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Volumn , Issue , 2015, Pages 5421-5426

Artificial neural networks based thermal energy storage control for buildings

Author keywords

Artificial Neural Networks; Building Energy Management Systems; Optimal Control; Thermal Energy Storage

Indexed keywords

AIR CONDITIONING; BUILDINGS; CLIMATE CONTROL; ENERGY MANAGEMENT SYSTEMS; ENERGY STORAGE; HEAT STORAGE; INDUSTRIAL ELECTRONICS; NEURAL NETWORKS; OPTIMAL CONTROL SYSTEMS; THERMAL ENERGY;

EID: 84973121746     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2015.7392953     Document Type: Conference Paper
Times cited : (28)

References (30)
  • 1
    • 37349028760 scopus 로고    scopus 로고
    • A review on buildings energy consumption information
    • L.P. Lombard, J. Ortiz, C. Pout, "A review on buildings energy consumption information," in Energy and Buildings, vol. 40, pp. 394-398, 2008.
    • (2008) Energy and Buildings , vol.40 , pp. 394-398
    • Lombard, L.P.1    Ortiz, J.2    Pout, C.3
  • 5
    • 84867821726 scopus 로고    scopus 로고
    • From buildings to smart buildings-sensing and actuation to improve energy efficiency
    • Aug
    • T. Weng, Y. Agarwal, "From Buildings to Smart Buildings-Sensing and Actuation to Improve Energy Efficiency," in IEEE Design & Test of Computers, vol.29, no.4, pp. 36-44, Aug. 2012.
    • (2012) IEEE Design & Test of Computers , vol.29 , Issue.4 , pp. 36-44
    • Weng, T.1    Agarwal, Y.2
  • 7
    • 84869871543 scopus 로고    scopus 로고
    • Building operation and energy performance: Monitoring, analysis and optimisation toolkit
    • Jan
    • A. Costa, M. M. Keane, J. I. Torrens, E .Corry, "Building operation and energy performance: Monitoring, analysis and optimisation toolkit," in Applied Energy, vol. 101, pp. 310-316, Jan. 2013.
    • (2013) Applied Energy , vol.101 , pp. 310-316
    • Costa, A.1    Keane, M.M.2    Torrens, J.I.3    Corry, E.4
  • 8
    • 84892578275 scopus 로고    scopus 로고
    • Building energy management: Integrated control of active and passive heating, cooling, lighting, shading, and ventilation systems
    • July
    • B. Sun, P. B. Luh, Q. Jia, Z. Jiang, F. Wang, C. Song, "Building Energy Management: Integrated Control of Active and Passive Heating, Cooling, Lighting, Shading, and Ventilation Systems," in IEEE Trans. on Automation Science and Engineering, vol.10, no.3, pp. 588-602, July 2013.
    • (2013) IEEE Trans. on Automation Science and Engineering , vol.10 , Issue.3 , pp. 588-602
    • Sun, B.1    Luh, P.B.2    Jia, Q.3    Jiang, Z.4    Wang, F.5    Song, C.6
  • 10
    • 0037289573 scopus 로고    scopus 로고
    • Review on thermal energy storage with phase change: Materials, heat transfer analysis and applications
    • February
    • B. Zalba, J. M. Marn, L. F. Cabeza, H. Mehling, "Review on thermal energy storage with phase change: materials, heat transfer analysis and applications," in Applied Thermal Engineering, Volume 23, Issue 3, February 2003
    • (2003) Applied Thermal Engineering , vol.23 , Issue.3
    • Zalba, B.1    Marn, J.M.2    Cabeza, L.F.3    Mehling, H.4
  • 12
    • 0036532712 scopus 로고    scopus 로고
    • On thermal energy storage systems and applications in buildings
    • May
    • I. Dincer, "On thermal energy storage systems and applications in buildings," in Energy and Buildings, 34(4):377-388, May 2002.
    • (2002) Energy and Buildings , vol.34 , Issue.4 , pp. 377-388
    • Dincer, I.1
  • 13
    • 0001397774 scopus 로고    scopus 로고
    • Performance analyses of sensible heat storage systems for thermal applications
    • I. Dincer, S. Dost, and X. Li, "Performance analyses of sensible heat storage systems for thermal applications," in International Journal of Energy Research, 21:1157-1171, 1997.
    • (1997) International Journal of Energy Research , vol.21 , pp. 1157-1171
    • Dincer, I.1    Dost, S.2    Li, X.3
  • 15
    • 84858001883 scopus 로고    scopus 로고
    • State of the art of thermal storage for demand-side management
