With the global economy and industry development, environment-friendly and sustainable development has become the mainstream of energy exploration and utilization. New clean geo-energy exploitation has become one crucial transformation attempt of the traditional petroleum industry. However, different from the traditional petroleum development, key problems of low efficiency and high risk, caused by complex geological environment and bottom-hole-assembly (BHA) vibration, are the main barriers of unconventional resources exploitation. In the present paper, a novel method of optimized drilling technology with intelligent vibration control (ODVC) is proposed based on technique surveys and a review of traditional methods. As a discussion result of technical features and key issues, ODVC could be a good alternative to contribute to the new clean geo-energy resources exploitation.