Prediction of urban residential electricity security based on Verhulst grey model

[1] King, S. (2021). New research reveals need to improve electrical safety. Electrical engineering (Jul/Aug). Search in Google Scholar

[2] Wang, Zhao, XL, Liu, DC, & Weng, et al. (2017). Safety constraints and optimal operation of large-scale nuclear power plant participating in peak load regulation of power system. IET GENER TRANSM DIS, 2017,11 (13)(-), 3332-3340. Search in Google Scholar

[3] Xiang, W., Tran, H. D., & Johnson, T. T. (2017). Output reachable set estimation for switched linear systems and its application in safety verification. IEEE Transactions on Automatic Control, PP (10), 1-1. Search in Google Scholar

[4] Wu, L., Gao, X., Xiao, Y., Yang, Y., & Chen, X. (2018). Using a novel multi-variable grey model to forecast the electricity consumption of Shandong Province in China. Energy, 157, 327-335. Search in Google Scholar

[5] Van der Meer, D. W., Widén, J., & Munkhammar, J. (2018). Review on probabilistic forecasting of photovoltaic power production and electricity consumption. Renewable and Sustainable Energy Reviews, 81, 1484-1512. Search in Google Scholar

[6] Amber, K. P., Ahmad, R., Aslam, M. W., Kousar, A., Usman, M., & Khan, M. S. (2018). Intelligent techniques for forecasting electricity consumption of buildings. Energy, 157, 886-893. Search in Google Scholar

[7] Nti, I. K., Teimeh, M., Nyarko-Boateng, O., & Adekoya, A. F. (2020). Electricity load forecasting: a systematic review. Journal of Electrical Systems and Information Technology, 7(1), 1-19. Search in Google Scholar

[8] Ding, S., Hipel, K. W., & Dang, Y. G. (2018). Forecasting China’s electricity consumption using a new grey prediction model. Energy, 149, 314-328. Search in Google Scholar

[9] Hu, Y. C. (2017). Electricity consumption prediction using a neural-network-based grey forecasting approach. Journal of the Operational Research Society, 68, 1259-1264. Search in Google Scholar

[10] Wills, C. (2019). Extensive electrical safety resources offered online. Electrical engineering (Jul/Aug). Search in Google Scholar

[11] Wang, X., Wang, Z., Xu, Z., He, J., & Zhao, W. (2020). Diagnosis and tolerance of common electrical faults in t-type three-level inverters fed dual three-phase pmsm drives. IEEE Transactions on Power Electronics, 35(2), 1753-1769. Search in Google Scholar

[12] Poate, R. (2018). Getting electrical safety right. ELECTRICAL ENGINEERING. Search in Google Scholar

[13] Jiang, W., Wu, X., Gong, Y., Yu, W., & Zhong, X. (2020). Holt–Winters smoothing enhanced by fruit fly optimization algorithm to forecast monthly electricity consumption. Energy, 193, 116779. Search in Google Scholar

[14] de Assis Cabral, J., Legey, L. F. L., & de Freitas Cabral, M. V. (2017). Electricity consumption forecasting in Brazil: A spatial econometrics approach. Energy, 126, 124-131. Search in Google Scholar

[15] Wang, J., Du, P., Lu, H., Yang, W., & Niu, T. (2018). An improved grey model optimized by multi-objective ant lion optimization algorithm for annual electricity consumption forecasting. Applied Soft Computing, 72, 321-337. Search in Google Scholar

[16] Kaytez, F. (2020). A hybrid approach based on autoregressive integrated moving average and least-square support vector machine for long-term forecasting of net electricity consumption. Energy, 197, 117200. Search in Google Scholar

[17] Wang, S., & Dehghanian, P. (2020). On the use of artificial intelligence for high impedance fault detection and electrical safety. IEEE Transactions on Industry Applications, 56(6), 7208-7216. Search in Google Scholar

[18] Lu, J. Z., Chen, B. H., Fang, Z., Hu, J., Wang, B., & Wu, C., et al. (2018). Electrical safety of suppressing wildfires near high-voltage transmission lines using water mist. Journal of Fire Sciences, 36(4), 295-314. Search in Google Scholar

[19] Mitolo, M., Musca, R., Tartaglia, M., & Zizzo, G. (2019). Electrical safety analysis in the presence of resonant grounding neutral. IEEE Transactions on Industry Applications, PP (99), 1-1. Search in Google Scholar

[20] Mirzaeva, G., Carter, D., Uddin, S., & Stepien, P. (2020). Common mode voltage elimination in variable speed drives for improved electrical safety. IEEE Transactions on Industry Applications, 56(4), 4365-4374. Search in Google Scholar

[21] Lu, H., Chen, J., Tan, B., Wang, J., & Wen, X. (2021). Measurement and safety criteria of step voltage of high voltage direct current grounding electrode. IEEE Transactions on Power Delivery, PP (99), 1-1. Search in Google Scholar

[22] Fan, G. F., Wei, X., Li, Y. T., & Hong, W. C. (2020). Forecasting electricity consumption using a novel hybrid model. Sustainable Cities and Society, 61, 102320. Search in Google Scholar