research-article

Battery management for grid-connected PV systems with a battery

Authors:

Sangyoung Park,

Naehyuck Chang,

Massoud PedramAuthors Info & Claims

ISLPED '12: Proceedings of the 2012 ACM/IEEE international symposium on Low power electronics and design

Pages 115 - 120

https://doi.org/10.1145/2333660.2333689

Published: 30 July 2012 Publication History

Abstract

Photovoltaic (PV) power generation systems are one of the most promising renewable power sources to reduce carbon footprint. Grid-connected PV power systems do not generally have a battery to store the excess charge. However, due to severe imbalance between the peak PV power generation and peak load demand, battery-less Grid-connected PV systems are much less effective for the purpose of power generation and demand mismatch mitigation. Grid-connected PV systems equipped with a battery indeed require elaborate management. This is the first paper that introduces a systematic battery management optimization that accommodates arbitrary electricity billing policies. We formulate an optimization framework to determine the battery charging current from the Grid and PV array taking into account the limited battery capacity, power converter efficiency, battery's internal resistance and rate capacity effect, and maximum power tracking of the PV array. Experimental results show that the proposed algorithm effectively reduces the electricity bill by as much as 28% when compared with previous state-of-the-art battery management policies.

References

[1]

"U.S. solar market trends, 2010," Interstate Renewable Energy Council, Tech. Rep., 2011.

[2]

T. Esram, J. Kimball, P. Krein, P. Chapman, and P. Midya, "Dynamic maximum power point tracking of photovoltaic arrays using ripple correlation control," Power Electronics, IEEE Transactions on, vol. 21, no. 5, pp. 1282--1291, 2006.

[3]

Y. Kim, N. Chang, Y. Wang, and M. Pedram, "Maximum power transfer tracking for a photovoltaic-supercapacitor energy system," in ISLPED, 2010, pp. 307--312.

Digital Library

[4]

P. Arun, R. Banerjee, and S. Bandyopadhyay, "Optimum sizing of photovoltaic battery systems incorporating uncertainty through design space approach," Solar Energy, vol. 83, no. 7, pp. 1013--1025, 2009.

[5]

S. Shaahid and I. El-Amin, "Techno-economic evaluation of off-grid hybrid photovoltaic-diesel-battery power systems for rural electrification in saudi arabia--a way forward for sustainable development," Renewable and Sustainable Energy Reviews, vol. 13, no. 3, pp. 625--633, 2009.

[6]

Los Angeles Department of Water & Power, Electric Rates, http://www.ladwp.com/ladwp/cms/ladwp001752.jsp, 2009.

[7]

"Review of residential electrical energy use data," NAHB Research Center, Inc., Tech. Rep., 2001.

[8]

G. Palomino, J. Wiles, J. Stevens, and F. Goodman, "Performance of a grid connected residential photovoltaic system with energy storage," in Photovoltaic Specialists Conference, 1997, pp. 1377--1380.

[9]

S. Chiang, K. Chang, and C. Yen, "Residential photovoltaic energy storage system," Industrial Electronics, IEEE Transactions on, vol. 45, no. 3, pp. 385--394, 1998.

[10]

F. Giraud and Z. Salameh, "Steady-state performance of a grid-connected rooftop hybrid wind-photovoltaic power system with battery storage," Energy Conversion, IEEE Transactions on, vol. 16, no. 1, pp. 1--7, 2001.

[11]

B. Lu and M. Shahidehpour, "Short-term scheduling of battery in a grid-connected pv/battery system," Power Systems, IEEE Transactions on, vol. 20, no. 2, pp. 1053--1061, 2005.

[12]

Y. Gurkaynak and A. Khaligh, "Control and power management of a grid connected residential photovoltaic system with plug-in hybrid electric vehicle (PHEV) load," in Applied Power Electronics Conference and Exposition, 2009, pp. 2086--2091.

[13]

S. Govindan, A. Sivasubramaniam, and B. Urgaonkar, "Benefits and limitations of tapping into stored energy for datacenters," in Proceedings of the 38th annual international symposium on Computer architecture, ser. ISCA '11.\hskip 1em plus 0.5em minus 0.4em\relax New York, NY, USA: ACM, 2011, pp. 341--352. {Online}. Available: http://doi.acm.org/10.1145/2000064.2000105

Digital Library

[14]

M. Pedram, N. Chang, Y. Kim, and Y. Wang, "Hybrid electrical energy storage systems," in ISLPED, 2010, pp. 363--368.

Digital Library

[15]

M. Villalva, J. Gazoli, and E. Filho, "Comprehensive approach to modeling and simulation of photovoltaic arrays," Power Electronics, IEEE Transactions on, vol. 24, no. 5, pp. 1198--1208, 2009.

[16]

Y. Choi, N. Chang, and T. Kim, "DC--DC converter-aware power management for low-power embedded systems," Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on, vol. 26, no. 8, pp. 1367--1381, 2007.

Digital Library

[17]

J. Kolar, H. Ertl, and F. Zach, "Influence of the modulation method on the conduction and switching losses of a pwm converter system," Industry Applications, IEEE Transactions on, vol. 27, no. 6, pp. 1063--1075, 1991.

[18]

"MOSFET power losses calculation using the data-sheet parameters," Infineon, Tech. Rep., 2006.

[19]

P. Rong and M. Pedram, "An analytical model for predicting the remaining battery capacity of lithium-ion batteries," Very Large Scale Integration (VLSI) Systems, IEEE Transactions on, vol. 14, no. 5, pp. 441--451, 2006.

Digital Library

[20]

D. Rakhmatov, "Battery voltage modeling for portable systems," Design Automation of Electronic Systems, ACM Transactions on, 2009.

