新至储能业主方可调控数据

1. 负荷预测：通过对业主方生产负荷的分析，预测业主方的长时间能源需求，为电力现货、调峰调频辅助服务、爬坡辅助服务、容量市场、虚拟电厂等提供依据。
2. 节能、降本评估：通过对业主方生产负荷、业主变压器的剩余容量等数据的分析，对已有的节能、降本措施进行评估，指导进一步的节能、降本工作。1、数据采集：采集时间、厂区名称、厂区生产负荷/min、变压器额定容量、储能方运行功率、变压器实际额定功率系数等数据；
2、数据处理：对采集到数据进行去重、得到运营数据，便于分析使用；
3、算法加工：将处理好的数据进行算法加工，变压器实际可使用功率=变压器额定容量*变压器实际额定功率系数；剩余可调控额定负载 = 变压器实际可使用功率 - (厂区方生产负荷/min + 储能方运行功率) * 变压器实际额定功率系数；

1. Load Forecasting: Analyze the production load of the project owner to predict their long-term energy demand, providing a basis for electricity spot market, peak-shaving and frequency-regulation ancillary services, ramp ancillary services, capacity market, virtual power plants and other relevant scenarios.
2. Energy Saving and Cost Reduction Assessment: Analyze data such as the production load of the project owner and the remaining capacity of the owner's transformer to evaluate existing energy-saving and cost-reduction measures, and guide subsequent energy-saving and cost-reduction work.
1. Data Collection: Collect data including collection timestamp, plant name, plant production load per minute, transformer rated capacity, energy storage system operating power, actual rated power coefficient of the transformer, etc.;
2. Data Processing: Deduplicate the collected data to generate standardized operational data for subsequent analysis and utilization;
3. Algorithm Processing: Perform algorithmic processing on the preprocessed data, with the following formulas:
Actual Usable Transformer Power = Transformer Rated Capacity × Actual Rated Power Coefficient of the Transformer;
Remaining Adjustable Rated Load = Actual Usable Transformer Power - (Plant Production Load per Minute + Energy Storage System Operating Power) × Actual Rated Power Coefficient of the Transformer.

搜集汇总

数据集介绍

特点

该数据集包含储能业主方的可调控数据，主要用于负荷预测和节能降本评估，数据规模为19875条，每秒更新一次。