메뉴 건너뛰기




Volumn 4, Issue , 2016, Pages 3844-3861

Energy big data: A survey

Author keywords

Big data; data mining; data processing; energy; energy internet; smart grids; Survey

Indexed keywords

DATA HANDLING; DATA MINING; DATA PROCESSING; ELECTRIC POWER TRANSMISSION NETWORKS; SMART POWER GRIDS; SURVEYING; SURVEYS;

EID: 85000797899     PISSN: None     EISSN: 21693536     Source Type: Journal    
DOI: 10.1109/ACCESS.2016.2580581     Document Type: Review
Times cited : (188)

References (132)
  • 1
    • 4544227055 scopus 로고    scopus 로고
    • The future's smart delivery system [electric power supply]
    • Sep./Oct.
    • C. W. Gellings, M. Samotyj, and B. Howe, The future's smart delivery system [electric power supply], " IEEE Power Energy Mag., vol. 2, no. 5, pp. 40-48, Sep./Oct. 2004.
    • (2004) IEEE Power Energy Mag. , vol.2 , Issue.5 , pp. 40-48
    • Gellings, C.W.1    Samotyj, M.2    Howe, B.3
  • 2
    • 84873743210 scopus 로고    scopus 로고
    • A survey on smart grid communication infrastructures: Motivations, requirements and challenges
    • 1st Quart.
    • Y. Yan, Y. Qian, H. Sharif, and D. Tipper, A survey on smart grid communication infrastructures: Motivations, requirements and challenges, " IEEE Commun. Surveys Tuts., vol. 15, no. 1, pp. 5-20, 1st Quart., 2013.
    • (2013) IEEE Commun. Surveys Tuts. , vol.15 , Issue.1 , pp. 5-20
    • Yan, Y.1    Qian, Y.2    Sharif, H.3    Tipper, D.4
  • 3
    • 84962034263 scopus 로고    scopus 로고
    • Mobile big data faulttolerant processing for eHealth networks
    • Jan.
    • K. Wang, Y. Shao, L. Shu, Y. Zhang, and C. Zhu, Mobile big data faulttolerant processing for eHealth networks, " IEEE Netw., vol. 30, no. 1, pp. 1-7, Jan. 2016.
    • (2016) IEEE Netw. , vol.30 , Issue.1 , pp. 1-7
    • Wang, K.1    Shao, Y.2    Shu, L.3    Zhang, Y.4    Zhu, C.5
  • 4
    • 84963962002 scopus 로고    scopus 로고
    • Structural minimax probability machine
    • to be published, Apr. 2016
    • B. Gu, X. Sun, and V. S. Sheng, Structural minimax probability machine, " IEEE Trans. Neural Netw. Learn. Syst., to be published, Apr. 2016, doi: 10. 1109/TNNLS. 2016. 2544779.
    • (2016) IEEE Trans. Neural Netw. Learn. Syst. , pp. 2544779
    • Gu, B.1    Sun, X.2    Sheng, V.S.3
  • 5
    • 77952888003 scopus 로고    scopus 로고
    • Demand response as a market resource under the smart grid paradigm
    • Jun.
    • F. Rahimi and A. Ipakchi, Demand response as a market resource under the smart grid paradigm, " IEEE Trans. Smart Grid, vol. 1, no. 1, pp. 82-88, Jun. 2010.
    • (2010) IEEE Trans. Smart Grid , vol.1 , Issue.1 , pp. 82-88
    • Rahimi, F.1    Ipakchi, A.2
  • 6
    • 27744595750 scopus 로고    scopus 로고
    • Toward a smart grid: Power delivery for the 21st century
    • Sep.
    • S. M. Amin and B. F. Wollenberg, Toward a smart grid: Power delivery for the 21st century, " IEEE Power Energy Mag., vol. 3, no. 5, pp. 34-41, Sep. 2005.
    • (2005) IEEE Power Energy Mag. , vol.3 , Issue.5 , pp. 34-41
    • Amin, S.M.1    Wollenberg, B.F.2
  • 7
    • 0035792343 scopus 로고    scopus 로고
    • Fuzzy regression models to represent electricity market data in deregulated power industry
    • Jul.
    • T. Niimura, M. Dhaliwal, and K. Ozawa, Fuzzy regression models to represent electricity market data in deregulated power industry, " in Proc. IFSA World Congr. NAFIPS Int. Conf., vol. 5. Jul. 2001, pp. 2556-2561.
    • (2001) Proc. IFSA World Congr. NAFIPS Int. Conf. , vol.5 , pp. 2556-2561
    • Niimura, T.1    Dhaliwal, M.2    Ozawa, K.3
  • 8
    • 84922280033 scopus 로고    scopus 로고
    • Achieving ef-cient cloud search services: Multi-keyword ranked search over encrypted cloud data supporting parallel computing
    • Z. Fu, X. Sun, Q. Liu, L. Zhou, and J. Shu, Achieving ef-cient cloud search services: Multi-keyword ranked search over encrypted cloud data supporting parallel computing, " IEICE Trans. Commun., vol. E98-B, no. 1, pp. 190-200, 2015.
    • (2015) IEICE Trans. Commun. , vol.E98-B , Issue.1 , pp. 190-200
    • Fu, Z.1    Sun, X.2    Liu, Q.3    Zhou, L.4    Shu, J.5
  • 9
    • 85027724243 scopus 로고    scopus 로고
    • A big data architecture design for smart grids based on random matrix theory
    • Jul.
    • X. He, Q. Ai, R. C. Qiu, W. Huang, L. Piao, and H. Liu, A big data architecture design for smart grids based on random matrix theory, " IEEE Trans. Smart Grid, Jul. 2015, doi: 10. 1109/TSG. 2015. 2445828.
    • (2015) IEEE Trans. Smart Grid
    • He, X.1    Ai, Q.2    Qiu, R.C.3    Huang, W.4    Piao, L.5    Liu, H.6
  • 11
    • 77956063489 scopus 로고    scopus 로고
    • Wide-area frequency monitoring network (FNET) architecture and applications
    • Sep.
