Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Bücher
Zeitschriften
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
SLX-Digitalkonferenz: Zukunftswerkstatt 2024

Mehr Umsatz mit Top-Kontakten

Am 7. Mai erfahren Sie, wie Vertriebsteams Leadgenerierung, Leadnurturing und Leadstrategien effizient steuern können.
Erweiterte Suche
Anmelden
nach oben
Erschienen in:
Development of Grey System Research Kapitel lesen Erstes Kapitel lesen

2023 | OriginalPaper | Buchkapitel

10. Grey Models and Its Application in Energy-Economy System

verfasst von : Chaoqing Yuan

Erschienen in: Emerging Studies and Applications of Grey Systems

Verlag: Springer Nature Singapore

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Many things about the macroeconomic principles, such as Business Cycle (Cooley et al., 1998; Stock et al., 2005), the stages of economic development (Panayotou, 1983), will change the relationship between energy consumption and economic growth.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Jetzt informieren
Vorheriges Kapitel Millennial Generation: Enthusiastic Versus Stressed Consumers. How Different Is Their Behaviour and Their Opinion on Companies’ Image in Online Social Networks?
Nächstes Kapitel Selection of the Company’s Strategy Using Grey Stratified Decisions Model
Fußnoten
1
All the estimations related to ARIMA model are made with Eviews 6.0.
 
