Zobrazeno 1 - 10
of 549
pro vyhledávání: '"Dong, ZhaoYang"'
Quantum information entropy is regarded as a measure of coherence between the observed system and the environment or between many-body. It is commonly described as the uncertainty and purity of a mixed state of a quantum system. Different from tradit
Externí odkaz:
http://arxiv.org/abs/2411.09150
Autor:
Qiu, Zihang, Li, Chaojie, Wang, Zhongyang, Mo, Huadong, Xie, Renyou, Chen, Guo, Dong, Zhaoyang
This paper introduces Fusion PEFT Energy LLM (FPE-LLM), a large language model (LLM) fine-tuned for energy system forecasting using a combination of Prefix and Lora Parameter-Efficient Fine-Tuning (PEFT) methods. FPE-LLM addresses three key challenge
Externí odkaz:
http://arxiv.org/abs/2411.00852
To incentivize flexible resources such as Battery Energy Storage Systems (BESSs) to offer Frequency Control Ancillary Services (FCAS), Australia's National Electricity Market (NEM) has implemented changes in recent years towards shorter-term bidding
Externí odkaz:
http://arxiv.org/abs/2406.00974
Distribution system state estimation (DSSE) plays a crucial role in the real-time monitoring, control, and operation of distribution networks. Besides intensive computational requirements, conventional DSSE methods need high-quality measurements to o
Externí odkaz:
http://arxiv.org/abs/2405.06999
Mitigating cybersecurity risk in electric vehicle (EV) charging demand forecasting plays a crucial role in the safe operation of collective EV chargings, the stability of the power grid, and the cost-effective infrastructure expansion. However, exist
Externí odkaz:
http://arxiv.org/abs/2405.00742
Autor:
Lu, Shuai, Ding, Jiayi, Chen, Mingji, Gu, Wei, Zhu, Junpeng, Xu, Yijun, Dong, Zhaoyang, Sun, Zezheng
This letter first explores the solution uniqueness of the data-driven modeling of price-responsive flexible loads (PFL). The PFL on the demand side is critical in modern power systems. An accurate PFL model is fundamental for system operations. Howev
Externí odkaz:
http://arxiv.org/abs/2403.15029
Fast and reliable transmission network reconfiguration is critical in improving power grid resilience to cyber-attacks. If the network reconfiguration following cyber-attacks is imperfect, secondary incidents may delay or interrupt post-attack restor
Externí odkaz:
http://arxiv.org/abs/2401.16446
Publikováno v:
IEEE Transactions on Smart Grid, 2023
This paper presents a carbon-energy coupling management framework for an industrial park, where the carbon flow model accompanying multi-energy flows is adopted to track and suppress carbon emissions on the user side. To deal with the quadratic const
Externí odkaz:
http://arxiv.org/abs/2312.12795
Energy storage systems (ESS) are pivotal component in the energy market, serving as both energy suppliers and consumers. ESS operators can reap benefits from energy arbitrage by optimizing operations of storage equipment. To further enhance ESS flexi
Externí odkaz:
http://arxiv.org/abs/2310.14783
The thermal inertia of buildings brings considerable flexibility to the heating and cooling load, which is known to be a promising demand response resource. The aggregate model that can describe the thermal dynamics of the building cluster is an impo
Externí odkaz:
http://arxiv.org/abs/2310.08418