作者hao0306 (hao0306)
看板graduate
标题[情报] 清大电机多目标控制实验室招生
时间Tue Jun 6 14:34:07 2017
清大电机多目标控制实验室
联络方式:
邱伟育老师 Wei-Yu Chiu
03-4638800 ext 7127 (This contact No. is valid before July 31, 2017)
[email protected]
http://oz.nthu.edu.tw/~d9564901/
研究兴趣:
群机器人控制 (Swarm Robot Control)
智慧电网 (Smart Grid)
智慧计算与人工智慧 (Computational Intelligence and Artificial Intelligence)
# Swarm Robot Control
This research topic focuses on controlling a swarm of mobile robots (40-50 rob
ots) that are good at particular functions. Having robot diversity should pay
off when robots are deployed to address a dynamically changing environment. Sp
ecific topics include:
1) Systems perspective on a swarm of robots for outdoor exploration;
2) Multiobjective control approach to leader selection in formation control;
3) Adaptive formation control.
# Smart Grid
Smart grid research has gained much momentum because it can lead to significan
t reduction in carbon emissions, efficient energy use, resilient and self-heal
ing power systems, new energy markets, etc. Due to the integration of renewabl
e energy sources into power grids, the underlying power system can suffer from
intermittent, stochastic power inputs from time to time, introducing new chal
lenges. My research interests include:
1) Multiobjective aggregator design;
2) Privacy protection and utility maximization; 3) Electric vehicle charging s
cheduling.
We have several renowned collaborative institutions such as Princeton Universi
ty (USA), Durham University (UK), and Industrial Technology Research Institute
(Taiwan).
# Computational Intelligence and Artificial Intelligence
This research focuses on algorithm development for real-world applications, e.
g., route planning for a swarm of robots and smart grid system designs. Relate
d algorithms involve multiobjective evolutionary algorithms, machine learning
algorithms, and deep learning algorithms. Our research collaborators include S
chool of Electrical and Computer Engineering, Oklahoma State University (USA)
and Industrial Technology Research Institute (Taiwan). Our group has published
1 journal paper in IEEE Trans. Evolutionary Computation (top 1%), illustratin
g our early success and strong background.
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