Literatur
Akay, D., & Atak, M. (2007). Grey prediction with rolling mechanism for electricity demand forecasting of Turkey. Energy, 32(9), 1670–1675.CrossRef
Ardakani, F. J., & Ardehali, M. M. (2014). Novel effects of demand side management data on accuracy of electrical energy consumption modeling and long-term forecasting. Energy Conversion and Management, 78, 745–752.CrossRef
Chang, T. C., & Lin, S. J. (1999). Grey relation analysis of carbon dioxide emissions from industrial production and energy uses in Taiwan. Journal of Environmental Management, 56(4), 247–257.CrossRef
Cooley, T. F., & Dwyer, M. (1998). Business cycle analysis without much theory A look at structural VARs. Journal of Econometrics, 83(1), 57–88.CrossRef
Deng, J. (2002). The fundamental of Grey Theory. Huazhong University of Science and Technology press. (in Chinese).
Dunlap, R. E., et al. (2000). New trends in measuring environmental attitudes: Measuring endorsement of the new ecological paradigm: A revised NEP scale. Journal of Social Issues, 56(3), 425–442.
El-Fouly, T. H. M., El-Saadany, E. F., & Salama, M. M. A. (2006). Grey predictor for wind energy conversion systems output power prediction. IEEE Transactions on Power Systems, 21(3), 1450–1452.CrossRef
Feng, D., Tan, Q., & Li, X. (2009). The relationship between Chinese energy consumption and GDP: An econometric analysis based on the grey relational analysis (GRA). In IEEE International Conference on Grey Systems and Intelligent Services, 2009. GSIS 2009 (pp. 153–157). IEEE.
Feng, Z.-H., Zou, L.-L., & Wei, Y.-M. (2011). The impact of household consumption on energy use and CO2 emissions in China. Energy, 36(1), 656–670.CrossRef
Hamilton, J. D. (2015). Time series analysis. China Renmin University Press. (in Chinese).
Hamzacebi, C., & Huseyin Avni, Es. (2014). Forecasting the annual electricity consumption of Turkey using an optimized grey model. Energy, 70, 165–171.
Harris, P. G. (2006). Environmental perspectives and behavior in China: Synopsis and bibliography. Environment and Behavior, 38(1), 5–21.CrossRef
Helm, D. (2002). Energy policy: Security of supply, sustainability and competition. Energy Policy, 30(3), 173–184.CrossRef
Hooker, M. A. (1996). What happened to the oil price-macroeconomy relationship? Journal of Monetary Economics, 38(2), 195–213.CrossRef
Hsu, C.-C., & Chen, C.-Y. (2003). Applications of improved grey prediction model for power demand forecasting. Energy Conversion and Management, 44(14), 2241–2249.CrossRef
Kose, E., Burmaoglu, S., & Kabak, M. (2013). Grey relational analysis between energy consumption and economic growth. Grey Systems: Theory and Application, 3(3), 291–304.CrossRef
Kumar, U., & Jain, V. K. (2010). Time series models (Grey-Markov, Grey Model with rolling mechanism and singular spectrum analysis) to forecast energy consumption in India. Energy, 35(4), 1709–1716.
Lee, Y.-S., & Tong, L.-I. (2011). Forecasting energy consumption using a grey model improved by incorporating genetic programming. Energy Conversion and Management, 52(1), 147–152.CrossRef
Lin, S.J., Lu, I. J., & Lewis, C. (2007). Grey relation performance correlations among economics, energy use and carbon dioxide emission in Taiwan. Energy Policy, 35(3), 1948–1955.
Liu, H. M. (2013). The impact of human behavior on ecological threshold: Positive or negative? Grey relational analysis of ecological footprint, energy consumption and environmental protection. Energy Policy, 56, 711–719.CrossRef
Liu, S. F., Xie, N. M., & Forrest, J. (2011). Novel models of grey relational analysis based on visual angle of similarity and nearness. Grey Systems: Theory and Application, 1, 8–18.CrossRef
Panayotou, T. (1993). Empirical tests and policy analysis of environmental degradation at different stages of economic development. No. 992927783402676. International Labour Organization.
Pao, H.-T., Fu, H.-C., & Tseng, C.-L. (2012). Forecasting of CO2 emissions, energy consumption and economic growth in China using an improved grey model. Energy, 40(1), 400–409.
Pindyck, R. S., & Rotemberg, J. J. (1983). Dynamic factor demands and the effects of energy price shocks. The American Economic Review, 73(5), 1066–1079.
Stock, J. H., & Watson, M. W. (2005). Understanding changes in international business cycle dynamics. Journal of the European Economic Association, 3(5), 968–1006.CrossRef
Wu, J. (2010). Preliminary study on the technical and economical index system for carbon dioxide emission reduction of Chinese electric power industry. Energy of China, 32(012), 21–24.
Xie, N.-M., Yuan, C.-Q., & Yang, Y.-J. (2015). Forecasting China’s energy demand and self-sufficiency rate by grey forecasting model and Markov model. International Journal of Electrical Power & Energy Systems, 66, 1–8.CrossRef
Xu, X., Zhou, J., & Shu, Y. (2007). Estimates of fixed capital stock by sector and region: 1978–2002. Statistical Research, 5, 6–13.
Yao, A. W. L., & Chi, S. C. (2004). Analysis and design of a Taguchi–Grey based electricity demand predictor for energy management systems. Energy Conversion and Management, 45(7), 1205–1217.
You-Xin, L., et al. (2004). Grey GM(1, 1) model with function-transfer method and application to energy consuming prediction. Kybernetes, 33(2), 322–330.
Yuan, C., et al. (2009). Research on the energy-saving effect of energy policies in China: 1982–2006. Energy Policy, 37(7), 2475–2480.
Yuan, C., et al. (2014). Proximity and similitude of sequences based on grey relational analysis. The Journal of Grey System 26(4), 57–75.
Yuan, C., Liu, S., Fang, Z., et al. (2010b). The relation between Chinese economic development and energy consumption in the different periods. Energy Policy, 38(9), 5189–5198.CrossRef
Yuan, C., Liu, S., & Fang, Z. (2016). Comparison of China’s primary energy consumption forecasting by using ARIMA (the autoregressive integrated moving average) model and GM(1, 1) model. Energy, 100, 384–390.CrossRef
Yuan, C., Liu, S., & Wu, J. (2010a). The relationship among energy prices and energy consumption in China. Energy Policy, 38(1), 197–207.
Yuan, C., Zhu, Y., et al. (2017). Using the GM(1, 1) model cluster to forecast global oil consumption. Grey Systems: Theory and Application, 7(2), 286–296.CrossRef
Zhou, P. A. B. W., Ang, B. W., & Poh, K. L. (2006). A trigonometric grey prediction approach to forecasting electricity demand. Energy, 31(14), 2839–2847.CrossRef
Metadaten
Titel
Grey Models and Its Application in Energy-Economy System
verfasst von
Chaoqing Yuan
Copyright-Jahr
2023
Verlag
Springer Nature Singapore
Buch
Emerging Studies and Applications of Grey Systems

Print ISBN: 978-981-19-3423-0

Electronic ISBN: 978-981-19-3424-7

Copyright-Jahr: 2023

DOI
https://doi.org/10.1007/978-981-19-3424-7_10

Premium Partner

    Bildnachweise