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final
- 电力系统短期符合预测，输入数据为地区的以往负荷曲线以及气象数据，考虑节假日的影响，使用ANN、SVM和倍比平滑法进行预测。-Short Term forecast in line with the input data for the previous load curve and meteorological data area, consider the impact of the holidays, the use of ANN, SVM and smoothing times highe
pso-svm-prediction
- 该程序是基于粒子群算法优化支持向量机中的正则化参数C和核函数参数K的算法，实现了对电力负荷的短期预测，预测效果较好，可根据自己要求进行更改。-The algorithm is based on particle swarm optimization algorithm to optimize regularization parameter C and kernel function parameter K in support vector machine. It realizes the s
EV-charging-load-forecast
- 基于蒙特卡洛方法，模拟电动汽车一天随机出行情况，并预测电动汽车一天的充电负荷及曲线。可自行调整车辆数、充电频率、充电功率、起始充电时间、行驶里程等信息。-EV charging load forecast based on monte carol
tstoptimization
- 本文采用模糊数学和优化理论建立起一套预测模型由计算机自动预测电力负荷-This article USES the fuzzy mathematics and the optimization theory to set up a forecasting model by computer automatic power load forecast
articoe
- 本文采用模糊数学和优化理论建立起一套预测模型由计算机自动预测电力负荷-This article USES the fuzzy mathematics and the optimization theory to set up a forecasting model by computer automatic power load forecast
dgejrmine-defer-background
- 用混沌理论和广义回归神经网络进行短期负荷的预测,取得了满意的效果-Using chaos theory and generalized regression neural network for short-term load forecast, satisfactory results have been achieved
lyagk
- 用混沌理论和广义回归神经网络进行短期负荷的预测,取得了满意的效果-Using chaos theory and generalized regression neural network for short-term load forecast, satisfactory results have been achieved
001987
- 本文采用模糊数学和优化理论建立起一套预测模型由计算机自动预测电力负荷(This article USES the fuzzy mathematics and the optimization theory to set up a forecasting model by computer automatic power load forecast)
achtevedkchieveu
- 用混沌理论和广义回归神经网络进行短期负荷的预测,取得了满意的效果(Using chaos theory and generalized regression neural network for short-term load forecast, satisfactory results have been achieved)
SVM
- 回归分析，该支持向量机算法可用于预测，电力负荷、风力发电预测等(Regression analysis, the support vector machine algorithm can be used to forecast the power load, wind power prediction)
bp神经网络
- 根据Ecotect 模拟的12种不同的建筑形状进行能量分析，数据集包括768个样本和8个特征属性，旨在预测房屋的热负荷和冷负荷。BP神经网络(According to the 12 different building shapes simulated by Ecotect, we carry out energy analysis. The dataset includes 768 samples and 8 characteristic attributes, aiming at predi
cabature kalman
- 容积卡尔曼滤波测量方程基于统计数据，利用蒙特卡罗方法抽取私家电动汽车一次出行里程数，根据电池充电特性及车辆行驶习惯获得电动汽车充电的起始荷电状态、充电功率和起始充电时间，建立了一个较为精确的预测无线充电私家电动汽车充电负荷的数学模型，(The volume Calman filter measurement equation is based on the statistical data, using Monte Carlo method to extract the first trip m
PSO-SVM
- 基于支持向量机负荷功率预测，使用粒子群算法进行参数寻优，供参考(Load Forecasting Based on Support Vector Machine)
电力系统
- 电力系统负荷及价格预测专业MATLAB程序(Professional MATLAB program for power system load and price prediction)
负责日常数据
- 南京用电负荷数据，用来进行预测用的，数据比较准确，可以使用多种方法进行预测