    • Y. Zhang et al., Wide-area frequency monitoring network (FNET) architecture and applications, " IEEE Trans. Smart Grid, vol. 1, no. 2, pp. 159-167, Sep. 2010.
    • (2010) IEEE Trans. Smart Grid , vol.1 , Issue.2 , pp. 159-167
    • Zhang, Y.1
  • 12
    • 85006766310 scopus 로고    scopus 로고
    • Towards distributed data processing on intelligent leakpoints prediction in petrochemical industries
    • Apr.
    • K. Wang, L. Zhuo, Y. Shao, D. Yue, and K. F. Tsang, Towards distributed data processing on intelligent leakpoints prediction in petrochemical industries, " IEEE Trans. Ind. Informat., Apr. 2016, doi: 10. 1109/TII. 2016. 2537788.
    • (2016) IEEE Trans. Ind. Informat.
    • Wang, K.1    Zhuo, L.2    Shao, Y.3    Yue, D.4    Tsang, K.F.5
  • 13
    • 85028203782 scopus 로고    scopus 로고
    • Incremental support vector learning for ordinal regression
    • Jul.
    • B. Gu, V. S. Sheng, K. Y. Tay, W. Romano, and S. Li, Incremental support vector learning for ordinal regression, " IEEE Trans. Neural Netw. Learn. Syst., vol. 26, no. 7, pp. 1403-1416, Jul. 2015.
    • (2015) IEEE Trans. Neural Netw. Learn. Syst. , vol.26 , Issue.7 , pp. 1403-1416
    • Gu, B.1    Sheng, V.S.2    Tay, K.Y.3    Romano, W.4    Li, S.5
  • 15
    • 84916597404 scopus 로고    scopus 로고
    • Business intelligence and analytics: From big data to big impact
    • Dec.
    • H. Chen, R. H. L. Chiang, and V. C. Storey, Business intelligence and analytics: From big data to big impact, " MIS Quart., vol. 36, no. 4, pp. 1165-1188, Dec. 2012.
    • (2012) MIS Quart. , vol.36 , Issue.4 , pp. 1165-1188
    • Chen, H.1    Chiang, R.H.L.2    Storey, V.C.3
  • 17
    • 51349115095 scopus 로고    scopus 로고
    • Big data: The future of biocuration
    • Sep.
    • D. Howe et al., Big data: The future of biocuration, " Nature, vol. 455, no. 7209, pp. 47-50, Sep. 2008.
    • (2008) Nature , vol.455 , Issue.7209 , pp. 47-50
    • Howe, D.1
  • 19
    • 77952885648 scopus 로고    scopus 로고
    • Smart transmission grid applications and their supporting infrastructure
    • Jun.
    • A. Bose, Smart transmission grid applications and their supporting infrastructure, " IEEE Trans. Smart Grid, vol. 1, no. 1, pp. 11-19, Jun. 2010.
    • (2010) IEEE Trans. Smart Grid , vol.1 , Issue.1 , pp. 11-19
    • Bose, A.1
  • 21
    • 84900493914 scopus 로고    scopus 로고
    • Use of synchrophasor measurements in protective relaying applications
    • Mar./Apr.
    • J. O'Brien et al., Use of synchrophasor measurements in protective relaying applications, " in Proc. Conf. Protective Relay Eng., Mar./Apr. 2014, pp. 23-29.
    • (2014) Proc. Conf. Protective Relay Eng. , pp. 23-29
    • O'Brien, J.1
  • 22
    • 84959421728 scopus 로고    scopus 로고
    • A robust regularization path algorithm for #-support vector classi-cation
    • to be published
    • B. Gu and V. S. Sheng, A robust regularization path algorithm for #-support vector classi-cation, " IEEE Trans. Neural Netw. Learn. Syst., to be published, doi: 10. 1109/TNNLS. 2016. 2527796.
    • IEEE Trans. Neural Netw. Learn. Syst.
    • Gu, B.1    Sheng, V.S.2
  • 24
    • 84860867312 scopus 로고    scopus 로고
    • A comparative study of data storage and processing architectures for the smart grid
    • Oct.
    • M. Arenas-Martinez et al., A comparative study of data storage and processing architectures for the smart grid, " in Proc. IEEE Int. Conf. Smart Grid Commun. (SmartGridComm), Oct. 2010, pp. 285-290.
    • (2010) Proc IEEE Int. Conf. Smart Grid Commun. (SmartGridComm) , pp. 285-290
    • Arenas-Martinez, M.1
  • 25
    • 77955702477 scopus 로고    scopus 로고
    • An authenticated control framework for distributed voltage support on the smart grid
    • Jun.
    • K. M. Rogers, R. Klump, H. Khurana, A. A. Aquino-Lugo, and T. J. Overbye, An authenticated control framework for distributed voltage support on the smart grid, " IEEE Trans. Smart Grid, vol. 1, no. 1, pp. 40-47, Jun. 2010.
    • (2010) IEEE Trans. Smart Grid , vol.1 , Issue.1 , pp. 40-47
    • Rogers, K.M.1    Klump, R.2    Khurana, H.3    Aquino-Lugo, A.A.4    Overbye, T.J.5
  • 26
    • 80053962935 scopus 로고    scopus 로고
    • Adapted ant colony optimization for ef-cient recon-guration of balanced and unbalanced distribution systems for loss minimization
    • Sep.
    • A. Swarnkar, N. Gupta, and K. R. Niazi, Adapted ant colony optimization for ef-cient recon-guration of balanced and unbalanced distribution systems for loss minimization, " Swarm Evol. Comput., vol. 1, no. 3, pp. 129-137, Sep. 2011.
    • (2011) Swarm Evol. Comput. , vol.1 , Issue.3 , pp. 129-137
    • Swarnkar, A.1    Gupta, N.2    Niazi, K.R.3
  • 27
    • 79951952967 scopus 로고    scopus 로고
    • A control framework for the smart grid for voltage support using agent-based technologies
    • Mar.
    • A. A. Aquino-Lugo, R. Klump, and T. J. Overbye, A control framework for the smart grid for voltage support using agent-based technologies, " IEEE Trans. Smart Grid, vol. 2, no. 1, pp. 173-200, Mar. 2011.
