Zobrazeno 1 - 10
of 83
pro vyhledávání: '"SHI Jicheng"'
Publikováno v:
Cailiao gongcheng, Vol 50, Iss 9, Pp 52-58 (2022)
Cobalt (Co) based oxygen reduction catalysts have become one of the important choices to replace platinum based oxygen reduction catalysts because of their low price, high reserves and easy availability. ECP600 JD was pretreated with nitric acid, mix
Externí odkaz:
https://doaj.org/article/9906a83b39d948f0a7cdf04bd2a2402b
In the field of model predictive control, Data-enabled Predictive Control (DeePC) offers direct predictive control, bypassing traditional modeling. However, challenges emerge with increased computational demand due to recursive data updates. This pap
Externí odkaz:
http://arxiv.org/abs/2309.13755
By providing various services, such as Demand Response (DR), buildings can play a crucial role in the energy market due to their significant energy consumption. However, effectively commissioning buildings for such desired functionalities requires si
Externí odkaz:
http://arxiv.org/abs/2307.08866
Publikováno v:
IEEE Control Systems Letters 7 (2023): 1885 - 1890
(Extended Version) Data-driven control can facilitate the rapid development of controllers, offering an alternative to conventional approaches. In order to maintain consistency between any known underlying physical laws and a data-driven decision-mak
Externí odkaz:
http://arxiv.org/abs/2303.09437
This manuscript offers the perspective of experimentalists on a number of modern data-driven techniques: model predictive control relying on Gaussian processes, adaptive data-driven control based on behavioral theory, and deep reinforcement learning.
Externí odkaz:
http://arxiv.org/abs/2205.15703
Publikováno v:
IEEE Control Systems Letters 6 (2022): 3259-3264
This paper addresses a data-driven input reconstruction problem based on Willems' Fundamental Lemma in which unknown input estimators (UIEs) are constructed directly from historical I/O data. Given only output measurements, the inputs are estimated b
Externí odkaz:
http://arxiv.org/abs/2203.02827
Data-driven control approaches for the minimization of energy consumption of buildings have the potential to significantly reduce deployment costs and increase uptake of advanced control in this sector. A number of recent approaches based on the appl
Externí odkaz:
http://arxiv.org/abs/2106.05740
Publikováno v:
In Energy 1 May 2024 294
Accounting for more than 40% of global energy consumption, residential and commercial buildings will be key players in any future green energy systems. To fully exploit their potential while ensuring occupant comfort, a robust control scheme is requi
Externí odkaz:
http://arxiv.org/abs/2011.13781
Both the optimal value function and the optimal policy can be used to model an optimal controller based on the duality established by the Bellman equation. Even with this duality, no parametric model has been able to output both policy and value func
Externí odkaz:
http://arxiv.org/abs/2002.06883