中国城市电力消耗的多分辨率数据集
Kaile Zhou1,2,3, Rong Hu4,5,6, Xinhui Lu1,2,3
1School of Management, Hefei University of Technology, Hefei, China.
Scientific data
|December 10, 2025
概括
这项研究提供了2022年中国296个城市的每日和每月电力消耗估计. 新的数据集通过填补关键数据缺口来支持城市能源转型和需求响应战略.
科学领域:
- 能源系统分析 能源系统分析
- 城市规划 城市规划
- 地理空间数据科学数据科学
背景情况:
- 高分辨率的电力消耗数据对于城市能源管理至关重要,但往往无法获得,特别是在发展中国家.
- 现有的数据集缺乏详细的城市能源研究所需的时间和空间细节性.
- 中国面临城市级电力消耗分析的数据稀缺性挑战.
研究的目的:
- 为了在2022年为296个中国城市生成每日和每月的电力消耗估计.
- 开发一个可扩展的框架来估计城市电力消耗,使用多源开放式数据.
- 解决城市能源转型和需求侧管理的关键数据缺口.
主要方法:
- 综合开放式访问多源数据,包括夜间光照图像和气象变量.
- 开发了一个自上而下的框架,用于估计城市一级的电力消耗.
- 根据官方年度统计数据验证生成的估计值.
主要成果:
- 根据2022年每日和每月的分辨率,对296个中国城市的发电消费估计.
- 估计值与官方年度统计数据之间有很强的一致性.
- 创建了一个公开可访问的城市电力消费动态数据集.
结论:
- 开发的数据集和框架为城市电力消耗提供了有价值的,低成本的代理.
- 该资源支持学术研究,探索性分析和理解时空空间电力模式.
- 这些发现有助于改进城市能源转型和需求响应战略.
相关概念视频
Electrical Energy
1.6K
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.
1.6K
Secondary Distribution
527
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...
527
Electrical Power
3.6K
Electric power is the product of current and voltage, represented in units of joules per second, or watts. For example, cars often have one or more auxiliary power outlets with which you can charge a cell phone or other electronic devices. These outlets may be rated at 20 amps and 12 volts, so that the circuit can deliver a maximum power of 240 watts. Consider a 25 Watt bulb and a 60 Watt bulb. The conversion of electrical energy produces heat and light, while the kinetic energy lost by the...
3.6K
Average Power
984
In practical electrical applications, the concept of time-varying instantaneous power is not frequently utilized. Instead, focus shifts to the more practical quantity known as average power. Average power is determined by integrating the instantaneous power over a specified time period and subsequently dividing it by that duration.
984
Energy and Power Signals
1.0K
In an electrical system with a resistor, voltage and current signals facilitate the measurement of power and energy across the resistor. For a continuous-time signal, the total energy over a time interval is defined as the integral of the square of the signal's magnitude over that interval. Mathematically, this is expressed as:
1.0K
Maximum Power Flow and Line Loadability
574
The maximum power flow for lossy transmission lines is derived using ABCD parameters in phasor form. These parameters create a matrix relationship between the sending-end and receiving-end voltages and currents, allowing the determination of the receiving-end current. This relationship facilitates calculating the complex power delivered to the receiving end, from which real and reactive power components are derived.
574


