Any construction project generates significant greenhouse gas - concrete and its production are major GHG generators, and disturbing the soil, displacing living plants also tends to generate emissions.
Building a new power plant in addition to all your existing ones will never reduce GHG emissions, regardless of how clean the new one is. We need to start tearing down old power plants and reducing consumption overall, not finding new things to spend countries' worth of energy on.