中国河北省能源企业数据集数据集
M A Dongliang1,2, Yang Hui3
1School of Information and Artificial Intelligence, Hebei Finance University, Baoding 071051, China.
Data in brief
|July 23, 2025
概括
这项研究详细介绍了中国河北省9180家能源公司的数据集,涵盖1958-2019年. 这些数据有助于能源经济学,空间分析和机器学习方面的研究.
科学领域:
- 能源经济学 能源经济学
- 空间数据科学空间数据科学
- 业务分析 业务分析
背景情况:
- 现实世界商业登记数据的有限可用性用于研究.
- 能源部门需要全面的数据集,用于经济和空间分析.
- 数据对机器学习和数据挖掘应用在能源研究中的重要性.
研究的目的:
- 介绍中国河北省能源企业公司的分布总结数据集.
- 为新能源经济分析,空间地理特征和数据挖掘领域的研究和教育提供宝贵的资源.
- 促进对能源企业的特征和分布的研究.
主要方法:
- 从中国河北省的企业注册中收集数据.
- 包括六个特征变量:县区,行业分类,注册资本,企业类型,企业地位和成立时间.
- 匿名化敏感数据,删除公司名称和法定代表.
主要成果:
- 一个数据集,包含1958年1月1日至2019年8月8日期间成立的近9180家能源商业公司.
- 详细的分布信息跨越河北省内的各种区域边界.
- 基于商业登记的关键属性对企业的描述.
结论:
- 数据集是学术研究和教育目的的重要资源.
- 能够在新能源经济学,空间模式和数据驱动的洞察力方面进行高级分析.
- 解决了真实业务数据的稀缺问题,促进了进一步的科学研究.
相关概念视频
Energy Budgets
9.7K
Organisms must balance energy intake with the energy required for growth, maintenance and reproduction. These trade-offs result in a variety of survivorship and reproductive strategies, including semelparity and iteroparity. Semelparous species, like annual plants, have only one reproductive episode in their lifetimes and consequently have short lifespans. Iteroparous species, by contrast, have many reproductive events during their lifetimes but have relatively few offspring. These two...
9.7K
Energy Diagrams - I
5.1K
The dynamics of a mechanical system can be easily understood by interpreting a potential energy diagram. Since energy is a scalar quantity, the interpretation of the dynamics of the system becomes even simpler.
Take the example of a skater on a parabolic ramp. The potential energy at different points along the ramp will be proportional to the height of the ramp, which varies quadratically with the horizontal position on the ramp. As the skater moves down the ramp from the highest position,...
Take the example of a skater on a parabolic ramp. The potential energy at different points along the ramp will be proportional to the height of the ramp, which varies quadratically with the horizontal position on the ramp. As the skater moves down the ramp from the highest position,...
5.1K
Electrical Energy
1.3K
Using electric appliances for a longer period of time consumes more electrical energy and results in a higher electric bill. The energy produced by the transfer of electrons from one point to another is known as electrical energy. If power is delivered at a constant rate, the electrical energy can be defined as the product of power used by the device for a period of time. The energy unit on electric bills is the kilowatt-hour, where one kilowatt-hour is equivalent to 3.6 × 106 joules.
1.3K
Energy Diagrams - II
4.7K
Energy diagrams are important to understand the dynamics of a system. The topology of an energy diagram helps illustrate the equilibrium points of the system.
The point in the energy diagram at which the system’s potential energy is the lowest is known as the local minima. The system tends to stay in this position indefinitely unless acted upon by a net force. The slope of the potential energy diagram at the local minima is zero, indicating that zero net force is acting on the system. The...
The point in the energy diagram at which the system’s potential energy is the lowest is known as the local minima. The system tends to stay in this position indefinitely unless acted upon by a net force. The slope of the potential energy diagram at the local minima is zero, indicating that zero net force is acting on the system. The...
4.7K
Secondary Distribution
138
Secondary distribution systems provide electrical energy at the utilization voltage levels from distribution transformers to customer meters. Typical secondary voltages in the United States include 120/240 V for residential use, 208Y/120 V for residential and commercial use, and 480Y/277 V for industrial and high-rise commercial use.
In residential areas, 120/240 V single-phase, three-wire service is commonly used for lighting, outlets, and large appliances. Urban areas with high-density loads...
In residential areas, 120/240 V single-phase, three-wire service is commonly used for lighting, outlets, and large appliances. Urban areas with high-density loads...
138
Energy
14.0K
The universe is composed of matter in different forms, and all forms of matter contain energy. The different forms of energy on Earth originate from the Sun—the ultimate energy source. For instance, plants capture light energy from the Sun, and through the process of photosynthesis, convert it into chemical energy. This stored energy from plants can be harnessed in many ways. For example, eating plant products as food provides energy for our body to function, and burning wood or...
14.0K


