Ohms, watts, and voltage all tie together in something called Ohm's law. Amps are watts in different units. Google Ohms law calculator and find one. The resistance, in Ohms, depends on your coil and you can not change it, unless you change coils. A lithium ion battery produces about 4.2 volts when fully charged and as you use it go down until you recharge it. You should stop and recharge it when you get to the low 3's. Your ego takes care of stopping the button changes color based on the voltage of the battery.
The Variable Voltage, vv, on your battery means there is an electronic circuit that takes the voltage the battery is producing and changes it. For example if you pick 4 volts the circuit will take whatever the battery is putting out, 3.5 to 4.2, and convert it to 4.
Since you can adjust voltage you can adjust watts. Lets say your tank has a resistance of 2.3 ohms then with 4 volts you have about 7 watts. If you increase the voltage to 4.5 volts you have changed the watts to 8.8. Lets say one tank is 2.3 ohms and the other is 1.8, then at 4 volts the 2.3 ohm tank is 7 watts and the 1.8 tank is 8.9 watts.
Volts are easier for a chip to adjust. Just do what the dial says. For a chip to do watts it needs circuitry to determine the resistance of the tank, it has to do the math to figure out the correct voltage, and then it has to produce that voltage. In your case you do most of the work and the mod (you have more than a battery. You also have a case holding the battery, the connector to hold your tank, the chip to control voltage, and some other stuff) just produces the voltage.
Now, all other things being equal, a tank with a lower ohm coil will produce more vapor at a higher temperature for a specific voltage. You might find you like the vape from the 2.3 ohm coil but when you put the 1.8 on you have to change the voltage to get what you like. If you have a mod that does VW, variable watts, you will probably find that both coils work best at 7 watts so, in stead of setting the voltage to 4 for one coil and changing it to 3.5 when you change to the 1.8 you would set it to 7 watts and the mod would produce 4 volts when it sensed it had a 2.3 ohm tank and 3.5 volts when it sensed a 1.8 ohm tank. When it sensed a .2 ohm tank it would indicate it had a problem since .2 is outside the range for regulated, ones that have a chip in them, mod.
You have found one of the main reasons why VV/VW exists. Juices taste differently at different power levels.
To be pedantic you have a mod, not a battery, and the mod you use, not the battery in it, lets you play with volts and watts. That said you have an excellent mod to enter the wonderful world of different watts and volts. In fact by noticing that you thought the juice tasted better at higher volts, and watts, you are already seeing what different watts and volts do.
The next question is why do people use mechanical mods which have no control over volts and watts? But that is a question for later.
Have fun exploring.