The reduction of carbon emissions has been a common vision for the whole world. When the public use much more energy to satisfy their daily life, household energy consumption has become the second largest part in our country. In order to lower down the total carbon emission of China and make a better place to live, it is very important to help the public making rational low-carbon behavior choices. With theoretical analysis and literature review, the article constructed a theoretical framework for the public energy consumption. The results showed that, as the major environmental awareness, the environmental concern quality had deep inner connections with residents’ energy saving behaviors. By using the Grounded theory, from the face to face interviews of 41 interviewees, with the open coding and axis coding technology, the research revealed main factors influencing the formation of environmental concern quality. Further, authors used structural equation to test the influence significance between such major factors and the public energy saving behaviors. From putting forward 6 main hypotheses and building up 3 structural equation models, the article wiped out the wrong hypotheses and calculated each path coefficient. Based on the analysis, there were three conclusions. The first, there were 9 elements, economic development, geographical conditions, household income, the number of family member, education level, age, job type, gender and ecological behavior awareness, affecting the level of environmental concern. The second, the maturity of ecological technology and the convenience of ecological facilities could adjust the driving force of environmental concern for the residents’ energy saving behaviors. The third, shaping the ecological culture, promoting the eco-technological innovation, establishing the post-materialist consumption values and lifting the economic rewarding of energy saving behaviors would contribute to the green energy terminal consumption.