Qi Liu

17 papers C 3Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Optimization of User Costs in Microservice Deployment Through Distributed Column Generation.
IEEE Trans. Ind. Informatics
Yuxiang Liu, Bo Yang, Kaili Huang, Sicheng Liu, Qi Liu, Xinping Guan
2026 J jnl
PV-MLLM: A Generalized Intelligent Framework for Zero-Shot Photovoltaic Fault Diagnosis.
IEEE Trans. Ind. Informatics
Qi Liu, Bo Yang, Mengqi Han, Mingxuan Cai, Kai Ma, Xinping Guan
2025 J jnl
A hybrid physics-based and data-driven approach for long-term VRFB aging prediction.
J. Control. Decis.
Mingxuan Cai, Bo Yang, Qi Liu, Jiajie Zhu
2025 J jnl
Self-Correcting-Guided Generalized Contrastive Learning Framework for Small-Sample PV Fault Diagnosis With Cloud-Edge Collaboration.
IEEE Trans. Ind. Informatics
Qi Liu, Bo Yang, Mingxuan Cai, Yuxiang Liu, Kai Ma, Xinping Guan
2024 J jnl
$E^{2}MS$: An Efficient and Economical Microservice Migration Strategy for Smart Manufacturing.
IEEE Trans. Serv. Comput.
Yuxiang Liu, Bo Yang, Xiaoyuan Ren, Qi Liu, Sicheng Liu, Xinping Guan
2024 — conf
An Integrated Smart Manufacturing Platform Powered by Microservices.
ASCC
Yuxiang Liu, Mengqi Han, Annan Xu, Qi Liu, Bo Yang
2024 C conf
The Deployment of Microservice at Edge based on MQTT for Low Latency.
INDIN
Mengqi Han, Bo Yang, Yuxiang Liu, Sicheng Liu, Qi Liu
2023 J jnl
Collaborate Global and Local: An Efficient PV Compound Fault Diagnosis Scheme With Multilabel Learning and Model Fusion.
IEEE Trans. Instrum. Meas.
Qi Liu, Bo Yang, Yuxiang Liu, Kai Ma, Xinping Guan
2023 J jnl
To Transmit or Predict: An Efficient Industrial Data Transmission Scheme With Deep Learning and Cloud-Edge Collaboration.
IEEE Trans. Ind. Informatics
Yu Wu, Bo Yang, Dafeng Zhu, Qi Liu, Cheng Li, Cailian Chen, Xinping Guan
2022 — conf
A Deep Learning Based Efficient Data Transmission for Industrial Cloud-Edge Collaboration.
ISIE
Yu Wu, Bo Yang, Cheng Li, Qi Liu, Yuxiang Liu, Dafeng Zhu
2022 — conf
A PV Fault Diagnosis Framework Based on Asynchronous Federated Learning.
ASCC
Qi Liu, Bo Yang, Zhaojian Wang, Xinyi Wang, Dafeng Zhu, Xinping Guan
2022 J jnl
Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations.
CoRR
Qi Liu, Bo Yang, Zhaojian Wang, Dafeng Zhu, Xinyi Wang, Kai Ma, Xinping Guan
2022 J jnl
Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations.
IEEE Trans. Netw. Sci. Eng.
Qi Liu, Bo Yang, Zhaojian Wang, Dafeng Zhu, Xinyi Wang, Kai Ma, Xinping Guan
2021 C conf
Collaboratively Diagnosing IGBT Open-circuit Faults in Photovoltaic Inverters: A Decentralized Federated Learning-based Method.
IECON
Xinyi Wang, Bo Yang, Qi Liu, Tiankai Jin, Cailian Chen
2021 C conf
Diagnosis for IGBT Open-circuit Faults in Photovoltaic Inverters: A Compressed Sensing and CNN based Method.
INDIN
Xinyi Wang, Bo Yang, Qi Liu, Jingzheng Tu, Cailian Chen
2020 J jnl
Energy Trading in Microgrids for Synergies among Electricity, Hydrogen and Heat Networks.
CoRR
Dafeng Zhu, Bo Yang, Qi Liu, Kai Ma, Shanying Zhu, Xinping Guan
2018 J jnl
A Novel Denoising Algorithm of Electromagnetic Ultrasonic Detection Signal Based on Improved EEMD Method.
J. Electr. Comput. Eng.
Wenkang Gong, Qi Liu, Wenhao Du, Weichen Xu, Gang Wang