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Updated: Jun 29, 2025

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革命能源实践:在企业能源转型中释放人工智能的力量
Zhongzhu Chu1, Zihan Zhang2, Weijie Tan3
1School of International and Public Affairs, Shanghai Jiao Tong University, Shanghai, 200030, China.
Journal of environmental management
|April 7, 2024
概括
人工智能 (AI) 通过缓解信息不对称和减少融资约束来推动企业的能源转型. 人工智能协作创新显著提高了可持续发展的环境绩效和经济目标.
科学领域:
- 环境经济学环境经济学
- 技术创新技术创新技术创新
- 企业的可持续性 企业的可持续发展
背景情况:
- 企业能源转型对于可持续发展至关重要.
- 人工智能 (AI) 提供了提高环境绩效的潜力.
- 人工智能对企业能源转型的具体影响和机制需要进一步调查.
研究的目的:
- 调查人工智能对企业能源转型的影响.
- 探索人工智能影响这种转型的潜在机制.
- 为企业和政策制定者提供战略指导.
主要方法:
- 对中国A股上市公司 (2011-2021) 的分析.
- 使用年度报告和专利数据构建企业能源转型和人工智能应用的指标.
- 经验研究结合了信息不对称性和机构理论.
主要成果:
- 人工智能的采用积极推动了企业的能源转型.
- 人工智能协作创新在这种转型中起着至关重要的作用.
- 人工智能通过减少信息不对称,缓解融资约束和影响可持续实践来促进能源转型.
结论:
- 人工智能是企业能源转型的重要推动者.
- 人工智能的影响在不同的企业,行业和区域特点上有所不同.
- 在社会能源转型期间,人工智能的战略利用可以优化环境和经济成果.
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