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Jianjun Zhu

China University of Petroleum (Beijing)

SCHOLARLY PAPERS

14

DOWNLOADS

779

TOTAL CITATIONS

9

Scholarly Papers (14)

1.

Structural Optimization of Serpentine Channel Water-Cooled Plate for Lithium-Ion Battery Modules Based on Multi-Objective Bayesian Optimization Algorithm

Number of pages: 27 Posted: 29 Oct 2023
Southeast University, Southeast University, Southeast University, Southeast University, China University of Petroleum (Beijing) and Southeast University
Downloads 111 (645,052)

Abstract:

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Lithium battery module, Serpentine channel water-cooled plate, Structural design, Bayesian optimization, multi-objective optimization

2.

Structural Optimization Design of Sinusoidal Wavy Plate Fin Heat Sink with Crosscut by Bayesian Optimization

Number of pages: 28 Posted: 16 Feb 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, China University of Petroleum (Beijing), South China University of Technology, affiliation not provided to SSRN and Southeast University
Downloads 92 (730,864)
Citation 2

Abstract:

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Structure design, Bayesian optimization, heat sink, Intelligent optimization, Thermal performance factor

Enhancing Plunger Lift Anomaly Detection: A Vision Transformer-Based Approach Leveraging Pretrained Models and Graphic Data Augmentation

Number of pages: 19 Posted: 18 Aug 2025
China University of Petroleum (Beijing), affiliation not provided to SSRN, Petrochina Petrochemical Research Institute, Petrochina Petrochemical Research Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Queensland and University of Tulsa
Downloads 42 (1,210,354)

Abstract:

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Gas deliquification, Plunger lift, Data augmentation, Vision transformer

Enhancing Plunger Lift Anomaly Detection: A Vision Transformer-Based Approach Leveraging Pretrained Models and Graphic Data Augmentation

Number of pages: 19 Posted: 11 Jul 2025
China University of Petroleum (Beijing), affiliation not provided to SSRN, Petrochina Petrochemical Research Institute, Petrochina Petrochemical Research Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Queensland and University of Tulsa
Downloads 31 (1,356,108)

Abstract:

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Plunger Lift, Anomaly detection, Vision Transformer (ViT), Time-Series Analysis, deep learning, Pressure Transient Analysis

4.

A Cascaded Deep Learning Approach for Detecting Pipeline Defects Via Pretrained Yolov5 and Vit Models Based on Mfl Data

Number of pages: 16 Posted: 05 Aug 2023
PipeChina, PipeChina, PipeChina, Southeast University, Southeast University, Southeast University and China University of Petroleum (Beijing)
Downloads 72 (860,052)
Citation 2

Abstract:

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Magnetic flux leakage, Pipeline defects detection, cascaded method, Computer vision

5.

Tailpipe Design and Optimization for Mitigating Terrain Slug in Horizontal Wells

Number of pages: 27 Posted: 25 Apr 2023
University of Tulsa, SLB, affiliation not provided to SSRN, University of Tulsa, China University of Petroleum (Beijing) and affiliation not provided to SSRN
Downloads 71 (867,774)

Abstract:

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Artificial lift, Electrical Submersible Pump, Slug, Unconventional, Horizontal Well

6.

Enhanced Zero-Shot Classification of Plunger Lift Operating Conditions Using a Modified Clip Architecture with Selective Data Sampling

Number of pages: 24 Posted: 17 Dec 2024
China University of Petroleum (Beijing), affiliation not provided to SSRN, affiliation not provided to SSRN, Petrochina Petrochemical Research Institute, Petrochina Petrochemical Research Institute, affiliation not provided to SSRN and University of Tulsa
Downloads 53 (1,052,702)

Abstract:

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CLIP, Zero-shot, Multimodal feature extraction;Contrast learning

7.

Unsupervised Clustering for Anomaly Diagnosis of Plunger Lift in Gas Well Deliquification

Number of pages: 24 Posted: 28 Jun 2023
Southeast University, Southeast University, Petrochina Petrochemical Research Institute, affiliation not provided to SSRN, University of Tulsa, China University of Petroleum (Beijing) and Southeast University
Downloads 52 (1,052,702)

Abstract:

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Unsupervised Clustering, Anomaly Diagnosis, Plunger Lift, Gas Well Deliquification

8.

