Vladimir Mahalec

Vladimir Mahalec

McMaster University

H-index: 21

North America-Canada

About Vladimir Mahalec

Vladimir Mahalec, With an exceptional h-index of 21 and a recent h-index of 16 (since 2020), a distinguished researcher at McMaster University, specializes in the field of Production planning and scheduling, real-time optimization, process modelling.

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

Reducing Carbon Footprint in Cities: Natural Gas-Based Energy Generation with Zero CO2 Emission

Environmental impacts of optimal designs of community energy systems under different CO2 footprints of electric grids

Linear hybrid models of distillation towers

Data-driven models of crude distillation units for production planning and for operations monitoring

Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning

Reduction of greenhouse gas emissions via flexible operation of cross‐sector integrated energy systems under uncertainties in demand, fuel prices, and solar irradiation

Multiple input self-organizing-map ResNet model for optimization of petroleum refinery conversion units

Selecting model features that lead to linear models of bi-product distillation towers

Vladimir Mahalec Information

University

Position

Professor

Citations(all)

1654

Citations(since 2020)

765

Cited By

1228

hIndex(all)

21

hIndex(since 2020)

16

i10Index(all)

37

i10Index(since 2020)

27

Email

University Profile Page

McMaster University

Google Scholar

View Google Scholar Profile

Vladimir Mahalec Skills & Research Interests

Production planning and scheduling

real-time optimization

process modelling

Top articles of Vladimir Mahalec

Title

Journal

Author(s)

Publication Date

Reducing Carbon Footprint in Cities: Natural Gas-Based Energy Generation with Zero CO2 Emission

Energy

Tianyue Li

Ruonan Li

Jian Long

Wenli Du

Feng Qian

...

2024/4/19

Environmental impacts of optimal designs of community energy systems under different CO2 footprints of electric grids

Computers & Chemical Engineering

Ruonan Li

Sayyed Faridoddin Afzali

Vladimir Mahalec

2023/10/1

Linear hybrid models of distillation towers

Computers & Chemical Engineering

Carlos Rodriguez

Prashant Mhaskar

Vladimir Mahalec

2023/3/1

Data-driven models of crude distillation units for production planning and for operations monitoring

Computers & Chemical Engineering

Jiannan Zhu

Chen Fan

Minglei Yang

Feng Qian

Vladimir Mahalec

2023/9/1

Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning

IEEE Transactions on Neural Networks and Learning Systems

Dayu Tan

Zheng Huang

Xin Peng

Weimin Zhong

Vladimir Mahalec

2023/2/16

Reduction of greenhouse gas emissions via flexible operation of cross‐sector integrated energy systems under uncertainties in demand, fuel prices, and solar irradiation

The Canadian Journal of Chemical Engineering

Ruonan Li

Vladimir Mahalec

2023/7

Multiple input self-organizing-map ResNet model for optimization of petroleum refinery conversion units

Frontiers of Chemical Science and Engineering

Jiannan Zhu

Vladimir Mahalec

Chen Fan

Minglei Yang

Feng Qian

2023/6

Selecting model features that lead to linear models of bi-product distillation towers

Journal of Process Control

Carlos Rodriguez

Prashant Mhaskar

Vladimir Mahalec

2023/10/1

Three pathways towards elimination of CO2 emissions from industrial plants that use hydrocarbon fuels

Journal of Cleaner Production

Tianyue Li

Jian Long

Wenli Du

Feng Qian

Vladimir Mahalec

2023/3/10

Design and Operation of Urban Energy Network: Integration of Civic, Industrial, and Transportation Sectors

Ruonan Li

Vladimir Mahalec

2022/1/1

Welcoming

Michelle Shain

Leonard Saxe

Fern Chertok

Graham Wright

Shahar Hecht

...

2019/8

Anomaly detection methods for infrequent failures in resistive steel welding

Journal of Manufacturing Processes

Kevin Meyer

Vladimir Mahalec

2022/3/1

First Principles Based Development of Hybrid Models of Distillation Towers

Carlos Rodriguez

Prashant Mhaskar

Vladimir Mahalec

2022/1/1

Automatic determining optimal parameters in multi-kernel collaborative fuzzy clustering based on dimension constraint

Neurocomputing

Dayu Tan

Xin Peng

Qiang Wang

Weimin Zhong

Vladimir Mahalec

2021/7/5

Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks

Computers & Chemical Engineering

Mahir Jalanko

Yoel Sanchez

Vladimir Mahalec

Prashant Mhaskar

2021/4/1

Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model

Computers & Chemical Engineering

Mahir Jalanko

Yoel Sanchez

Prashant Mhaskar

Vladimir Mahalec

2021/12/1

Product tri‐section based crude distillation unit model for refinery production planning and refinery optimization

AIChE Journal

Fupei Li

Feng Qian

Minglei Yang

Wenli Du

Vladimir Mahalec

2021/2

Greenhouse gas emissions reduction by cross-sector integration of energy systems: Optimal sizing of integrated entities

Energy Conversion and Management

Ruonan Li

Vladimir Mahalec

2021/11/15

Integration of energy systems for buildings and light industrial plants

Energy

Ruonan Li

Prashant Mhaskar

Vladimir Mahalec

2021/10/15

Refinery production planning optimization under crude oil quality uncertainty

Computers & Chemical Engineering

Fupei Li

Feng Qian

Wenli Du

Minglei Yang

Jian Long

...

2021/8/1

See List of Professors in Vladimir Mahalec University(McMaster University)