Welcome to Scholar Publishing Group

Academic Journal of Energy, 2020, 1(2); doi: 10.38007/RE.2020.010206.

DEA Model and Energy Efficiency Improvement under Thermal Automatic Control


Ransha Almajend

Corresponding Author:
Ransha Almajend

American University in the Emirates, UAE


The issue of energy has always been the focus of the international community, on the one hand, because of the limited and scarce energy, on the other hand, because energy is of great significance to the sustainable development of human society. This paper mainly studies the DEA model under thermal automatic control and the improvement of energy efficiency. This paper first defines the concept of energy, classifies energy, and analyzes the theoretical basis of energy efficiency. The DEA model and SBM model are explained in detail. The Three-stage DEA model is optimized by using the SBM model. The optimized model is used to study the energy efficiency optimization of company A. through the research results, it can be seen that the Three-stage DEA model can be used to optimize the inefficient workshops and key redundant inputs of company a, so as to achieve the effect of optimizing redundant inputs and improving workshop efficiency.


Automatic Control, DEA Model, Energy Efficiency, SBM Model

Cite This Paper

Ransha Almajend. DEA Model and Energy Efficiency Improvement under Thermal Automatic Control. Academic Journal of Energy (2020), Vol. 1, Issue 2: 45-53. https://doi.org/10.38007/RE.2020.010206.


[1] Mallick S P ,  Dash D P ,  Mallik S , et al. An empirical approach towards photovoltaic parameter extraction and optimization. Solar Energy, 2017, 153(sep.):360-365. https://doi.org/10.1016/j.solener.2017.05.076

[2] Alireza T ,  Elkafi H . Evaluating Sustainability Performance In Fossil-Fuel Power Plants Using A Two-Stage Data Envelopment Analysis. Energy Economics, 2018, 74(AUG.):154-178. https://doi.org/10.1016/j.eneco.2018.05.032

[3] Elmirghani J ,  Klein T ,  Hinton K , et al. GreenTouch GreenMeter Core Network Energy-Efficiency Improvement Measures and Optimization. Journal of Optical Communications and Networking, 2018, 10(2):A250. https://doi.org/10.1364/JOCN.10.00A250

[4] Sokun H U ,  Bedeer E ,  Gohary R H , et al. Optimization of Discrete Power and Resource Block Allocation for Achieving Maximum Energy Efficiency in OFDMA Networks. IEEE Access, 2017, PP(99):8648-8658.

[5] Sharma E ,  Budhiraja R ,  Vasudevan K , et al. Full-Duplex Massive MIMO Multi-Pair Two-Way AF Relaying: Energy Efficiency Optimization. IEEE Transactions on Communications, 2018, PP(8):1-1. https://doi.org/10.1109/LWC.2018.2847667

[6] Torregrossa D ,  Hansen J ,  Hernandez-Sancho F , et al. A data-driven methodology to support pump performance analysis and energy efficiency optimization in Waste Water Treatment Plants. Applied Energy, 2017, 208(dec.15):1430-1440.

[7] Ortiz J ,  Poliero T ,  Cairoli G , et al. Energy Efficiency Analysis and Design Optimization of an Actuation System in a Soft Modular Lower Limb Exoskeleton. IEEE Robotics & Automation Letters, 2017, 3(1):484-491. https://doi.org/10.1109/LRA.2017.2768119

[8] Bre F ,  Fachinotti V D . A computational multi-objective optimization method to improve energy efficiency and thermal comfort in dwellings. Energy and Buildings, 2017, 154(nov.):283-294. https://doi.org/10.1016/j.enbuild.2017.08.002

[9] Galitsky C ,  Martin N ,  Worrell E , et al. Energy Efficiency Improvement and Cost Saving Opportunities for Breweries: An ENERGY STAR(R) Guide for Energy and Plant Managers. Lawrence Berkeley National Laboratory, 2019, 32(7-8):e1258, C150.

[10] Zappone A ,  Lin P H ,  Jorswieck E . Energy Efficiency of Confidential Multi-Antenna Systems With Artificial Noise and Statistical CSI. IEEE Journal of Selected Topics in Signal Processing, 2017, 10(8):1462-1477.

[11] Eleftheriadis S ,  Mumovic D ,  Greening P . Life cycle energy efficiency in building structures: A review of current developments and future outlooks based on BIM capabilities. Renewable and Sustainable Energy Reviews, 2017, 67(jan.):811–825. https://doi.org/10.1016/j.rser.2016.09.028

[12] Gaglia A G ,  Lykoudis S ,  Argiriou A A , et al. Energy efficiency of PV panels under real outdoor conditions–An experimental assessment in Athens, Greece. Renewable Energy, 2017, 101(FEB.):236-243.

[13] Escamilla J ,  Salido M A ,  Giret A , et al. A metaheuristic technique for energy-efficiency in job-shop scheduling. The Knowledge Engineering Review, 2017, 31(5):1-11.

[14] Rawat D B ,  Reddy S R . Software Defined Networking Architecture, Security and Energy Efficiency: A Survey. IEEE Communications Surveys & Tutorials, 2017, 19(1):325-346.

[15] M Rkcü,  Zsoy V S , HH Rkcü. An Optimistic-Pessimistic DEA Model Based on Game Cross Efficiency Approach. RAIRO - Operations Research, 2020, 54(4):1215-1230. https://doi.org/10.1051/ro/2019052

[16] Mo R ,  Huang H ,  Yang L . An Interval Efficiency Measurement in DEA When considering Undesirable Outputs. Complexity, 2020, 2020(1):1-12. https://doi.org/10.1155/2020/7161628

[17] Jha P C ,  Gupta A ,  Pachar N . Centralised resource reallocation and reduction with common weight DEA model. International Journal of Business Performance and Supply Chain Modelling, 2020, 12(3):179.

[18] Tsai M C ,  Cheng C H ,  Nguyen V T , et al. The Theoretical Relationship between the CCR Model and the Two-Stage DEA Model with an Application in the Efficiency Analysis of the Financial Industry. Symmetry, 2020, 12(5):712. https://doi.org/10.3390/sym12050712