A novel DEACM integrating affinity propagation for performance evaluation and energy optimization modeling: Application to complex petrochemical industries
Energy Conversion and Management（2019）
Abstract
•A novel AP-DEACM method is proposed.•Performance evaluation and energy optimization model is obtained.•This proposed model is efficient in energy saving and carbon emission reduction.•The energy saving potential of ethylene and PTA production plants are 2.78% and 1.26%.•Carbon emission reduction potential is 3.62% in ethylene production plants.
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Key words
Data Envelopment Analysis (DEA),DEA cross-model (DEACM),Affinity propagation (AP),Performance evaluation,Energy optimization,Complex petrochemical industries
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