring an Industrial HVAC System#
In this lecture, weโll explore how if-else
statements in Python can be used to manage decision-making for a Heating, Ventilation, and Air Conditioning (HVAC) system in an industrial setting.
HVAC systems need to:
Maintain safe temperature ranges.
Control humidity levels.
Alert operators about malfunctions.
Optimize energy consumption.
๐ง What Are if-else
Statements?#
if-else
statements allow Python programs to make decisions based on conditions.
Syntax Breakdown#
if condition:
# Code block executed if condition is True
elif another_condition: # Optional
# Code block executed if the `elif` condition is True
else: # Optional
# Code block executed if no conditions are True
Cell In[1], line 3
elif another_condition: # Optional
^
IndentationError: expected an indented block after 'if' statement on line 1
if
: Evaluates the first condition.elif
: Evaluates additional conditions if the previous ones are False.else
: Executes when none of the above conditions are True.Indentation: Python uses indentation to define blocks of code. Consistent spacing is crucial.
๐ค Why if-else
in HVAC Systems?#
HVAC systems rely on decision-making to:
Adjust temperature settings based on sensor data.
Trigger alarms for dangerous conditions.
Automatically switch between heating and cooling modes.
Pythonโs if-else
provides a simple yet powerful way to implement this logic.
๐ Basic Example#
Letโs start with a simple example: Monitor if the room temperature is within a safe range.
# Temperature limits
min_temp = 18 # Minimum safe temperature in Celsius
max_temp = 24 # Maximum safe temperature in Celsius
# Current room temperature
current_temp = 22
# Check temperature range
if current_temp < min_temp:
print("Warning: Temperature is too low!")
elif current_temp > max_temp:
print("Warning: Temperature is too high!")
else:
print("Temperature is within the safe range.")
Explanation of the Code#
The condition
current_temp < min_temp
checks if the temperature is below the safe range.The
elif
conditioncurrent_temp > max_temp
checks if the temperature exceeds the safe range.The
else
block handles the case where the temperature is within the safe range.
Note: Only one block is executed per if-else
structure.
๐ if-elif-else
for Multiple Conditions#
In HVAC systems, different conditions might require distinct actions. Letโs expand the logic:
If the temperature is too low, turn on the heater.
If the temperature is too high, turn on the cooler.
Otherwise, maintain the current settings.
# Adjust HVAC settings based on temperature
if current_temp < min_temp:
action = "Turn on the heater."
elif current_temp > max_temp:
action = "Turn on the cooler."
else:
action = "Maintain current settings."
print("HVAC Action:", action)
Key Points#
Multiple conditions are handled using
elif
.Only the first
True
conditionโs block is executed.An
else
block is optional but recommended for default behavior.
๐ Using Nested if
Statements#
Nested if
statements allow for more complex logic. For example:
Check both temperature and humidity.
# Humidity limits
min_humidity = 30 # Minimum safe humidity in %
max_humidity = 60 # Maximum safe humidity in %
# Current humidity
current_humidity = 65
# Check temperature and humidity
if current_temp < min_temp or current_temp > max_temp:
if current_humidity < min_humidity or current_humidity > max_humidity:
print("Alert: Both temperature and humidity are out of range!")
else:
print("Alert: Temperature is out of range!")
else:
if current_humidity < min_humidity or current_humidity > max_humidity:
print("Alert: Humidity is out of range!")
else:
print("Both temperature and humidity are within safe ranges.")
Nested if
Structure#
The second
if
inside the first handles humidity only when temperature is out of range.Use nested logic sparingly to avoid overly complex code.
๐ฆ Practical Applications#
Example: Automatically generate alerts for HVAC operators based on sensor data.
# Define function for HVAC monitoring
def hvac_monitor(temp, humidity):
if temp < min_temp or temp > max_temp:
if humidity < min_humidity or humidity > max_humidity:
return "Critical Alert: Adjust temperature and humidity!"
return "Alert: Adjust temperature!"
elif humidity < min_humidity or humidity > max_humidity:
return "Alert: Adjust humidity!"
return "All systems nominal."
# Test function
print(hvac_monitor(25, 70)) # Example of high temperature and humidity
print(hvac_monitor(20, 40)) # Example of nominal conditions
๐ Advanced Techniques: Ternary Operator#
Simplify simple if-else
statements with a one-liner:
action = "Heater ON" if current_temp < min_temp else "Heater OFF"
Example: Check if energy-saving mode is required.
# Energy-saving mode
energy_saving = True if current_temp >= 20 and current_temp <= 22 else False
print("Energy-saving mode enabled:", energy_saving)
๐ Scaling Up: Integrating with IoT#
Combine Pythonโs decision-making with IoT for real-time monitoring:
Receive live sensor data via APIs.
Process data using
if-else
logic.Send alerts or control signals to actuators.
๐ Key Takeaways#
if-else
enables decision-making in Python, critical for engineering systems.Use
if-elif-else
for handling multiple conditions.Nested
if
allows for detailed checks, such as temperature and humidity monitoring.Simplify logic when possible with ternary operators.
Integrate with IoT systems for dynamic, real-world applications.
๐ Build smarter HVAC systems with Python decision-making!