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调控领域人工智能应用的高复用性验证平台
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作者 高志远 庄卫金 +4 位作者 李峰 于芳 张鸿 王艳 夏旻 《中国电力》 北大核心 2025年第3期142-150,共9页
近年来,电网调控领域智能化发展趋势明显,但由于人工智能(artificial intelligence,AI)技术本身的黑盒性质,正确性和可靠性验证问题日渐重要,能够支持各种不同人工智能模型验证的复用性支持平台尤为重要。通过对验证需求和问题的分析,... 近年来,电网调控领域智能化发展趋势明显,但由于人工智能(artificial intelligence,AI)技术本身的黑盒性质,正确性和可靠性验证问题日渐重要,能够支持各种不同人工智能模型验证的复用性支持平台尤为重要。通过对验证需求和问题的分析,提出一种包含基础设施、平台服务和应用服务的3层验证平台架构,分析了该架构下AI模型验证的运行模式,开展了案例和样本复用、容器化和镜像、多框架和算法集成等关键技术研究,并进行了开发和实施。该平台实现了算力和数据资源的统一管理和复用、兼容支持多种不同AI框架和算法库、验证场景的动态生成等,为后续调控领域人工智能技术推广应用奠定了基础。 展开更多
关键词 电网调控 人工智能 机器学习 新型电力系统 信息通信技术 能量管理系统
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Analysis of Model Indicators in Assessment Impact of the Teleworking on Carbon Emissions Reduction Transportation Activities
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作者 Abidin Deljanin Igor Pejić Mirza Berković 《Journal of Traffic and Transportation Engineering》 2024年第1期30-40,共11页
This paper analyzes the key indicators of the impact assessment the teleworking as practice of performing regular work from home or from a location close to home,on reducing the number of travel and reduced carbon emi... This paper analyzes the key indicators of the impact assessment the teleworking as practice of performing regular work from home or from a location close to home,on reducing the number of travel and reduced carbon emissions transportation activities.Models and methodologies described in the literature are a good basis for a better and more comprehensive and understanding of the positives and negative effects teleworking and real opportunities of its wider application,however there is a lack of systemic analysis.Development of a set of indicators for assessing emission reduction induced by the measures to promote sustainable transport.Due to the complexity of the transport sector,a change in any indicator models have side effects on other indicators(unwanted and multiplier effects)and what is the theme of our research work. 展开更多
关键词 TELEWORKING ict-em GHG ASIF BAU.
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