Optimal Energy Management of an Improved Elevator with Energy Storage Capacity based on Dynamic Programming

被引:0
|
作者
Bilbao, Endika [1 ]
Barrade, Philippe [1 ]
Etxeberria-Otadui, Ion
Rufer, Alfred [1 ]
Luri, Sergio
Gil, Inigo
机构
[1] Ecole Polytech Fed Lausanne, STI IEL LEI, Ind Elect Lab, CH-1015 Lausanne, Switzerland
关键词
Dynamic programming; energy management; stochastic; energy storage; elevator; supercapacitor; ELECTRIC VEHICLE; SYSTEM;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Efficiency and energy consumption reduction are becoming a key issue in elevation applications. Energy Storage Systems (ESS) can play a significant role on this field, together with their associated Energy Management System (EMS) in order to optimize the overall behavior of the elevator. This paper presents an EMS based on Dynamic Programming (DP) for a stochastic application, introducing a novel representation of these systems (General Energy and Statistical Description) and implementing a cost function based on the stock management theory. It has been implemented and validated experimentally on a real elevator with energy storage capability reducing grid power peaks by 65% and braking resistor energy losses up to 84%.
引用
收藏
页码:3479 / 3484
页数:6
相关论文
共 50 条
  • [1] Optimal Energy Management Strategy of an Improved Elevator With Energy Storage Capacity Based on Dynamic Programming
    Bilbao, Endika
    Barrade, Philippe
    Etxeberria-Otadui, Ion
    Rufer, Alfred
    Luri, Sergio
    Gil, Inigo
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2014, 50 (02) : 1233 - 1244
  • [2] Energy Storage Management Strategy Based on Dynamic Programming and Optimal Sizing of PV Panel-Storage Capacity for a Residential System
    Hafiz, Faeza
    Lubkeman, David
    Husain, Iqbal
    Fajri, Poria
    [J]. 2018 IEEE/PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXPOSITION (T&D), 2018,
  • [3] A Dynamic Programming Approach to Estimate the Capacity Value of Energy Storage
    Sioshansi, Ramteen
    Madaeni, Seyed Hossein
    Denholm, Paul
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (01) : 395 - 403
  • [4] Analysis of Energy Management Strategy for Energy-Storage Type Elevator Based on Supercapacitor
    Liu, Hong-peng
    Liu, Kuan
    Sun, Bai-nan
    [J]. 2017 11TH IEEE INTERNATIONAL CONFERENCE ON COMPATIBILITY, POWER ELECTRONICS AND POWER ENGINEERING (CPE-POWERENG), 2017, : 175 - 180
  • [5] Optimal energy management of microgrid based on multi-parameter dynamic programming
    Wang, Xuejie
    Ji, Yanchao
    Wang, Jianze
    Wang, Yuanjun
    Qi, Lei
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2020, 16 (06):
  • [6] Optimal Control of Smart Home Energy Management Based on Stochastic Dynamic Programming
    Jiang, Lanhai
    Tang, Hao
    Jiang, Qi
    Zhou, Lei
    [J]. 2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 570 - 575
  • [7] Adaptive Dynamic Programming-Based Optimal Control Scheme for Energy Storage Systems With Solar Renewable Energy
    Wei, Qinglai
    Shi, Guang
    Song, Ruizhuo
    Liu, Yu
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (07) : 5468 - 5478
  • [8] OPTIMAL CONFIGURATION OPTIMIZATION OF PV ENERGY STORAGE MICROGRID USING IMPROVED ANT COLONY DYNAMIC PROGRAMMING
    Li, Shengqing
    Deng, Na
    Yan, Shi
    Liu, Li
    Peng, Kun
    Peng, Xiaowei
    [J]. Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (02): : 468 - 476
  • [9] Optimal allocation for energy storage system of tower elevator based on abandoned wind
    Xie, Lirong
    Hou, Peihao
    Bao, Hongyin
    Niu, Yongchao
    Abulizi, Maimaitireyimu
    [J]. Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2019, 40 (06): : 1709 - 1714
  • [10] Microgrid energy management strategy with battery energy storage system and approximate dynamic programming
    Zhuo, Wenhao
    [J]. 2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 7581 - 7587