Simple sensor data analysis, comprising arrays of Tire Sensors and Power Management Unit Sensors. It improves racing strategies by providing real-time insights into the car's performance and condition.

• Monitoring: Tracks tire and power unit conditions.
• Adaptation: Enables quick response to changing race conditions.
• Maintenance: Identifies and mitigates potential failures.
• Prioritization: Focuses analysis on critical power management data.
• Customization: Offers 8 tailored operations for in-depth analysis, including pressure, temperature, and wear level for tires, along with power, energy regeneration, usage, and battery health for power units.

Format Print: concise output of sensor data, it distinguishes between Tire sensors and Power Management Unit (PMU) sensors, formatting their data distinctly to ensure easy interpretation.

• For Tire sensors, it displays pressure, temperature, wear level, and performance score, offering insights into tire condition and effectiveness.

Tire Sensor Pressure: `<pressure>`
Temperature: `<temperature>` Wear
Level: `<wear_level>`
Performance Score: `<computed  score>`/Not Calculated

• For PMU sensors, it shows voltage, current, power consumption, energy regeneration, and energy storage levels, highlighting the car's energy efficiency and electrical system performance.

Power Management Unit
Voltage: `<voltage>`
Current: `<current>`
Power Consumption: `<power_consumption>`
Energy Regen: `<energy_regen>`
Energy Storage: `<energy_storage>`

Organizes the sensors array by sensor_type:

• Counts and categorizes sensors as PMU or TIRE.
• Allocates separate temporary arrays for each sensor_type.
• Copies sensors to the respective pmu_sensors or tire_sensors array based on their type.
• Combines both sorted arrays back into the original sensors array.
• Power Management Unit sensor data is prioritized over Tire Sensor data.

Performs a series of sensor operations at a specified index:

• Initiates an array of function pointers, operations, dynamically allocated for storing operations applicable to the type of sensor data received.
• Utilizes get_operations to fill operations with pointers based on sensor type (pmu_sensor or tire_sensor).
• Fetches operation indices from operations_idxs for the target sensor and executes each using the sensor's data.
• Operations for tire_sensor include pressure status, temperature status, wear level status, and performance score simple data arithmetic calculation.
• For pmu_sensor, involve evaluation of operations like:
  • computing power,
  • regenerating energy,
  • assessing energy usage,
  • and battery health.

Processes the sensors array to filter and keep only valid sensors:

• Allocates memory for an array to hold valid sensors and sets up a counter for tracking.
• Iterates over the sensors, checking the sensor_type field to categorize as TIRE or PMU.
• Valid TIRE sensors, make a new tire_sensor, transfers data, and updates the entry in valid_sensors.
• It replicates the nr_operations and dynamically allocates and copies operations_idxs for each valid sensor.
• After validating and segregating sensors, the original sensors array memory is cleared.
• Resizes the valid_sensors array to match the count of valid sensors and returns it.
• Ensures any allocated memory for sensor data and indices is freed appropriately.