Lakshminarayanan Samavedham

Lakshminarayanan Samavedham

National University of Singapore

H-index: 29

Asia-Singapore

About Lakshminarayanan Samavedham

Lakshminarayanan Samavedham, With an exceptional h-index of 29 and a recent h-index of 15 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Machine Learning, Fault Detection and Isolation, System Dynamics, Advanced Control, Engineering Education.

His recent articles reflect a diverse array of research interests and contributions to the field:

Design and optimization of compound distillation sequences comprising simple distillation and dividing-wall columns using genetic programming

Multi‐agent reinforcement learning for process control: Exploring the intersection between fields of reinforcement learning, control theory, and game theory

Optimized Adaptive Iterative Sparse Principal Component Analysis Methodology for Fault Detection and Identification in Control Valves

Deep chemometrics using one‐dimensional convolutional neural networks for predicting crude oil properties from FTIR spectral data

Application of artificial neural network for prediction of 10 crude oil properties

Introduction to the K. Nandakumar Festschrift Issue section of CJCE

A comparative study between MPC and selector-based PID control for an industrial heat exchanger

The Value and Use of Data in Chemical Engineering Practice

Lakshminarayanan Samavedham Information

University

Position

Chemical and Biomolecular Engineering

Citations(all)

2826

Citations(since 2020)

835

Cited By

2310

hIndex(all)

29

hIndex(since 2020)

15

i10Index(all)

79

i10Index(since 2020)

26

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Lakshminarayanan Samavedham Skills & Research Interests

Machine Learning

Fault Detection and Isolation

System Dynamics

Advanced Control

Engineering Education

Top articles of Lakshminarayanan Samavedham

Title

Journal

Author(s)

Publication Date

Design and optimization of compound distillation sequences comprising simple distillation and dividing-wall columns using genetic programming

Chemical Engineering Science

Yang Yuan

Linlin Zhang

Gade Pandu Rangaiah

Guochao Wang

Xing Qian

...

2024/2/29

Multi‐agent reinforcement learning for process control: Exploring the intersection between fields of reinforcement learning, control theory, and game theory

The Canadian Journal of Chemical Engineering

Yue Yifei

Samavedham Lakshminarayanan

2023/11

Optimized Adaptive Iterative Sparse Principal Component Analysis Methodology for Fault Detection and Identification in Control Valves

Jiaxin Zhang

Lakshminarayanan Samavedham

Gade Pandu Rangaiah

Lichun Dong

2023/9/6

Deep chemometrics using one‐dimensional convolutional neural networks for predicting crude oil properties from FTIR spectral data

The Canadian Journal of Chemical Engineering

Souvik Ta

Shahla Alizadeh

Lakshminarayanan Samavedham

Ajay K Ray

2023/12

Application of artificial neural network for prediction of 10 crude oil properties

International Agricultural Engineering Conference, Bangkok, Thailand

Yousef Abbaspour-Gilandeh

Fatemeh Rahimi-Ajdadi

Ezzatollah Askari Asli-Ardeh

Vali Rasooli Sharabiani

Mohaghegh Ardabili

2009/12

Introduction to the K. Nandakumar Festschrift Issue section of CJCE

The Canadian Journal of Chemical Engineering

Mranal Jain

Lakshminarayanan Samavedham

2023/11

A comparative study between MPC and selector-based PID control for an industrial heat exchanger

Anikesh Kumar

S Lakshminarayanan

IA Karimi

Rajagopalan Srinivasan

2022/1/1

The Value and Use of Data in Chemical Engineering Practice

arXiv preprint arXiv:2208.03105

Suparna Samavedham

S Lakshminarayanan

2022/8/5

Critical Assessment of Control Strategies for Industrial Systems with Input–Output Constraints

Industrial & Engineering Chemistry Research

Anikesh Kumar

Lakshminarayanan Samavedham

Iftekhar A Karimi

Rajagopalan Srinivasan

2022/7/18

Building Public Policy Capacity Through Systems Thinking and System Dynamics Modeling Education in an Undergraduate Residential College Setting

Bee Choon Yong

Lakshminarayanan Samavedham

2022/2/28

The learning process matter: A sequence analysis perspective of examining procrastination using learning management system

Computers and Education Open

Teck Kiang Tan

Lakshminarayanan Samavedham

2022/12/1

Determination of Density and Viscosity of Crude Oil Samples from FTIR Data using Multivariate Regression, Variable Selection and Classification

IFAC-PapersOnLine

Shahla Alizadeh

Souvik Ta

Ajay K Ray

S Lakshminarayanan

2022/1/1

An Energy Efficient Approach to Thermal Comfort Control in a VAV HVAC System

Aditi Sharma

Ravindra Gudi

Lakshminarayanan Samavedham

2022/8/7

Data-based Sequential Design of 2× 2 Multi-loop PID Controllers

IFAC-PapersOnLine

Yinan Zhang

Anikesh Kumar

Xin Yang

Lakshminarayanan Samavedham

Min-Sen Chiu

2022/1/1

Multi-agent reinforcement learning system for multiloop control of chemical processes

Yue Yifei

S Lakshminarayanan

2022/8/7

Convergent Cross-mapping based Fault Detection and Diagnosis for Non-linear Dynamic Systems

Shivom Sharma

S Lakshminarayanan

IA Karimi

R Srinivasan

2021/9/8

Vulnerability of Cyber-Physical Systems to Stealth Attacks: Application to a Chemical Process

Suparna Samavedham

S Lakshminarayanan

2021/9/8

See List of Professors in Lakshminarayanan Samavedham University(National University of Singapore)

Co-Authors

H-index: 64
Iftekhar A Karimi

Iftekhar A Karimi

National University of Singapore

H-index: 55
William B Krantz

William B Krantz

University of Colorado Boulder

H-index: 54
Gade Pandu Rangaiah

Gade Pandu Rangaiah

National University of Singapore

H-index: 50
Krishnaswamy Nandakumar

Krishnaswamy Nandakumar

Louisiana State University

H-index: 35
Sanjay Swarup

Sanjay Swarup

National University of Singapore

H-index: 34
Matteo Giuliani

Matteo Giuliani

Politecnico di Milano

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