    • May
    • A. Arteconi, N.J. Hewitt, and F. Polonara, "State of the art of thermal storage for demand-side management," in Applied Energy, 93:371-389, May 2012.
    • (2012) Applied Energy , vol.93 , pp. 371-389
    • Arteconi, A.1    Hewitt, N.J.2    Polonara, F.3
  • 17
    • 84973156083 scopus 로고    scopus 로고
    • TE-shave: Reducing data center capital and operating expenses with thermal energy storage
    • W. Zheng, K. Ma, X. Wang, "TE-Shave: Reducing Data Center Capital and Operating Expenses with Thermal Energy Storage," in Computers, IEEE Transactions on , vol.PP, no.99, pp.1,1
    • Computers, IEEE Transactions on , vol.PP , Issue.99 , pp. 1
    • Zheng, W.1    Ma, K.2    Wang, X.3
  • 20
    • 84884152700 scopus 로고    scopus 로고
    • Predictive control for energy efficient buildings with thermal storage: Modeling, stimulation, and experiments
    • Feb
    • Y. Ma, A. Kelman, A. Daly, F. Borrelli, "Predictive Control for Energy Efficient Buildings with Thermal Storage: Modeling, Stimulation, and Experiments," in IEEE Control Systems, vol. 32, no. 1, pp. 44-64, Feb. 2012.
    • (2012) IEEE Control Systems , vol.32 , Issue.1 , pp. 44-64
    • Ma, Y.1    Kelman, A.2    Daly, A.3    Borrelli, F.4
  • 22
    • 73049118749 scopus 로고    scopus 로고
    • Reducing peak requirements for cooling by using thermally activated building systems
    • D. O. Rijksen, C. J. Wisse, A. W. M. Van Schijndel. "Reducing peak requirements for cooling by using thermally activated building systems." In Energy and buildings 42, no. 3 (2010): 298-304.
    • (2010) Energy and Buildings , vol.42 , Issue.3 , pp. 298-304
    • Rijksen, D.O.1    Wisse, C.J.2    Van Schijndel, A.W.M.3
  • 23
    • 77749258987 scopus 로고    scopus 로고
    • Efficient low-lift cooling with radiant distribution, thermal storage, and variable-speed chiller controls-Part I: Component and subsystem models
    • P. R. Armstrong, W. Jiang, D. Winiarski, S. Katipamula, L. K. Norford, R. A. Willingham, "Efficient low-lift cooling with radiant distribution, thermal storage, and variable-speed chiller controls-Part I: Component and subsystem models." In HVAC&R Research, 15(2), 366-400.
    • HVAC&R Research , vol.15 , Issue.2 , pp. 366-400
    • Armstrong, P.R.1    Jiang, W.2    Winiarski, D.3    Katipamula, S.4    Norford, L.K.5    Willingham, R.A.6
  • 25
    • 79958110380 scopus 로고    scopus 로고
    • Optimal artificial neural network architecture selection for performance prediction of compact heat exchanger with the EBaLM-OTR technique
    • July
    • D. Wijayasekara, M. Manic, P. Sabharwall, V. Utgikar, "Optimal artificial neural network architecture selection for performance prediction of compact heat exchanger with the EBaLM-OTR technique," in Nuclear Engineering and Design, vol. 241, no. 7, pp. 2549-2557, July 2011.
    • (2011) Nuclear Engineering and Design , vol.241 , Issue.7 , pp. 2549-2557
    • Wijayasekara, D.1    Manic, M.2    Sabharwall, P.3    Utgikar, V.4
  • 27
    • 0000873069 scopus 로고
    • A method for the solution of certain non-linear problems in least squares
    • K. Levenberg, "A Method for the Solution of Certain Non-Linear Problems in Least Squares," The Quarterly of Applied Mathematics 2, pp. 164-168, 1944.
    • (1944) The Quarterly of Applied Mathematics , vol.2 , pp. 164-168
    • Levenberg, K.1
  • 28
    • 0000169232 scopus 로고
    • An algorithm for least-squares estimation of nonlinear parameters
    • D. Marquardt, "An Algorithm for Least-Squares Estimation of Nonlinear Parameters," in SIAM Journal on Applied Mathematics, vol. 11, no. 2, pp. 431-441, 1963.
    • (1963) SIAM Journal on Applied Mathematics , vol.11 , Issue.2 , pp. 431-441
    • Marquardt, D.1
  • 29
    • 84973144430 scopus 로고    scopus 로고
    • Accessed on 04/10/2015
    • URL:https://www.dom.com/library/domcom/pdfs/virginiapower/ rates/residential-rates/schedule-1.pdf, Accessed on 04/10/2015


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.