功率频谱:关于电力需求和环境相互作用的详细数据集
M S Jawad1, Chitra Dhawale1, Abdel Rahman Al Ali1
1Datta Meghe Institute of Innovation and Research, FSKTM Faculty, Uthm University, Malaysia.
Data in brief
|December 14, 2023
概括
这一数据集提供了2020-2021年沙迦电力和水务局 (SEWA) 详细的电力需求预测指标. 它包括每小时/每天的需求,环境因素和负载指标,以改善能源管理.
科学领域:
- 能源系统分析 能源系统分析
- 环境科学 环境科学
- 数据科学数据科学数据科学
背景情况:
- 准确的电力需求预测对于高效的电网管理和资源分配至关重要.
- 沙迦电力和水利局 (SEWA) 需要强大的数据来进行运营规划和基础设施开发.
- 环境因素在很大程度上影响了电力消费模式.
研究的目的:
- 为SEWA提供一个全面的电力需求预测数据集.
- 提供精细的数据,包括每小时/每天的需求,环境参数和负载指标.
- 促进能源建模,基础设施规划和需求侧管理方面的研究.
主要方法:
- 使用先进的电气负载计和天气数据采集系统收集数据.
- 包括每小时和每天的电力需求模式.
- 整合环境数据 (温度,湿度,太阳辐射) 和SEWA特定负载指标,包括滞后需求值.
- 使用Excel工具进行的数据处理.
主要成果:
- 详细的数据集涵盖了2020年和2021年SEWA的电力需求.
- 包括环境变量和滞后需求以提高预测准确度.
- 数据支持对影响电力消耗的因素的分析.
结论:
- 该数据集是电力供应和决策的利益相关方的宝贵资源.
- 它的颗粒性质支持先进的电力需求建模和预测.
- 应用包括基础设施规划,可再生能源整合和需求侧管理研究.
相关概念视频
Energy and Power Signals
303
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:
303
Electrical Power
3.1K
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...
3.1K
Maximum Power Flow and Line Loadability
119
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.
119
Average Power
601
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.
601
Electrical Energy
1.2K
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.
1.2K
Secondary Distribution
87
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...
87


