Initiating 2nd I2C bus on ESP32 with CCS811 sensor

Question

I want to connect two CCS811 sensors with ESP32 dev board. Since the sensors have fixed address, I am unable to use them simultaneously. I have read that on ESP32 multiple I2C buses can be created. While trying to follow that route I tried to modify the library but I am stuck. I can't simply pass different pins for SDA and SCL when calling ccs.begin() function. It only takes one argument and that is the sensor address (code chunk from library below):

bool Adafruit_CCS811::begin(uint8_t addr) {
  _i2caddr = addr;

  _i2c_init();

  SWReset();
  delay(100);

  // check that the HW id is correct
  if (this->read8(CCS811_HW_ID) != CCS811_HW_ID_CODE)
    return false;

  // try to start the app
  this->write(CCS811_BOOTLOADER_APP_START, NULL, 0);
  delay(100);

and the actual wire.begin() function is called in the _i2c_init() function which is defined in the lib as:

void Adafruit_CCS811::_i2c_init() {
  Wire.begin();
#ifdef ESP8266
  Wire.setClockStretchLimit(500);
#endif
}

With my very basic knowledge of classes and object, I am unable to modify the library to make it work with 2 I2C buses. Could you please help me with this?

Link to Adafruit CCS811 library:(https://github.com/adafruit/Adafruit_CCS811/blob/master/Adafruit_CCS811.cpp)

My Code so far:

#include <Arduino.h>
#include <Wire.h>
#include "Adafruit_CCS811.h"

Adafruit_CCS811 ccs1;
Adafruit_CCS811 ccs2;


TwoWire sen1 = TwoWire(0);
TwoWire sen2 = TwoWire(1);

void setup()
{
  Serial.begin(115200);

  Serial.println(F("CCS811 test"));

  if (!ccs1.begin(25, 26, 100000))
  {
    Serial.println("CCS 1 Failed.");
    //while (1);
  } else {
    Serial.println("CCS 1 OK!");
  }

  // Wait for the sensor to be ready
  //while (!ccs.available());
}

void loop()
{
  if (ccs1.available())
  {
    if (!ccs1.readData())
    {
      Serial.println(" This is CSS");
      Serial.print("CO2: ");
      Serial.print(ccs1.geteCO2());
      Serial.print("ppm, TVOC: ");
      Serial.println(ccs1.getTVOC());
    }
    else
    {
      Serial.println("ERROR!");
      //while (1);
    }
  }
  delay(500);
}