Grey system theory based net load forecasting for high renewable penetrated power systems

S Sreekumar, KC Sharma, R Bhakar - … and Economics of Smart Grids and …, 2020 - Springer
Net-load is the imbalance between aggregated load and renewable generation. System
operations like economic dispatch necessitate accurate forecasting of net-load. There has …

基于智能优化方法的相似日短期负荷预测

陈弘川, 蔡旭, 孙国歧, 魏晓宾, 曹云峰… - 电力系统保护与 …, 2021 - epjournal.csee.org.cn
针对传统相似日法中各因素相似度及其权重需要人工赋值的不足, 在充分考虑日期类型,
日期距离, 气象因素等几种主要常规影响因子的前提下, 建立了一种基于智能优化方法的相似日 …

Gumbel copula based aggregated net load forecasting for modern power systems

S Sreekumar, KC Sharma… - IET Generation …, 2018 - Wiley Online Library
Wind and solar have major share among the growing renewable penetration, due to their
extensive availability and improved technologies. Both wind and solar generation are highly …

Gumbel copula based multi interval ramp product for power system flexibility enhancement

S Sreekumar, KC Sharma, R Bhakar - … Journal of Electrical Power & Energy …, 2019 - Elsevier
High renewable penetration in modern power systems increases uncertainty and variability
of net load, causing frequent real time system imbalances. This necessitates increased …

基于RW-SSA-GRNN 的短期电力负荷预测

闫秀英, 樊晟志 - 分布式能源, 2022 - epjournal.csee.org.cn
智能电网技术的迅速发展, 对短期电力负荷预测的速度, 精度和稳定性都提出了更高的要求.
针对智能用电环境下负荷随机性强, 数据量较少情况下短期电力负荷预测精度差 …

[PDF][PDF] Forecasting Electrical Energy Consumptions

K Stoilova, T Stoilov, G Angelova, R Petrov… - … Transactions on Power …, 2024 - wseas.com
Electrical energy management of an organization is related to the appropriate planning of
required payments and allocation of resources accordingly. It is important for good …

[引用][C] Short-Term Power Load Forecasting Based on RW-SSA-GRNN

YAN Xiuying, FAN Shengzhi - Distributed Energy Resources, 2023