Quantitative Assessment of Pipeline Defects Utilizing a Dual-Stage Deep Learning Framework: Integration of Pretrained Yolo Network and Multi-Input Parallel Convolution Architectures on Magnetic Flux Leakage Data

Number of pages: 23 Posted: 07 Nov 2024
Southeast University, Southeast University, PipeChina, Southeast University, No.4 Construction Company of China Petroleum Pipeline Engineering Co., Ltd., China University of Petroleum (Beijing) and Southeast University
Downloads 48 (1,086,013)
Citation 2

Abstract:

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Magnetic flux leakage, Pipeline defect detection, Cascaded deep-learning method, Multi-input parallel convolution

Temperature Field Reconstruction via Tensor Completion-Based Thermography with Limited Measurement Data

Number of pages: 29 Posted: 05 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University, affiliation not provided to SSRN, Southeast University, China University of Petroleum (Beijing) and Southeast University
Downloads 33 (1,371,100)

Abstract:

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Infrared thermography, tensor completion, thermal diffusivity, under-sampled thermographic data

Temperature Field Reconstruction via Tensor Completion-Based Thermography with Limited Measurement Data

Number of pages: 26 Posted: 27 Mar 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University, affiliation not provided to SSRN, China University of Petroleum (Beijing) and Southeast University
Downloads 9 (1,621,812)

Abstract:

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infrared thermography, tensor completion, under-sampled thermographic data, thermal diffusivity

10.

Lightweight ViT for Real-Time Φ-OTDR Event Recognition in Industrial Monitoring

Number of pages: 48 Posted: 22 Sep 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University, China University of Petroleum (Beijing) and Southeast University
Downloads 38 (1,236,159)

Abstract:

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Φ-OTDR, Lightweight Vision Transformer, Knowledge Distillation, Edge Intelligence, Real-time Fault Detection

A Latent Diffusion Enhanced Cnn with Attention Mechanism for Magnetic Flux Leakage Defect Quantification

Number of pages: 28 Posted: 01 Jul 2025
affiliation not provided to SSRN, Southeast University, affiliation not provided to SSRN, affiliation not provided to SSRN, PipeChina, affiliation not provided to SSRN, China University of Petroleum (Beijing) and Southeast University
Downloads 24 (1,459,262)

Abstract:

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Magnetic flux leakage, Pipeline defect quantification, Diffusion models, Data augmentation

A Latent Diffusion Enhanced Cnn with Attention Mechanism for Magnetic Flux Leakage Defect Quantification

Number of pages: 28 Posted: 01 Jul 2025
affiliation not provided to SSRN, Southeast University, affiliation not provided to SSRN, affiliation not provided to SSRN, PipeChina, affiliation not provided to SSRN, China University of Petroleum (Beijing) and Southeast University
Downloads 9 (1,621,812)

Abstract:

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Magnetic flux leakage, Pipeline defect quantification, Diffusion models, Data augmentation

12.

Experimental and Numerical Investigations on the Thermal Performance Enhancement of a Latent Heat Thermal Energy Storage Unit with Several Novel Snowflake Fins

Number of pages: 42 Posted: 15 Jun 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Sichuan Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN and China University of Petroleum (Beijing)
Downloads 32 (1,332,057)
Citation 3

Abstract:

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Latent heat thermal energy storage, Phase change material, Snowflake fin, melting and solidification

13.

Enhanced Zero-Shot Classification of Plunger Lift Operating Conditions via a Modified CLIP Architecture and Selective Data Sampling

Number of pages: 19 Posted: 27 Oct 2025
China University of Petroleum (Beijing), affiliation not provided to SSRN, Petrochina Petrochemical Research Institute, Petrochina Petrochemical Research Institute, affiliation not provided to SSRN and University of Tulsa
Downloads 31 (1,318,317)

Abstract:

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Plunger-lift, Zero-shot classification, Vision Transformer, Contrastive learning, Gas-well monitoring

14.

Quantitative Assessment of Pipeline Defects Utilizing a Dual-Stage Deep Learning Framework: Integration of Pretrained Yolov8 and Cnn Architectures on Magnetic Flux Leakage Data

Number of pages: 19 Posted: 13 May 2024
Southeast University, Southeast University, PipeChina, Southeast University, No.4 Construction Company of China Petroleum Pipeline Engineering Co., Ltd., China University of Petroleum (Beijing) and Southeast University
Downloads 31 (1,304,549)

Abstract:

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Magnetic flux leakage, Pipeline defect detection, Cascaded deep-learning method, Multi-input parallel convolution