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Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
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In scenarios involving parallel transformers with disparate ratings, developing per-unit models requires accommodating off-nominal turns ratios. This situation arises when the selected base voltages are not proportional to the transformer’s voltage ratings. Consider a transformer where the rated voltages are related by the term a. If the chosen voltage bases satisfy a relationship involving term b, term c is defined as the ratio of these bases. This ratio is then substituted into the...
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In the growing field of wind energy, incorporating wind turbine models into transient stability analysis is essential. Induction and synchronous machines are the primary models used, with induction machines being prevalent due to their simplicity and reliability.
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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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Transformers in distribution systems can be broadly categorized into distribution substation transformers and other distribution transformers. They are crucial for stepping down high transmission voltages to levels suitable for distribution and end-user applications.
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Generator voltage control is crucial for maintaining the stable operation of synchronous generators and wind turbines. In older models, a DC generator driven by the rotor delivers DC power to the rotor's field winding, and the power is transferred through slip rings and brushes. In the latest models, static or brushless exciters are used. Static exciters rectify AC power from the generator terminals and then transfer the DC power directly to the rotor. Brushless exciters, on the other hand,...
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基于自动和变压器的自动产品生成:一个批判性审查

Markus Sommer1, Martin Arendasy1

  • 1Department of Psychology, University of Graz, Universitätsplatz 2, 8010 Graz, Austria.

Journal of Intelligence
|August 27, 2025
PubMed
概括

本综述探讨了自动项目生成 (AIG) 方法,包括基于变压器的方法,以应对现代心理测试的挑战. 它评估了它们节省成本和提高测试有效性的潜力.

科学领域:

  • 心理测量
  • 人工智能
  • 教育测量

背景情况:

  • 由于使用模式不断变化,现代心理测试面临挑战.
  • 传统的项目开发是耗时且昂贵的.
  • 对高效有效的项目生成方法的需求正在增加.

研究的目的:

  • 批判性地审查不同的自动项目生成方法 (AIG).
  • 根据目前的心理测试挑战评估AIG方法.
  • 确定理想的AIG系统的要求.

主要方法:

  • 审查概念上不同的自动和基于变压器的AIG方法.
  • 对每种方法对挑战的贡献进行单独的审查.
  • 专注于节省成本 (构建,校准) 和提高测试有效性.

主要成果:

  • 分析AIG方法如何应对项目构建和校准方面的挑战.
  • 对AIG对测试有效性的影响的评估.
  • 确定各个AIG方法的共同主题和研究差距.

结论:

  • AIG,特别是基于变压器的方法,在解决心理测试挑战方面表现有前途.
关键词:
自动生成项目计算机化适应性测试大型语言模型线性飞行测试测试结构基于变压器的自动产品

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  • 需要进一步的研究来优化AIG的成本效益和有效性.
  • 标准化的评估框架对于AIG的发展至关重要.