    • (2011) IEEE Trans. Smart Grid , vol.2 , Issue.1 , pp. 173-200
    • Aquino-Lugo, A.A.1    Klump, R.2    Overbye, T.J.3
  • 28
    • 84882940296 scopus 로고    scopus 로고
    • Residential electrical load model based on mixture model clustering and Markov models
    • Aug.
    • W. Labeeuw and G. Deconinck, Residential electrical load model based on mixture model clustering and Markov models, " IEEE Trans. Ind. Informat., vol. 9, no. 3, pp. 1561-1569, Aug. 2013.
    • (2013) IEEE Trans. Ind. Informat. , vol.9 , Issue.3 , pp. 1561-1569
    • Labeeuw, W.1    Deconinck, G.2
  • 29
    • 84879827374 scopus 로고    scopus 로고
    • A new method for pattern recognition in load pro-les to support decision-making in the management of the electric sector
    • Dec.
    • A. M. S. Ferreira, C. A. M. T. Cavalcante, C. H. O. Fontes, and J. E. S. Marambio, A new method for pattern recognition in load pro-les to support decision-making in the management of the electric sector, " Int. J. Elect. Power Energy Syst., vol. 53, no. 4, pp. 824-831, Dec. 2013.
    • (2013) Int. J. Elect. Power Energy Syst. , vol.53 , Issue.4 , pp. 824-831
    • Ferreira, A.M.S.1    Cavalcante, C.A.M.T.2    Fontes, C.H.O.3    Marambio, J.E.S.4
  • 30
    • 84877317899 scopus 로고    scopus 로고
    • Evaluating combined load forecasting in large power systems and smart grids
    • Aug.
    • C. E. Borges, Y. K. Penya, and I. Fernandez, Evaluating combined load forecasting in large power systems and smart grids, " IEEE Trans. Ind. Informat., vol. 9, no. 3, pp. 1570-1577, Aug. 2013.
    • (2013) IEEE Trans. Ind. Informat. , vol.9 , Issue.3 , pp. 1570-1577
    • Borges, C.E.1    Penya, Y.K.2    Fernandez, I.3
  • 31
    • 84862244725 scopus 로고    scopus 로고
    • A hybrid intelligent approach for the prediction of electricity consumption
    • Dec.
    • M. Amina, V. S. Kodogiannis, I. Petrounias, and D. Tomtsis, A hybrid intelligent approach for the prediction of electricity consumption, " Int. J. Elect. Power Energy Syst., vol. 43, no. 1, pp. 99-108, Dec. 2012.
    • (2012) Int. J. Elect. Power Energy Syst. , vol.43 , Issue.1 , pp. 99-108
    • Amina, M.1    Kodogiannis, V.S.2    Petrounias, I.3    Tomtsis, D.4
  • 32
    • 84883007114 scopus 로고    scopus 로고
    • Individual nonparametric load estimation model for power distribution network planning
    • Aug.
    • N. Ding, Y. Besanger, F. Wurtz, and G. Antoine, Individual nonparametric load estimation model for power distribution network planning, " IEEE Trans. Ind. Informat., vol. 9, no. 3, pp. 1578-1587, Aug. 2013.
    • (2013) IEEE Trans. Ind. Informat. , vol.9 , Issue.3 , pp. 1578-1587
    • Ding, N.1    Besanger, Y.2    Wurtz, F.3    Antoine, G.4
  • 33
    • 84886697564 scopus 로고    scopus 로고
    • Measurement and classi-cation of simultaneous power signal patterns with an S-transform variant and fuzzy decision tree
    • Nov.
    • M. Biswal and P. K. Dash, Measurement and classi-cation of simultaneous power signal patterns with an S-transform variant and fuzzy decision tree, " IEEE Trans. Ind. Informat., vol. 9, no. 4, pp. 1819-1827, Nov. 2013.
    • (2013) IEEE Trans. Ind. Informat. , vol.9 , Issue.4 , pp. 1819-1827
    • Biswal, M.1    Dash, P.K.2
  • 34
    • 84881077056 scopus 로고    scopus 로고
    • Locality sensitive hashing based incremental clustering for creating af-nity groups in Hadoop-HDFS-An infrastructure extension
    • Mar.
    • A. K. Karun and K. Chitharanjan, Locality sensitive hashing based incremental clustering for creating af-nity groups in Hadoop-HDFS-An infrastructure extension, " in Proc. IEEE Int. Conf. Circuits, Power Comput. Technol., Mar. 2013, pp. 1243-1249.
    • (2013) Proc IEEE Int. Conf. Circuits, Power Comput. Technol. , pp. 1243-1249
    • Karun, A.K.1    Chitharanjan, K.2
  • 35
    • 84937128206 scopus 로고    scopus 로고
    • A study of big data processing constraints on a low-power Hadoop cluster
    • Jul./Aug.
    • C. Kaewkasi and W. Srisuruk, A study of big data processing constraints on a low-power Hadoop cluster, " in Proc. Int. Comput. Sci. Eng. Conf. (ICSEC), Jul./Aug. 2014, pp. 267-272.
    • (2014) Proc. Int. Comput. Sci. Eng. Conf. (ICSEC) , pp. 267-272
    • Kaewkasi, C.1    Srisuruk, W.2
  • 37
    • 37549003336 scopus 로고    scopus 로고
    • MapReduce: Simpli-ed data processing on large clusters
    • J. Dean and S. Ghemawat, MapReduce: Simpli-ed data processing on large clusters, " Commun. ACM, vol. 51, no. 1, pp. 107-113, 2008.
    • (2008) Commun ACM , vol.51 , Issue.1 , pp. 107-113
    • Dean, J.1    Ghemawat, S.2
  • 38
    • 84949921971 scopus 로고    scopus 로고
    • Big data processing with harnessing Hadoop-MapReduce for optimizing analytical workloads
    • Nov.
    • K. V. Rama Satish and N. P. Kavya, Big data processing with harnessing Hadoop-MapReduce for optimizing analytical workloads, " in Proc. Int. Conf. Contemp. Comput. Informat. (IC3I), Nov. 2014, pp. 49-54.
