电力数据服务用户能效分析

公司采用“物联网+大数据+云计算”建设理念，依托数据中台汇集全省的实时电能数据，融合电网数字化建设成效与云计算、移动互联网等新型信息技术，同时基于全省各地市大工业用户基本信息数据、负荷数据、用电量数据、电费数据等，通过动态时间规整时间序列聚类算法，形成用户效能指数，用于衡量各大工业用户的电能利用情况，节省电费。The company adopts the construction concept of "Internet of Things (IoT) + Big Data + Cloud Computing". Relying on the data middle platform, it collects real-time power data across the entire province, integrating the achievements of grid digital construction with emerging information technologies such as cloud computing and mobile Internet. Meanwhile, based on the basic information, load, power consumption and electricity fee data of large industrial users in each prefecture-level city of the province, it applies the Dynamic Time Warping (DTW)-based time series clustering algorithm to develop a user efficiency index. This index is used to evaluate the power utilization status of major industrial users and achieve electricity cost savings.

搜集汇总

背景与挑战

背景概述

该数据集由山东思极科技开发，整合全省大工业用户用电信息，采用动态时间规整算法生成能效指数，用于优化企业用电模式和降低运营成本。主要服务于企业用户，无需额外授权即可使用。