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Mathematical Problems in Engineering
Volume 2016, Article ID 3968324, 10 pages
http://dx.doi.org/10.1155/2016/3968324
Research Article

Dynamic Heat Supply Prediction Using Support Vector Regression Optimized by Particle Swarm Optimization Algorithm

School of Environment Science and Engineering, Taiyuan University of Technology, Taiyuan 030024, China

Received 31 December 2015; Revised 30 March 2016; Accepted 11 April 2016

Academic Editor: Antonino Laudani

Copyright © 2016 Meiping Wang and Qi Tian. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [7 citations]

The following is the list of published articles that have cited the current article.

  • Houxian Zhang, and Zhaolan Yang, “Large-Scale Network Plan Optimization Using Improved Particle Swarm Optimization Algorithm,” Mathematical Problems in Engineering, vol. 2017, pp. 1–15, 2017. View at Publisher · View at Google Scholar
  • Hongwei Wang, Fangwen Tu, Guohui Feng, and Xin Ao, “Central Heating System Constrained Control with Input Delay Based on Neural Networks,” Mathematical Problems in Engineering, vol. 2018, pp. 1–12, 2018. View at Publisher · View at Google Scholar
  • Hongwei Wang, Fangwen Tu, Baofeng Tu, Guohui Feng, Guangming Yuan, Hao Ren, and Jiarong Dong, “Neural Network Based Central Heating System Load Prediction and Constrained Control,” Mathematical Problems in Engineering, vol. 2018, pp. 1–14, 2018. View at Publisher · View at Google Scholar
  • Houxian Zhang, and Zhaolan Yang, “Accelerated Particle Swarm Optimization to Solve Large-Scale Network Plan Optimization of Resource-Leveling with a Fixed Duration,” Mathematical Problems in Engineering, vol. 2018, pp. 1–11, 2018. View at Publisher · View at Google Scholar
  • Guixiang Xue, Yu Pan, Tao Lin, Jiancai Song, Chengying Qi, and Zhipan Wang, “District Heating Load Prediction Algorithm Based on Feature Fusion LSTM Model,” Energies, vol. 12, no. 11, pp. 2122, 2019. View at Publisher · View at Google Scholar
  • Chan Kong, Yong Sun, Hongxi Zhang, and Yongjiang Shi, “Mathematical Analysis of Optimal Operating Conditions in Heating Systems,” Mathematical Problems in Engineering, vol. 2019, pp. 1–16, 2019. View at Publisher · View at Google Scholar
  • Wei Zhang, Linlin Zhang, Guoqing Guan, Zhihua Gao, Jingxuan Yang, and Xiaogang Hao, “An experimental modeling of cyclone separator efficiency with PCA-PSO-SVR algorithm,” Powder Technology, vol. 347, pp. 114–124, 2019. View at Publisher · View at Google Scholar