    • (2014) Proc. Int. Conf. Contemp. Comput. Informat. (IC3I) , pp. 49-54
    • Rama Satish, K.V.1    Kavya, N.P.2
  • 41
    • 84957663031 scopus 로고    scopus 로고
    • A two-way street: Green big data processing for a greener smart grid
    • Feb.
    • Z. Asad and M. A. R. Chaudhry, A two-way street: Green big data processing for a greener smart grid, " IEEE Syst. J., Feb. 2016, doi: 10. 1109/JSYST. 2015. 2498639.
    • (2016) IEEE Syst. J.
    • Asad, Z.1    Chaudhry, M.A.R.2
  • 42
    • 84960408460 scopus 로고    scopus 로고
    • Demand response management in the smart grid in a large population regime
    • Jan.
    • S. Maharjan, Q. Zhu, Y. Zhang, S. Gjessing, and T. Basar, Demand response management in the smart grid in a large population regime, " IEEE Trans. Smart Grid, vol. 7, no. 1, pp. 189-199, Jan. 2016.
    • (2016) IEEE Trans. Smart Grid , vol.7 , Issue.1 , pp. 189-199
    • Maharjan, S.1    Zhu, Q.2    Zhang, Y.3    Gjessing, S.4    Basar, T.5
  • 43
    • 84961805865 scopus 로고    scopus 로고
    • Utilization of PMU data to evaluate the effectiveness of voltage stability boundary and indices
    • Oct.
    • M. K. H. Pulok and M. Omar Faruque, Utilization of PMU data to evaluate the effectiveness of voltage stability boundary and indices, " in Proc. IEEE North Amer. Power Symp., Oct. 2015, pp. 1-6.
    • (2015) Proc IEEE North Amer. Power Symp. , pp. 1-6
    • Pulok, M.K.H.1    Omar Faruque, M.2
  • 44
    • 84881342291 scopus 로고    scopus 로고
    • IED dataset generation: Analysis across theaters
    • Apr.
    • S. J. Wangeman, IED dataset generation: Analysis across theaters, " in Proc. IEEE Syst. Inf. Eng. Design Symp., Apr. 2013, pp. 92-97.
    • (2013) Proc IEEE Syst. Inf. Eng. Design Symp. , pp. 92-97
    • Wangeman, S.J.1
  • 45
    • 84923224316 scopus 로고    scopus 로고
    • Toward scalable systems for big data analytics: A technology tutorial
    • H. Hu, Y. Wen, T.-S. Chua, and X. Li, Toward scalable systems for big data analytics: A technology tutorial, " IEEE Access, vol. 2, pp. 652-687, 2014.
    • (2014) IEEE Access , vol.2 , pp. 652-687
    • Hu, H.1    Wen, Y.2    Chua, T.-S.3    Li, X.4
  • 46
    • 84929471718 scopus 로고    scopus 로고
    • Incremental learning for #-support vector regression
    • Jul.
    • B. Gu, V. S. Sheng, Z. Wang, D. Ho, S. Osman, and S. Li, Incremental learning for #-support vector regression, " Neural Netw., vol. 67, pp. 140-150, Jul. 2015.
    • (2015) Neural Netw. , vol.67 , pp. 140-150
    • Gu, B.1    Sheng, V.S.2    Wang, Z.3    Ho, D.4    Osman, S.5    Li, S.6
  • 47
    • 84864350106 scopus 로고    scopus 로고
    • An informatics approach to demand response optimization in smart grids
    • Mar.
    • Y. Simmhan et al., An informatics approach to demand response optimization in smart grids, " Natural Gas, vol. 31, p. 60, Mar. 2011.
    • (2011) Natural Gas , vol.31 , pp. 60
    • Simmhan, Y.1
  • 48
    • 84908627720 scopus 로고    scopus 로고
    • An experimental approach towards big data for analyzing memory utilization on a Hadoop cluster using HDFS and MapReduce
    • Aug.
    • A. Pal and S. Agrawal, An experimental approach towards big data for analyzing memory utilization on a Hadoop cluster using HDFS and MapReduce, " in Proc. IEEE Int. Conf. Netw. Soft Comput. (ICNSC), Aug. 2014, pp. 442-447.
    • (2014) Proc IEEE Int. Conf. Netw. Soft Comput. (ICNSC) , pp. 442-447
    • Pal, A.1    Agrawal, S.2
  • 50
    • 84923917788 scopus 로고    scopus 로고
    • Towards a semantic extract-transform-load (ETL) framework for big data integration
    • Jun./Jul.
    • S. K. Bansal, Towards a semantic extract-transform-load (ETL) framework for big data integration, " in Proc. IEEE Int. Congr. Big Data, Jun./Jul. 2014, pp. 522-529.
    • (2014) Proc IEEE Int. Congr. Big Data , pp. 522-529
    • Bansal, S.K.1
  • 51
    • 84962448916 scopus 로고    scopus 로고
    • A secure and dynamic multikeyword ranked search scheme over encrypted cloud data
    • Feb.
    • Z. Xia, X. Wang, X. Sun, and Q. Wang, A secure and dynamic multikeyword ranked search scheme over encrypted cloud data, " IEEE Trans. Parallel Distrib. Syst., vol. 27, no. 2, pp. 340-352, Feb. 2016.
    • (2016) IEEE Trans. Parallel Distrib. Syst. , vol.27 , Issue.2 , pp. 340-352
    • Xia, Z.1    Wang, X.2    Sun, X.3    Wang, Q.4
  • 52
    • 84982135416 scopus 로고    scopus 로고
    • Enabling personalized search over encrypted outsourced data with ef-ciency improvement
    • Dec.
    • Z. Fu, K. Ren, J. Shu, X. Sun, and F. Huang, Enabling personalized search over encrypted outsourced data with ef-ciency improvement, " IEEE Trans. Parallel Distrib. Syst., Dec. 2015, doi: 10. 1109/TPDS. 2015. 2506573.
    • (2015) IEEE Trans. Parallel Distrib. Syst.
