Artificial intelligence;
Energy consumption;
Technological innovation;
Digital Transformation;
ECONOMIC-GROWTH;
DIGITAL TRANSFORMATION;
EMPIRICAL-ANALYSIS;
RENEWABLE ENERGY;
WORK HUMAN;
TECHNOLOGY;
EMISSIONS;
INNOVATION;
EFFICIENCY;
INTENSITY;
D O I:
10.1016/j.eap.2024.07.005
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
Artificial intelligence is playing a significant role in addressing the energy crisis. This study selected data from manufacturing companies listed on China 's A-share market from 2011 to 2022 and calculated the total energy consumption for the first time. The data include the usage of coal, natural gas, gasoline, diesel and water consumption, electricity usage, and centralized heating. The data were then matched and merged with robot usage data from the International Federation of Robotics to empirically study the impact and mechanism of artificial intelligence on energy consumption levels. Our findings reveal that energy consumption decreases by 0.20 % with a oneunit increase in artificial intelligence applications by a corporation, indicating artificial intelligence can significantly reduce energy consumption. The mechanisms by which artificial intelligence affects energy consumption include technological innovation and digital transformation. Additionally, a heterogeneity analysis revealed that applying artificial intelligence in state-owned enterprises, high-tech companies, and non-heavy-pollution industries can further reduce energy consumption. Our study also provides important practical implications for formulating and optimizing global energy policies to achieve sustainable development goals.
机构:
Xi An Jiao Tong Univ, Sch Econ & Finance, Xian, Peoples R ChinaXi An Jiao Tong Univ, Sch Econ & Finance, Xian, Peoples R China
Yang, Shaohua
Hussain, Murtaza
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机构:Xi An Jiao Tong Univ, Sch Econ & Finance, Xian, Peoples R China
Hussain, Murtaza
Zahid, R. M. Ammar
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机构:
Xi An Jiao Tong Univ, Sch Econ & Finance, Xian, Peoples R China
Yunnan Technol & Business Univ, Kunming, Peoples R ChinaXi An Jiao Tong Univ, Sch Econ & Finance, Xian, Peoples R China
Zahid, R. M. Ammar
Maqsood, Umer Sahil
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Econ & Finance, Xian, Peoples R ChinaXi An Jiao Tong Univ, Sch Econ & Finance, Xian, Peoples R China
机构:
Yunnan Univ Finance & Econ, Sch Accountancy, Kunming 650221, Peoples R China
Zhaotong Univ, Sch Management, Zhaotong 657000, Peoples R ChinaYunnan Univ Finance & Econ, Sch Accountancy, Kunming 650221, Peoples R China
Chen, Hong
Zhang, Mengyun
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机构:
Yunnan Univ Finance & Econ, Sch Accountancy, Kunming 650221, Peoples R ChinaYunnan Univ Finance & Econ, Sch Accountancy, Kunming 650221, Peoples R China
Zhang, Mengyun
Zeng, Jun
论文数: 0引用数: 0
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机构:
Yunnan Univ Finance & Econ, Sch Accountancy, Kunming 650221, Peoples R ChinaYunnan Univ Finance & Econ, Sch Accountancy, Kunming 650221, Peoples R China
Zeng, Jun
Wang, Wenhua
论文数: 0引用数: 0
h-index: 0
机构:
Yunnan Univ Finance & Econ, Sch Accountancy, Kunming 650221, Peoples R China
Univ Int Business & Econ, Business Sch, Beijing 100029, Peoples R ChinaYunnan Univ Finance & Econ, Sch Accountancy, Kunming 650221, Peoples R China
机构:
Southeast Univ, Sch Econ & Management, Nanjing 211189, Peoples R ChinaSoutheast Univ, Sch Econ & Management, Nanjing 211189, Peoples R China
Lai, Xiaobing
Yue, Shujing
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Sch Econ & Management, Nanjing 211189, Peoples R China
Southeast Univ, Natl Sch Dev & Policy, Nanjing 211189, Peoples R China
Southeast Univ, Inst Socialist Dev Chinese Characterist, Nanjing 211189, Peoples R ChinaSoutheast Univ, Sch Econ & Management, Nanjing 211189, Peoples R China
Yue, Shujing
Guo, Chong
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h-index: 0
机构:
Southeast Univ, Sch Econ & Management, Nanjing 211189, Peoples R ChinaSoutheast Univ, Sch Econ & Management, Nanjing 211189, Peoples R China
Guo, Chong
Zhang, Xinhe
论文数: 0引用数: 0
h-index: 0
机构:Southeast Univ, Sch Econ & Management, Nanjing 211189, Peoples R China