Car will not start,the car will turnover but will not crank...fuel pump is 1 yr old...please advise

All electrical connections must be cleaned when you say won't turn over do you mean the engine cranks and you have power or just a click or nothing at all ? All of us are not there obviously so we all need for you to post in specific terms ok now back to the pssible issue ////after cleaning all the cable connections for the battery the engine ground and the power distribution box cable and bolt lug try to crank the engine if it cranks but no start still exists go back and check the blown fuse you had ? Again what fuel Injectors ,throttle body,fuel pump,fuel pump relay on the same circuit as something else etc.and see if it's still blown again or is the fuse good if it was for the fuel pump check the relay and change it try again if still nothing pour some gas into the throttle body and try to start it if it turns over for thirty seconds and then dies you have a 100% fuel delivery problem if it doesn't run check for spark and check the plugs most likely your fuel pump went

indicates
dirty injectors
bad wiring to injectors
problem crank/ cam position sensors
run the fault codes to get closer to the problem area

If you turn the key and get nothing. That is no crank. If you turn the key and the starter causes the engine to rotate but not start, then you get crank or turnover, You need to clarify.

It can take a long time cranking to get the air out of the lines and injectors.
Also, you could have sucked some junk from the tank into the filter.
Its possible you burned the pump running it empty, but not likely with a 4 yr old car. The pump uses fuel to lube and cool itself.
Could be a vent problem with the tank too.
A shop would disconnect the line before the filter and see if the pump is pumping fuel.

crank sensor-known issue with gm's

What size engine? Sounds like crank sensor or ignition module.

spray brake cleaner into throttle body and try to start. If it starts your fuel pump failed most likely. If it doesnt fire most likely crank sensor or ignition module failed.

replace your MAP sensor(manifold absolute pressure) the map sensor is the computer for your fuel pressure regulator telling how much pressure. Unless your tahoe runs like **** going up hill than it inevitably your fuel pump

Try cam and/or crank sensor. If crank to cam timing isn't detected properly it'll crank all day but won't start. I had similar problem on my 2.5L V6 Avenger....drove home fine, no engine light, next morning it cranked, but wouldn't start. The crank sensor was faulty.

it can be the fuel filter or pump but i am going to need more information because it could be many other things as well.
I want you to have someone turn the key into the on position but do not start the car. stand at the back of the car a listen for a humming noise. if you hear it than the fuel pump is working. let me know what you find out.