Input-output networks considering graphlet-based analysis for production optimization: Application in ethylene plants

Review: Energy efficiency evaluation of complex petrochemical industries

(2020) Yongming Han et al.   ENERGY

Novel Leakage detection and Water Loss Management of Urban Water Supply Network using Multiscale Neural Networks

(2020) Xuan Hu et al.   JOURNAL OF CLEANER PRODUCTION

Energy efficiency evaluation and energy saving based on DEA integrated affinity propagation clustering: Case study of complex petrochemical industries

(2019) Zhiqiang Geng et al.   ENERGY

A novel data envelopment analysis cross-model integrating interpretative structural model and analytic hierarchy process for energy efficiency evaluation and optimization modeling: Application to ethylene industries

(2019) Yongming Han et al.   JOURNAL OF CLEANER PRODUCTION

Energy optimization and prediction modeling of petrochemical industries: An improved convolutional neural network based on cross-feature

(2019) Zhiqiang Geng et al.   ENERGY

A Fault Detection Method based on Horizontal Visibility Graph-Integrated Complex Networks: Application to Complex Chemical Processes

(2018) Zhiqiang Geng et al.   CANADIAN JOURNAL OF CHEMICAL ENGINEERING

Graphlet-orbit Transitions (GoT): A fingerprint for temporal network comparison

(2018) David Aparício et al.   PLoS One

Data envelopment analysis approach to targeting in sustainable chemical process design: Application to liquid fuels

(2018) Daniel F. Rodríguez‐Vallejo et al.   AICHE JOURNAL

Energy consumption analysis and evaluation of petrochemical industries using an improved fuzzy analytic hierarchy process approach

(2017) Yongming Han et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Energy optimization and prediction of complex petrochemical industries using an improved artificial neural network approach integrating data envelopment analysis

(2016) Yong-Ming Han et al.   ENERGY CONVERSION AND MANAGEMENT

Combining complex networks and data mining: Why and how

(2016) M. Zanin et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Graphlet characteristics in directed networks

(2016) Igor Trpevski et al.   Scientific Reports

P-Graph Approach to Optimizing Crisis Operations in an Industrial Complex

(2015) Raymond R. Tan et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

A stochastic frontier analysis of energy efficiency of China's chemical industry

(2015) Boqiang Lin et al.   JOURNAL OF CLEANER PRODUCTION

Modelling and experimental performance analysis of solar-assisted ground source heat pump system

(2015) Hikmet Esen et al.   JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE

Modelling of a new solar air heater through least-squares support vector machines

(2009) Hikmet Esen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Artificial neural network and wavelet neural network approaches for modelling of a solar air heater

(2009) Hikmet Esen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Predicting performance of a ground-source heat pump system using fuzzy weighted pre-processing-based ANFIS

(2008) Hikmet Esen et al.   BUILDING AND ENVIRONMENT

Artificial neural networks and adaptive neuro-fuzzy assessments for ground-coupled heat pump system

(2007) Hikmet Esen et al.   ENERGY AND BUILDINGS

Performance prediction of a ground-coupled heat pump system using artificial neural networks

(2007) Hikmet Esen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Modelling a ground-coupled heat pump system using adaptive neuro-fuzzy inference systems

(2007) Hikmet Esen et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Forecasting of a ground-coupled heat pump performance using neural networks with statistical data weighting pre-processing

(2007) Hikmet Esen et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Modeling a ground-coupled heat pump system by a support vector machine

(2007) Hikmet Esen et al.   RENEWABLE ENERGY