    • Fu, Z.1    Ren, K.2    Shu, J.3    Sun, X.4    Huang, F.5
  • 53
    • 84942550998 scopus 로고    scopus 로고
    • Public-key cryptosystems based on composite degree residuosity classes
    • P. Paillier, Public-key cryptosystems based on composite degree residuosity classes, " in Proc. Int. Conf. Theory Appl. Cryptograph. (EUROCRYPT), 1999, pp. 223-238.
    • (1999) Proc. Int. Conf. Theory Appl. Cryptograph. (EUROCRYPT) , pp. 223-238
    • Paillier, P.1
  • 55
    • 0017930809 scopus 로고
    • A method for obtaining digital signatures and public-key cryptosystems
    • Feb.
    • R. L. Rivest, A. Shamir, and L. Adleman, A method for obtaining digital signatures and public-key cryptosystems, " Commun. ACM, vol. 21, no. 2, pp. 120-126, Feb. 1978.
    • (1978) Commun ACM , vol.21 , Issue.2 , pp. 120-126
    • Rivest, R.L.1    Shamir, A.2    Adleman, L.3
  • 56
    • 70350642087 scopus 로고    scopus 로고
    • Fully homomorphic encryption using ideal lattices
    • C. Gentry, Fully homomorphic encryption using ideal lattices, " in Proc. ACM STOC, vol. 9. 2009, pp. 169-178.
    • (2009) Proc ACM STOC , vol.9 , pp. 169-178
    • Gentry, C.1
  • 57
    • 84857204628 scopus 로고    scopus 로고
    • A secure data aggregation and dispatch scheme for home area networks in smart grid
    • Dec.
    • Y. Yan, Y. Qian, and H. Sharif, A secure data aggregation and dispatch scheme for home area networks in smart grid, " in Proc. IEEE Global Telecommun. Conf. (GLOBECOM), Dec. 2011, pp. 1-6.
    • (2011) Proc IEEE Global Telecommun. Conf. (GLOBECOM) , pp. 1-6
    • Yan, Y.1    Qian, Y.2    Sharif, H.3
  • 58
    • 84875055639 scopus 로고    scopus 로고
    • A decentralized security framework for data aggregation and access control in smart grids
    • Mar.
    • S. Ruj and A. Nayak, A decentralized security framework for data aggregation and access control in smart grids, " IEEE Trans. Smart Grid, vol. 4, no. 1, pp. 196-205, Mar. 2013.
    • (2013) IEEE Trans. Smart Grid , vol.4 , Issue.1 , pp. 196-205
    • Ruj, S.1    Nayak, A.2
  • 63
    • 0042564491 scopus 로고    scopus 로고
    • Data-centric storage in sensornets with GHT, a geographic hash table
    • Aug.
    • S. Ratnasamy et al., Data-centric storage in sensornets with GHT, a geographic hash table, " Mobile Netw. Appl., vol. 8, no. 4, pp. 427-442, Aug. 2003.
    • (2003) Mobile Netw. Appl. , vol.8 , Issue.4 , pp. 427-442
    • Ratnasamy, S.1
  • 64
    • 0034547115 scopus 로고    scopus 로고
    • GPSR: Greedy perimeter stateless routing for wireless networks
    • B. Karp and H. T. Kung, GPSR: Greedy perimeter stateless routing for wireless networks, " in Proc. Int. Conf. Mobile Comput. Netw., 2000, pp. 243-254.
    • (2000) Proc. Int. Conf. Mobile Comput. Netw. , pp. 243-254
    • Karp, B.1    Kung, H.T.2
  • 65
    • 84946692821 scopus 로고    scopus 로고
    • Power system data management and analysis using synchrophasor data
    • Jul.
    • R. Meier et al., Power system data management and analysis using synchrophasor data, " in Proc. IEEE Conf. Technol. Sustain. (SusTech), Jul. 2014, pp. 225-231.
    • (2014) Proc IEEE Conf. Technol. Sustain. (SusTech) , pp. 225-231
    • Meier, R.1
  • 68
    • 80051783978 scopus 로고    scopus 로고
    • A data mining framework for electricity consumption analysis from meter data
    • Aug.
    • D. De Silva, X. Yu, D. Alahakoon, and G. Holmes, A data mining framework for electricity consumption analysis from meter data, " IEEE Trans. Ind. Informat., vol. 7, no. 3, pp. 399-407, Aug. 2011.
    • (2011) IEEE Trans. Ind. Informat. , vol.7 , Issue.3 , pp. 399-407
    • De Silva, D.1    Yu, X.2    Alahakoon, D.3    Holmes, G.4
  • 69
  • 75
    • 84873142396 scopus 로고    scopus 로고
    • Whom to ask: Jury selection for decision making tasks on micro-blog services
    • Jul.
    • C. C. Cao, J. She, Y. Tong, and L. Chen, Whom to ask?: Jury selection for decision making tasks on micro-blog services, " in Proc. VLDB Endowment, Jul. 2012, vol. 5. no. 11, pp. 1495-1506.
    • (2012) Proc. VLDB Endowment , vol.5 , Issue.11 , pp. 1495-1506
    • Cao, C.C.1    She, J.2    Tong, Y.3    Chen, L.4
  • 78
    • 71149084080 scopus 로고    scopus 로고
    • Supervised learning from multiple experts: Whom to trust when everyone lies a bit
    • V. C. Raykar et al., Supervised learning from multiple experts: Whom to trust when everyone lies a bit, " in Proc. 26th Annu. Int. Conf. Mach. Learn., 2009, pp. 889-896.
    • (2009) Proc. 26th Annu. Int. Conf. Mach. Learn. , pp. 889-896
    • Raykar, V.C.1
  • 79
    • 84873191280 scopus 로고    scopus 로고
    • CDAS: A crowdsourcing data analytics system
    • Jun.
    • X. Liu, M. Lu, B. C. Ooi, Y. Shen, S. Wu, and M. Zhang, CDAS: A crowdsourcing data analytics system, " in Proc. VLDB Endowment, Jun. 2012, vol. 5. no. 10, pp. 1040-1051.
