no code implementations • 20 Dec 2023 • Dafeng Zhu, Bo Yang, Yu Wu, Haoran Deng, ZhaoYang Dong, Kai Ma, Xinping Guan
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.
1 code implementation • 15 Dec 2023 • Xiaofeng Zhang, Zishan Xu, Hao Tang, Chaochen Gu, Wei Chen, Shanying Zhu, Xinping Guan
Low-light image enhancement is a crucial visual task, and many unsupervised methods tend to overlook the degradation of visible information in low-light scenes, which adversely affects the fusion of complementary information and hinders the generation of satisfactory results.
no code implementations • 4 Oct 2023 • Yafei Sun, Qimin Xu, Cailian Chen, Xinping Guan
Time-Sensitive Networking (TSN) is a promising industrial Internet of Things technology.
no code implementations • 14 Aug 2023 • Haoran Deng, Bo Yang, Mo-Yuen Chow, Gang Yao, Cailian Chen, Xinping Guan
However, there is a strong causality between HFCVs and hydrogen refueling stations (HRSs): the planning decisions of HRSs could affect the hydrogen refueling demand of HFCVs, and the growth of demand would in turn stimulate the further investment in HRSs, which is also known as the ``chicken and egg'' conundrum.
no code implementations • 31 Jul 2023 • Yushan Li, Zitong Wang, Jianping He, Cailian Chen, Xinping Guan
More importantly, we amend the noise design by introducing one-lag time dependence, achieving the zero state deviation and the non-zero topology inference error in the asymptotic sense simultaneously.
no code implementations • 29 Dec 2022 • Yuxiang Liu, Bo Yang, Yu Wu, Cailian Chen, Xinping Guan
However, due to the limited resources of edge servers, it is difficult to meet the optimization goals of the two methods at the same time.
no code implementations • 4 Dec 2022 • Haoran Deng, Bo Yang, Chao Ning, Cailian Chen, Xinping Guan
In order to ensure the individual optimality of the two networks in a unified framework in day-ahead power scheduling, a two-stage distributionally robust centralized optimization model is established to carry out the equilibrium of power-transportation coupled network.
no code implementations • 14 May 2022 • Xuda Ding, Han Wang, Jianping He, Cailian Chen, Xinping Guan
The variances of the estimation error and the fluctuations in performance are smaller with a properly-designed parameter $\gamma$ compared with the OLS methods.
no code implementations • 7 May 2022 • Jianping He, Yushan Li, Lin Cai, Xinping Guan
Considering the latest inference attacks that enable stealthy and precise attacks into NDSs with observation-based learning, this article focuses on a new security aspect, i. e., how to protect control mechanism secrets from inference attacks, including state information, interaction structure and control laws.
no code implementations • 30 Apr 2022 • Yushan Li, Jianping He, Lin Cai, Xinping Guan
We focus on the local topology inference problem of MRNs under formation control, where an inference robot with limited observation range can manoeuvre among the formation robots.
no code implementations • 8 Apr 2022 • Dafeng Zhu, Bo Yang, Chengbin Ma, Zhaojian Wang, Shanying Zhu, Kai Ma, Xinping Guan
Contemporary industrial parks are challenged by the growing concerns about high cost and low efficiency of energy supply.
no code implementations • 28 Feb 2022 • Qi Liu, Bo Yang, Zhaojian Wang, Dafeng Zhu, Xinyi Wang, Kai Ma, Xinping Guan
Therefore, federated learning can be exploited to train a collaborative fault diagnosis model.
no code implementations • 8 Feb 2022 • Dafeng Zhu, Bo Yang, Yuxiang Liu, Zhaojian Wang, Kai Ma, Xinping Guan
Owing to large industrial energy consumption, industrial production has brought a huge burden to the grid in terms of renewable energy access and power supply.
1 code implementation • 25 Oct 2021 • Tongkun Guan, Chaochen Gu, Changsheng Lu, Jingzheng Tu, Qi Feng, Kaijie Wu, Xinping Guan
Then, an attentive refinement network is developed by the attention map to rectify the location deviation of candidate boxes.
no code implementations • 11 Jun 2021 • Fengkun Gao, Bo Yang, Cailian Chen, Xinping Guan, Yang Zhang
Most exiting works develop traffic optimization strategies depending on the local traffic states of congested road segments, where the congestion propagation is neglected.
no code implementations • 4 Jun 2021 • Yushan Li, Jianping He, Xuda Ding, Lin Cai, Xinping Guan
The security of mobile robotic networks (MRNs) has been an active research topic in recent years.
no code implementations • 2 Jun 2021 • Yushan Li, Jianping He, Cailian Chen, Xinping Guan
Along with this line, we analyze the non-asymptotic inference performance of the proposed method by taking the OLS estimator as a reference, covering both asymptotically and marginally stable systems.