2006 · 16 citations · 3 references
BusinessEconomicsEnergy EconomicsEnvironmental ModelingForecastingEconomic ForecastingEnergy Demand ForecastingEnergy System ModelingEnergy UseSimulation MethodsSimulation ModelingEnergy ConsumptionEnergy Consumption AnalysisEnergy ModelingEnergy System SimulationEnergy Use PredictionEnergy-consumption ModelingLinear RegressionResidual-based Error Estimation
In this paper, we proposed a new grey model (GM) to realize the predictions and analyses of GDP structure, population structure and primary energy consumption structure from year 2004 to 2010 based on the data from 1995 to 2003. The improved GM is obtained by the following procedure: first, statistical method of linear regression is integrated into GM to enhance prediction capability. Second, residual error modification with Markov-chain sign estimation further improve the accuracy. By the above procedure, proposed GM is expected to have better prediction performance. We discussed the development relationship between GDP structure, population structure and energy consumption structure in the future. Furthermore, the experiment is realized based on Matlab and we showed the results of Matlab simulation modeling
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Control problems of grey systems
Deng Julong · Systems & Control Letters · 1982 · 4.4K citations