    • (2012) Proc. VLDB Endowment , vol.5 , Issue.10 , pp. 1040-1051
    • Liu, X.1    Lu, M.2    Ooi, B.C.3    Shen, Y.4    Wu, S.5    Zhang, M.6
  • 83
    • 21644440888 scopus 로고    scopus 로고
    • Security for industrial communication systems
    • Jun.
    • D. Dzung, M. Naedele, T. P. V. Hoff, and M. Crevatin, Security for industrial communication systems, " Proc. IEEE, vol. 93, no. 6, pp. 1152-1177, Jun. 2005.
    • (2005) Proc IEEE , vol.93 , Issue.6 , pp. 1152-1177
    • Dzung, D.1    Naedele, M.2    Hoff, T.P.V.3    Crevatin, M.4
  • 84
    • 67650822699 scopus 로고    scopus 로고
    • Security and privacy challenges in the smart grid
    • May/Jun.
    • P. McDaniel and S. McLaughlin, Security and privacy challenges in the smart grid, " IEEE Security Privacy, vol. 7, no. 3, pp. 75-77, May/Jun. 2009.
    • (2009) IEEE Security Privacy , vol.7 , Issue.3 , pp. 75-77
    • McDaniel, P.1    McLaughlin, S.2
  • 87
    • 77954711910 scopus 로고    scopus 로고
    • Differentially private aggregation of distributed time-series with transformation and encryption
    • V. Rastogi and S. Nath, Differentially private aggregation of distributed time-series with transformation and encryption, " in Proc. ACM SIGMOD Int. Conf. Manage. Data, 2010, pp. 735-746.
    • (2010) Proc ACM SIGMOD Int. Conf. Manage. Data , pp. 735-746
    • Rastogi, V.1    Nath, S.2
  • 90
    • 79959856672 scopus 로고    scopus 로고
    • False data injection attacks against state estimation in electric power grids
    • Sep.
    • Y. Liu, P. Ning, and M. K. Reiter, False data injection attacks against state estimation in electric power grids, " ACM Trans. Inf. Syst. Secur., vol. 14, no. 1, p. 13, Sep. 2009.
    • (2009) ACM Trans. Inf. Syst. Secur. , vol.14 , Issue.1 , pp. 13
    • Liu, Y.1    Ning, P.2    Reiter, M.K.3
  • 91
    • 84903836162 scopus 로고    scopus 로고
    • Analyzing cascading failures in smart grids under random and targeted attacks
    • May
    • S. Ruj and A. Pal, Analyzing cascading failures in smart grids under random and targeted attacks, " in Proc. IEEE 28th Int. Conf. Adv. Inf. Netw. Appl. (AINA), May 2014, pp. 226-233.
    • (2014) Proc. IEEE 28th Int. Conf. Adv. Inf. Netw. Appl. (AINA) , pp. 226-233
    • Ruj, S.1    Pal, A.2
  • 92
    • 82155175605 scopus 로고    scopus 로고
    • Integrity data attacks in power market operations
    • Dec.
    • L. Xie, Y. Mo, and B. Sinopoli, Integrity data attacks in power market operations, " IEEE Trans. Smart Grid, vol. 2, no. 4, pp. 659-666, Dec. 2011.
    • (2011) IEEE Trans. Smart Grid , vol.2 , Issue.4 , pp. 659-666
    • Xie, L.1    Mo, Y.2    Sinopoli, B.3
  • 93
    • 82155162476 scopus 로고    scopus 로고
    • Malicious data attacks on the smart grid
    • Dec.
    • O. Kosut, L. Jia, R. J. Thomas, and L. Tong, Malicious data attacks on the smart grid, " IEEE Trans. Smart Grid, vol. 2, no. 4, pp. 645-658, Dec. 2011.
    • (2011) IEEE Trans. Smart Grid , vol.2 , Issue.4 , pp. 645-658
    • Kosut, O.1    Jia, L.2    Thomas, R.J.3    Tong, L.4
  • 95
    • 84864607132 scopus 로고    scopus 로고
    • Quantitative analysis of load redistribution attacks in power systems
    • Sep.
    • Y. Yuan, Z. Li, and K. Ren, Quantitative analysis of load redistribution attacks in power systems, " IEEE Trans. Parallel Distrib. Syst., vol. 23, no. 9, pp. 1731-1738, Sep. 2012.
    • (2012) IEEE Trans. Parallel Distrib. Syst. , vol.23 , Issue.9 , pp. 1731-1738
    • Yuan, Y.1    Li, Z.2    Ren, K.3
  • 97
    • 84875051849 scopus 로고    scopus 로고
    • Bad data injection attack and defense in electricity market using game theory study
    • Mar.
    • M. Esmalifalak, G. Shi, Z. Han, and L. Song, Bad data injection attack and defense in electricity market using game theory study, " IEEE Trans. Smart Grid, vol. 4, no. 1, pp. 160-169, Mar. 2013.
    • (2013) IEEE Trans. Smart Grid , vol.4 , Issue.1 , pp. 160-169
    • Esmalifalak, M.1    Shi, G.2    Han, Z.3    Song, L.4
  • 98
    • 84964969282 scopus 로고    scopus 로고
    • Online data integrity attacks against real-time electrical market in smart grid
    • Apr.
    • S. Tan, W.-Z. Song, M. Stewart, J. Yang, and L. Tong, Online data integrity attacks against real-time electrical market in smart grid, " IEEE Trans. Smart Grid, Apr. 2016, doi: 10. 1109/TSG. 2016. 2550801.
    • (2016) IEEE Trans. Smart Grid
    • Tan, S.1    Song, W.-Z.2    Stewart, M.3    Yang, J.4    Tong, L.5
  • 99
    • 84897621622 scopus 로고    scopus 로고
    • Impact of data quality on realtime locational marginal price
    • Mar.
    • L. Jia, J. Kim, R. J. Thomas, and L. Tong, Impact of data quality on realtime locational marginal price, " IEEE Trans. Power Syst., vol. 29, no. 2, pp. 627-636, Mar. 2014.
    • (2014) IEEE Trans. Power Syst. , vol.29 , Issue.2 , pp. 627-636
    • Jia, L.1    Kim, J.2    Thomas, R.J.3    Tong, L.4
  • 100
    • 84872071020 scopus 로고    scopus 로고
    • Aggregated-proofs based privacy-preserving authentication for V2G networks in the smart grid
    • Dec.
