A Non-Linear Controller for Forecasting the Rising Demand for Electric Vehicles Applicable to Indian Road Conditions

@article{Poorani2016ANC,
  title={A Non-Linear Controller for Forecasting the Rising Demand for Electric Vehicles Applicable to Indian Road Conditions},
  author={S. Poorani and R. Murugan},
  journal={International Journal of Electrical and Computer Engineering},
  year={2016},
  volume={6},
  pages={2274-2281}
}
  • S. Poorani, R. Murugan
  • Published 2016
  • Computer Science
  • International Journal of Electrical and Computer Engineering
  • These days load forecasting is much more required  in order to reduce the wastage of energy. This paper is to implement & develop the idea of short term load forecasting by using Artificial Neural Network, the design of the neural network model, input data selection and Training & Testing by using short term load forecasting will be described in paper. For the EV load forecasting only 2 variables are being used as temperature and humidity to forecast the output as load. This type of designed… CONTINUE READING
    4 Citations

    Figures, Tables, and Topics from this paper

    References

    SHOWING 1-10 OF 10 REFERENCES
    An implementation of a neural network based load forecasting model for the EMS
    • 247
    • Highly Influential
    Electric Load Forecasting Using an Artificial Neural Network
    • 32
    • PDF
    Electric Load Forecasting
    • 112
    Study of artificial neural network based short term load forecasting
    • 9
    Clustering based Short Term Load Forecasting using Artificial Neural Network
    • A. Jain, B. Satish
    • Computer Science
    • 2009 IEEE/PES Power Systems Conference and Exposition
    • 2009
    • 16
    • PDF
    Short-term power system load forecasting based on improved BP artificial neural network
    • Zhang Xin-bo, Chen Jinsai
    • Computer Science
    • 2011 IEEE International Conference on Computer Science and Automation Engineering
    • 2011
    • 4
    On-Line Algorithms for Forecasting Hourly Loads of an Electric Utility
    • 95
    Backpropagation Neural Network Modeling for Fault Location in Transmission Line 150 kV
    • 7
    • Highly Influential
    NARMA-L2 Controller for Five-Area Load Frequency Control
    • 6