Digital Library

Cited By

Chen YVinco SPagliari DMontuschi PMacii EPoncino M(2020)Modeling and Simulation of Cyber-Physical Electrical Energy Systems With SystemC-AMSIEEE Transactions on Sustainable Computing10.1109/TSUSC.2020.29739005:4(552-567)Online publication date: 1-Oct-2020
https://doi.org/10.1109/TSUSC.2020.2973900
Pilati FLelli GRegattieri AGamberi M(2020)Intelligent management of hybrid energy systems for techno-economic performances maximisationEnergy Conversion and Management10.1016/j.enconman.2020.113329224(113329)Online publication date: Nov-2020
https://doi.org/10.1016/j.enconman.2020.113329
Chen YJahier Pagliari DMacii EPoncino MChen DHomayoun HTaskin B(2018)Battery-aware Design Exploration of Scheduling Policies for Multi-sensor DevicesProceedings of the 2018 Great Lakes Symposium on VLSI10.1145/3194554.3194588(201-206)Online publication date: 30-May-2018
https://dl.acm.org/doi/10.1145/3194554.3194588
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Index Terms

Battery management for grid-connected PV systems with a battery
1. Applied computing
  1. Arts and humanities
    1. Architecture (buildings)
      1. Computer-aided design
  2. Physical sciences and engineering
    1. Engineering
      1. Computer-aided design

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Published In

cover image ACM Conferences

ISLPED '12: Proceedings of the 2012 ACM/IEEE international symposium on Low power electronics and design

July 2012

438 pages

ISBN:9781450312493

DOI:10.1145/2333660

General Chairs:
Naresh Shanbhag
University of Illinois at Urbana-Champaign, USA
,
Massimo Poncino
Politecnico di Torino, Italy
,
Program Chairs:
Pai H. Chou
University of California, Irvine / NTHU
,
Ajith Amerasekera
Texas Instruments, USA

Copyright © 2012 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 30 July 2012

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ISLPED'12

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SIGDA

ISLPED'12: International Symposium on Low Power Electronics and Design

July 30 - August 1, 2012

California, Redondo Beach, USA

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Overall Acceptance Rate 398 of 1,159 submissions, 34%

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Cited By

Chen YVinco SPagliari DMontuschi PMacii EPoncino M(2020)Modeling and Simulation of Cyber-Physical Electrical Energy Systems With SystemC-AMSIEEE Transactions on Sustainable Computing10.1109/TSUSC.2020.29739005:4(552-567)Online publication date: 1-Oct-2020
https://doi.org/10.1109/TSUSC.2020.2973900
Pilati FLelli GRegattieri AGamberi M(2020)Intelligent management of hybrid energy systems for techno-economic performances maximisationEnergy Conversion and Management10.1016/j.enconman.2020.113329224(113329)Online publication date: Nov-2020
https://doi.org/10.1016/j.enconman.2020.113329
Chen YJahier Pagliari DMacii EPoncino MChen DHomayoun HTaskin B(2018)Battery-aware Design Exploration of Scheduling Policies for Multi-sensor DevicesProceedings of the 2018 Great Lakes Symposium on VLSI10.1145/3194554.3194588(201-206)Online publication date: 30-May-2018
https://dl.acm.org/doi/10.1145/3194554.3194588
Chen YMacii EPoncino M(2017)A circuit-equivalent battery model accounting for the dependency on load frequencyProceedings of the Conference on Design, Automation & Test in Europe10.5555/3130379.3130656(1177-1182)Online publication date: 27-Mar-2017
https://dl.acm.org/doi/10.5555/3130379.3130656
Subramani GRamachandaramurthy VPadmanaban SMihet-Popa LBlaabjerg FGuerrero J(2017)Grid-Tied Photovoltaic and Battery Storage Systems with Malaysian Electricity Tariff—A Review on Maximum Demand ShavingEnergies10.3390/en1011188410:11(1884)Online publication date: 16-Nov-2017
https://doi.org/10.3390/en10111884
Chen YMacii EPoncino M(2017)A circuit-equivalent battery model accounting for the dependency on load frequencyDesign, Automation & Test in Europe Conference & Exhibition (DATE), 201710.23919/DATE.2017.7927167(1177-1182)Online publication date: Mar-2017
https://doi.org/10.23919/DATE.2017.7927167
Vinco SChen YFummi FMacii EPoncino M(2017)A Layered Methodology for the Simulation of Extra-Functional Properties in Smart SystemsIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems10.1109/TCAD.2017.265098036:10(1702-1715)Online publication date: Oct-2017
https://doi.org/10.1109/TCAD.2017.2650980
Dongol DBollin EFeldmann T(2016)Battery Management Based on Predictive Control and Demand-Side ManagementSmart Grid as a Solution for Renewable and Efficient Energy10.4018/978-1-5225-0072-8.ch007(149-180)Online publication date: 2016
https://doi.org/10.4018/978-1-5225-0072-8.ch007
Wang YLin XPedram M(2016)A Near-Optimal Model-Based Control Algorithm for Households Equipped With Residential Photovoltaic Power Generation and Energy Storage SystemsIEEE Transactions on Sustainable Energy10.1109/TSTE.2015.24671907:1(77-86)Online publication date: Jan-2016
https://doi.org/10.1109/TSTE.2015.2467190
Luthander RWidén JNilsson DPalm J(2015)Photovoltaic self-consumption in buildings: A reviewApplied Energy10.1016/j.apenergy.2014.12.028142(80-94)Online publication date: Mar-2015
https://doi.org/10.1016/j.apenergy.2014.12.028
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