    • H. Liu, H. Ning, Y. Zhang, and L. T. Yang, Aggregated-proofs based privacy-preserving authentication for V2G networks in the smart grid, " IEEE Trans. Smart Grid, vol. 3, no. 4, pp. 1722-1733, Dec. 2012.
    • (2012) IEEE Trans. Smart Grid , vol.3 , Issue.4 , pp. 1722-1733
    • Liu, H.1    Ning, H.2    Zhang, Y.3    Yang, L.T.4
  • 101
    • 49249114549 scopus 로고    scopus 로고
    • Network security management and authentication of actions for smart grids operations
    • Oct.
    • A. Hamlyn, H. Cheung, T. Mander, L. Wang, C. Yang, and R. Cheung, Network security management and authentication of actions for smart grids operations, " in Proc. IEEE Elect. Power Conf., Oct. 2007, pp. 31-36.
    • (2007) Proc IEEE Elect. Power Conf , pp. 31-36
    • Hamlyn, A.1    Cheung, H.2    Mander, T.3    Wang, L.4    Yang, C.5    Cheung, R.6
  • 104
    • 78650536265 scopus 로고    scopus 로고
    • Protection of identity information in cloud computing without trusted third party
    • Oct./Nov.
    • R. Ranchal et al., Protection of identity information in cloud computing without trusted third party, " in Proc. 29th IEEE Symp. Reliable Distrib. Syst., Oct./Nov. 2010, pp. 368-372.
    • (2010) Proc. 29th IEEE Symp. Reliable Distrib. Syst. , pp. 368-372
    • Ranchal, R.1
  • 105
    • 0018545449 scopus 로고
    • How to share a secret
    • Nov.
    • A. Shamir, How to share a secret, " Commun. ACM, vol. 22, no. 11, pp. 612-613, Nov. 1979.
    • (1979) Commun ACM , vol.22 , Issue.11 , pp. 612-613
    • Shamir, A.1
  • 107
    • 79958835236 scopus 로고    scopus 로고
    • A methodology for biomass cogeneration plants overall energy ef-ciency calculation and measurement-A basis for generators real time ef-ciency data disclosure
    • Mar.
    • A. C. Paro and E. A. F. A. Fadigas, A methodology for biomass cogeneration plants overall energy ef-ciency calculation and measurement-A basis for generators real time ef-ciency data disclosure, " in Proc. IEEE/PES Power Syst. Conf. Expo. (PSCE), Mar. 2011, pp. 1-7.
    • (2011) Proc IEEE/PES Power Syst. Conf. Expo. (PSCE) , pp. 1-7
    • Paro, A.C.1    Fadigas, E.A.F.A.2
  • 108
    • 84904178855 scopus 로고    scopus 로고
    • Innovation and cost reduction for marine renewable energy: A learning investment sensitivity analysis
    • Sep.
    • A. MacGillivray, H. Jeffrey, M. Winskel, and I. Bryden, Innovation and cost reduction for marine renewable energy: A learning investment sensitivity analysis, " Technol. Forecasting Social Change, vol. 87, pp. 108-124, Sep. 2014.
    • (2014) Technol. Forecasting Social Change , vol.87 , pp. 108-124
    • MacGillivray, A.1    Jeffrey, H.2    Winskel, M.3    Bryden, I.4
  • 110
    • 40849098849 scopus 로고    scopus 로고
    • Multistate wind energy conversion system models for adequacy assessment of generating systems incorporating wind energy
    • Mar.
    • R. Billinton and Y. Gao, Multistate wind energy conversion system models for adequacy assessment of generating systems incorporating wind energy, " IEEE Trans. Energy Convers., vol. 23, no. 1, pp. 163-170, Mar. 2008.
    • (2008) IEEE Trans. Energy Convers. , vol.23 , Issue.1 , pp. 163-170
    • Billinton, R.1    Gao, Y.2
  • 111
    • 0036489269 scopus 로고    scopus 로고
    • Optimum autonomous wind-power system sizing for remote consumers, using long-term wind speed data
    • Mar.
    • J. K. Kaldellis, Optimum autonomous wind-power system sizing for remote consumers, using long-term wind speed data, " Appl. Energy, vol. 71, no. 3, pp. 215-233, Mar. 2002.
    • (2002) Appl. Energy , vol.71 , Issue.3 , pp. 215-233
    • Kaldellis, J.K.1
  • 112
    • 84931097571 scopus 로고    scopus 로고
    • A recommender system for the optimal combination of energy resources with cost-bene-t analysis
    • Mar.
    • L. Kung and H.-F. Wang, A recommender system for the optimal combination of energy resources with cost-bene-t analysis, " in Proc. Int. Conf. Ind. Eng. Oper. Manage. (IEOM), Mar. 2015, pp. 1-10.
    • (2015) Proc. Int. Conf. Ind. Eng. Oper. Manage. (IEOM) , pp. 1-10
    • Kung, L.1    Wang, H.-F.2
  • 113
    • 84874995688 scopus 로고    scopus 로고
    • Dependable demand response management in the smart grid: A Stackelberg game approach
    • Mar.
    • S. Maharjan, Q. Zhu, Y. Zhang, S. Gjessing, and T. Basar, Dependable demand response management in the smart grid: A Stackelberg game approach, " IEEE Trans. Smart Grid, vol. 4, no. 1, pp. 120-132, Mar. 2013.
    • (2013) IEEE Trans. Smart Grid , vol.4 , Issue.1 , pp. 120-132
    • Maharjan, S.1    Zhu, Q.2    Zhang, Y.3    Gjessing, S.4    Basar, T.5
  • 114
    • 84893252624 scopus 로고    scopus 로고
    • Demand response targeting using big data analytics
    • Oct.
    • J. Kwac and R. Rajagopal, Demand response targeting using big data analytics, " in Proc. IEEE Int. Conf. Big Data, Oct. 2013, pp. 683-690.
