Machine Learning–Based Fault Detection and Diagnosis of Organic Rankine Cycle System for Waste-Heat Recovery-Reference-Cited by-同舟云学术

Machine Learning–Based Fault Detection and Diagnosis of Organic Rankine Cycle System for Waste-Heat Recovery

Published:2021-08 Issue:4 Volume:147 Page:
ISSN:0733-9402
Container-title:Journal of Energy Engineering
language:en
Short-container-title:J. Energy Eng.

Author:

Wang Jiangfeng¹,Zuo Qiyao²,Liao Guanglin²,Luo Fang³,Zhao Pan⁴,Wu Weifeng⁴,He Zhilong⁵^ORCID,Dai Yiping⁴

Affiliation:

1. Professor, School of Energy and Power Engineering, Xi’an Jiaotong Univ., Xi’an 710049, China (corresponding author).

2. Master’s Candidate, School of Energy and Power Engineering, Xi’an Jiaotong Univ., Xi’an 710049, China.

3. Engineer, Dongfang Steam Turbine Works, No. 666, Jinshajiang West Rd., Dongfang Steam Turbine Works, Deyang 618201, China.

4. Professor, School of Energy and Power Engineering, Xi’an Jiaotong Univ., Xi’an 710049, China.

5. Professor, School of Energy and Power Engineering, Xi’an Jiaotong Univ., Xi’an 710049, China. ORCID:

Publisher

American Society of Civil Engineers (ASCE)

Subject

Waste Management and Disposal,Energy Engineering and Power Technology,Nuclear Energy and Engineering,Renewable Energy, Sustainability and the Environment,Civil and Structural Engineering

Link

http://ascelibrary.org/doi/pdf/10.1061/%28ASCE%29EY.1943-7897.0000764

Reference42 articles.

1. Andrearczyk A. G. Zywica L. Brenkacz and P. Baginski. 2017. “Vibration based diagnostics of the multi-stage microturbine operating in the medium-temperature ORC system.” In Proc. Vibroengineering Procedia 27th Int. Conf. on Vibroengineering 56–61. Springfield VA: American Astronautical Society.

2. Preliminary Aerodynamic Design of Axial-Flow Turbine Stages

3. A flexible algorithm for fault diagnosis in a centrifugal pump with corrupted data and noise based on ANN and support vector machine with hyper-parameters optimization

4. A review of working fluid and expander selections for organic Rankine cycle

5. Beard, R. V. 1971. Failure accommodation in linear systems through self-reorganization. Cambridge, MA: MIT Man Vehicle Laboratory.

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Application of machine learning in monitoring fouling in heat exchangers in chemical engineering: A systematic review;The Canadian Journal of Chemical Engineering;2024-09-02

2. Bayesian Learning of Causal Networks for Unsupervised Fault Diagnosis in Distributed Energy Systems;IEEE Access;2024

3. Application of novel framework based on ensemble boosted regression trees and Gaussian process regression in modelling thermal performance of small-scale Organic Rankine Cycle (ORC) using hybrid nanofluid;Journal of Cleaner Production;2022-08