Zobrazeno 1 - 10
of 43
pro vyhledávání: '"Bian, Desong"'
Autor:
Bian, Desong
A smart grid is different from a traditional power system in that it allows incorporation of intelligent features and functions, e.g., meter reading, adaptive demand response, integration of distributed energy sources, substation automation, etc. All
Externí odkaz:
http://hdl.handle.net/10919/74930
Recently, deep reinforcement learning (DRL)-based approach has shown promisein solving complex decision and control problems in power engineering domain.In this paper, we present an in-depth analysis of DRL-based voltage control fromaspects of algori
Externí odkaz:
http://arxiv.org/abs/2012.13026
Autor:
Diao, Ruisheng, Shi, Di, Zhang, Bei, Wang, Siqi, Li, Haifeng, Xu, Chunlei, Lan, Tu, Bian, Desong, Duan, Jiajun
Deriving fast and effectively coordinated control actions remains a grand challenge affecting the secure and economic operation of today's large-scale power grid. This paper presents a novel artificial intelligence (AI) based methodology to achieve m
Externí odkaz:
http://arxiv.org/abs/2012.06458
In this paper, the building thermal dynamic characteristics are introduced in the community microgrid (MG) planning model. The proposed planning model is formulated as a mixed integer linear programming (MILP) which seeks to determine the optimal dep
Externí odkaz:
http://arxiv.org/abs/1910.08702
Since transmission lines are crucial links in the power system, one line outage event may bring about interruption or even cascading failure of the power system. If a quick and accurate line outage detection and localization can be achieved, the syst
Externí odkaz:
http://arxiv.org/abs/1903.10336
Neglecting consumers' comfort always leads to failure or slow-response to demand response request. In this paper, we propose several comprehensive comfort level models for various appliances in campus-based commercial buildings (CBs). The objective o
Externí odkaz:
http://arxiv.org/abs/1902.10210
Design of an effective and reliable communication network supporting smart grid applications requires a selection of appropriate communication technologies and protocols. The objective of this paper is to study and quantify the capabilities of an Adv
Externí odkaz:
http://arxiv.org/abs/1901.11509
The widespread deployment of phasor measurement unit (PMU) overpower systems makes it possible to monitor and analyze grid dynamics in real-time. Low-frequency oscillation is harmful to power system equipment and operation, and in the worst-case scen
Externí odkaz:
http://arxiv.org/abs/1812.11266
Demand response has been implemented by distribution system operators to reduce peak demand and mitigate contingency issues on distribution lines and substations. Specifically, the campus based commercial buildings make the major contributions to pea
Externí odkaz:
http://arxiv.org/abs/1812.08411
Distributed control, as a potential solution to decreasing communication demands in microgrids, has drawn much attention in recent years. Advantages of distributed control have been extensively discussed, while its impacts on microgrid performance an
Externí odkaz:
http://arxiv.org/abs/1809.01235