    • (2013) Proc IEEE Int. Conf. Big Data , pp. 683-690
    • Kwac, J.1    Rajagopal, R.2
  • 115
    • 84884819592 scopus 로고    scopus 로고
    • Data center demand response:Avoiding the coincident peak viaworkload shifting and local generation
    • Oct.
    • Z. Liu, A. Wierman, Y. Chen, B. Razon, and N. Chen, Data center demand response:Avoiding the coincident peak viaworkload shifting and local generation, " Perform. Eval., vol. 70, no. 10, pp. 770-791, Oct. 2013.
    • (2013) Perform. Eval. , vol.70 , Issue.10 , pp. 770-791
    • Liu, Z.1    Wierman, A.2    Chen, Y.3    Razon, B.4    Chen, N.5
  • 116
    • 77956451041 scopus 로고    scopus 로고
    • Sizing and analysis of big scale and isolated electric systems based on renewable sources with energy storage
    • Sep.
    • S. G. Goyena and S. A. Acciona, Sizing and analysis of big scale and isolated electric systems based on renewable sources with energy storage, " in Proc. IEEE PES/IAS Conf. Sustain. Alternative Energy (SAE), Sep. 2009, pp. 1-7.
    • (2009) Proc IEEE PES/IAS Conf. Sustain. Alternative Energy (SAE) , pp. 1-7
    • Goyena, S.G.1    Acciona, S.A.2
  • 117
    • 84860737500 scopus 로고    scopus 로고
    • Driving pattern analysis for electric vehicle (EV) grid integration study
    • Oct.
    • Q. Wu et al., Driving pattern analysis for electric vehicle (EV) grid integration study, " in Proc. IEEE Innov. Smart Grid Technol. Conf. (ISGT), Oct. 2010, pp. 1-6.
    • (2010) Proc IEEE Innov. Smart Grid Technol. Conf. (ISGT) , pp. 1-6
    • Wu, Q.1
  • 118
    • 84857646489 scopus 로고    scopus 로고
    • Performance evaluation of an EDA-based largescale plug-in hybrid electric vehicle charging algorithm
    • Mar.
    • W. Su and M.-Y. Chow, Performance evaluation of an EDA-based largescale plug-in hybrid electric vehicle charging algorithm, " IEEE Trans. Smart Grid, vol. 3, no. 1, pp. 308-315, Mar. 2012.
    • (2012) IEEE Trans. Smart Grid , vol.3 , Issue.1 , pp. 308-315
    • Su, W.1    Chow, M.-Y.2
  • 121
    • 84956859304 scopus 로고    scopus 로고
    • An advanced data driven model for residential electric vehicle charging demand
    • Jul.
    • X. Zhang and S. Grijalva, An advanced data driven model for residential electric vehicle charging demand, " in Proc. IEEE Power Energy Soc. General Meeting, Jul. 2015, pp. 1-5.
    • (2015) Proc IEEE Power Energy Soc. General Meeting , pp. 1-5
    • Zhang, X.1    Grijalva, S.2
  • 123
    • 84956861135 scopus 로고    scopus 로고
    • Probabilistic estimation of the state of electric vehicles for smart grid applications in big data context
    • Jul.
    • J. Soares, N. Borges, B. Canizes, and Z. Vale, Probabilistic estimation of the state of electric vehicles for smart grid applications in big data context, " in Proc. IEEE Power Energy Soc. General Meeting, Jul. 2015, pp. 1-5.
    • (2015) Proc IEEE Power Energy Soc. General Meeting , pp. 1-5
    • Soares, J.1    Borges, N.2    Canizes, B.3    Vale, Z.4
  • 124
    • 84959858451 scopus 로고    scopus 로고
    • A novel big data modeling method for improving driving range estimation of EVs
    • C.-H. Lee and C.-H. Wu, A novel big data modeling method for improving driving range estimation of EVs, " IEEE Access, vol. 3, pp. 1980-1993, 2015.
    • (2015) IEEE Access , vol.3 , pp. 1980-1993
    • Lee, C.-H.1    Wu, C.-H.2
  • 127
    • 34548740732 scopus 로고    scopus 로고
    • Ef-cient evaluation of imprecise locationdependent queries
    • Apr.
    • J. Chen and R. Cheng, Ef-cient evaluation of imprecise locationdependent queries, " in Proc. IEEE Int. Conf. Data Eng., Apr. 2007, pp. 586-595.
    • (2007) Proc IEEE Int. Conf. Data Eng , pp. 586-595
    • Chen, J.1    Cheng, R.2
  • 129
    • 0032597796 scopus 로고    scopus 로고
    • A method for evaluating datapreprocessing techniques for odour classi-cation with an array of gas sensors
    • Oct.
    • R. Gutierrez-Osuna and H. T. Nagle, A method for evaluating datapreprocessing techniques for odour classi-cation with an array of gas sensors, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 29, no. 5, pp. 626-632, Oct. 1999.
    • (1999) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.29 , Issue.5 , pp. 626-632
    • Gutierrez-Osuna, R.1    Nagle, H.T.2
  • 130
    • 0031630274 scopus 로고    scopus 로고
    • A pipelined architecture of fast modular multiplication for RSA cryptography
    • May/Jun.
    • J.-L. Sheu, M.-D. Shieh, C.-H. Wu, and M.-H. Sheu, A pipelined architecture of fast modular multiplication for RSA cryptography, " in Proc. IEEE Int. Symp. Circuits Syst., vol. 2. May/Jun. 1998, pp. 121-124.
    • (1998) Proc IEEE Int. Symp. Circuits Syst. , vol.2 , pp. 121-124
    • Sheu, J.-L.1    Shieh, M.-D.2    Wu, C.-H.3    Sheu, M.-H.4
  • 131
    • 85115374351 scopus 로고
    • Algorithms for quantum computation: Discrete logarithms and factoring
    • Nov.
    • P. W. Shor, Algorithms for quantum computation: Discrete logarithms and factoring, " in Proc. Annu. Symp. Found. Comput. Sci., Nov. 1994, pp. 124-134.
    • (1994) Proc. Annu. Symp. Found. Comput. Sci , pp. 124-134
    • Shor, P.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.