NDLI: Introduction to Laguerre-based stochastic economic predictive functional control for optimal real-time power dispatch under uncertainty

Content Provider	IET Digital Library
Author	Ramandi, Mostafa Yousefi Bigdeli, Nooshin Afshar, Karim
Abstract	This study presents a Laguerre-based stochastic economic predictive functional control (L-SEPFC) method for real-time power dispatch of balance responsible parties (BRPs). In this regard, at the control layer, an L-SEPFC method operates on the energy time scale and optimises the expected economic performance of the BRP. Calculated set points in this layer are average power injection of controllable generators, as well as known disturbance of prediction wind generation. The novel L-SEPFC scheme is able to cope with the wind uncertainty occurring in the real-time operation of BRPs. Furthermore, the proposed algorithm is able to take into account the technical constraints of generators and transmission line constraints of the power network. Due to the parameterisation of the future control signal based on the Laguerre function, the proposed method is faster than the nominal predictive algorithms. Simulations on an IEEE 118-bus test system with proposed method shows improvements inability to track reference production, economic performance, imbalance energy and computational burden with respect to nominal predictive controllers.
Starting Page	925
Ending Page	938
Page Count	14
ISSN	17521416
Volume Number	14
e-ISSN	17521424
Issue Number	Issue 5, Apr (2020)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-rpg/14/5
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-rpg.2019.0511
Journal	IET Renewable Power Generation
Publisher Date	2019-12-19
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Average Power Injection Control Layer Control of Electric Power System Control Signal Controllable Generators Energy Time Scale Expected Economic Performance IEEE 118-bus Test System L-SEPFC Method Laguerre Function Laguerre-based Stochastic Economic Predictive Functional Control Nominal Predictive Controller Optimal Control Optimisation Optimisation Technique Power Generation Control Power Generation Dispatch Power Generation Economics Power System Economics Power System Managemen Power System Operation Prediction Wind Generation Predictive Control Real-time Operation Real-time Power Dispatch Stochastic System Time Varying Control System
Content Type	Text
Resource Type	Article
Subject	Renewable Energy, Sustainability and the Environment

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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