Ranjith Chiplunkar - Publications, H-index & Citations

Ranjith Chiplunkar

imperial college london

7H指数

24论文数

228被引数

收录论文 16

发表时间

Adaptive Framework for Data-Driven Probabilistic Design Space Identification 基于数据驱动的概率设计空间识别的自适应框架

Chemical Engineering Science

IF4.3

2026-05-16

PREAI

Ranjith Chiplunkar; Andrea Galeazzi; Maria M. Papathanasiou; Cleo Kontoravdi

Robust to outlier image inpainting for interface detection in primary separation vessel 对初级分离器中界面检测的鲁棒离群图像修复

JOURNAL OF PROCESS CONTROL

IF3.9

2025-06-01

OAAI

Kodati, Parashara; Puli, Vamsi Krishna; Chiplunkar, Ranjith

Sequential Image Restoration and Segmentation for Interface Detection in Primary Separation Cells 序列图像修复与分割在初级分离细胞界面检测中的应用

IEEE Transactions on Automation Science and Engineering

IF6.4

2025-01-01

PREAI

Amir Mohseni; Yousef Salehi; Ranjith Chiplunkar; Biao Huang

Physics-informed probabilistic slow feature analysis☆

AUTOMATICA

IF5.9

2024-11-01

OAAI

Puli, Vamsi Krishna; Chiplunkar, Ranjith; Huang, Biao

Unified Unit-Wise and Plantwide Monitoring: Application in Early Detection of Gas Flare Event

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2024-06-17

PREAI

Memarian, Alireza; Chiplunkar, Ranjith; Valluru, Jayaram; Huang, Biao

Sparse Robust Dynamic Feature Extraction using Bayesian Inference 基于贝叶斯推理的稀疏鲁棒动态特征提取

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2024-06-01

PREAI

Puli, Vamsi Krishna; Chiplunkar, Ranjith; Huang, Biao

Robust-to-occlusion machine vision model for predicting quality variables with slow-rate measurements 用于通过慢速率测量预测质量变量的鲁棒遮挡机器视觉模型

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2024-03-01

PREAI

Salehi, Yousef; Chiplunkar, Ranjith; Huang, Biao

A Novel CVAE-Based Sequential Monte Carlo Framework for Dynamic Soft Sensor Applications

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-03-01

PREAI

Sun, Wenxin; Xiong, Weili; Chen, Hongtian; Chiplunkar, Ranjith; Huang, Biao

Physics-informed sparse causal inference for source detection of plant-wide oscillations

AICHE JOURNAL

IF4

2024-02-06

OAAI

Madhusoodanan, Nived; Chiplunkar, Ranjith; Puli, Vamsi Krishna; Huang, Biao

Reinforcement Learning in Process Industries: Review and Perspective

IEEE-CAA JOURNAL OF AUTOMATICA SINICA

IF19.2

2024-02-01

PREAI

Dogru, Oguzhan; Xie, Junyao; Prakash, Om; Chiplunkar, Ranjith; Soesanto, Jansen; Chen, Hongtian; Velswamy, Kirubakaran; Ibrahim, Fadi; Huang, Biao

Skew Filtering for Online State Estimation and Control

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-02-01

OAAI

Dogru, Oguzhan; Chiplunkar, Ranjith; Huang, Biao

Modeling and Bayesian inference for processes characterized by abrupt variations

JOURNAL OF PROCESS CONTROL

IF3.9

2023-07-01

PREAI

Chiplunkar, Ranjith; Huang, Biao

Reinforcement Learning With Constrained Uncertain Reward Function Through Particle Filtering

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2022-07-01

PREAI

Dogru, Oguzhan; Chiplunkar, Ranjith; Huang, Biao

Latent variable modeling and state estimation of non-stationary processes driven by monotonic trends

JOURNAL OF PROCESS CONTROL

IF3.9

2021-12-01

PREAI

Chiplunkar, Ranjith; Huang, Biao

Siamese Neural Network-Based Supervised Slow Feature Extraction for Soft Sensor Application 基于Siamese神经网络的监督式慢特征提取在软测量中的应用

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2021-09-01

PREAI

Chiplunkar, Ranjith; Huang, Biao

Output relevant slow feature extraction using partial least squares 使用偏最小二乘法提取输出相关慢特征

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2019-08-01

PREAI

Chiplunkar, Ranjith; Huang, Biao

研究方向