Optimum control strategies for short term load forecasting in smart grids

M Ali, M Adnan, M Tariq - International journal of electrical power & Energy …, 2019 - Elsevier
Nonlinearity in load profile and variations in demand due to error margin in short term load
forecasting cause power network overloading. The state of a power system is more severe …

Load forecasting through estimated parametrized based fuzzy inference system in smart grids

M Ali, M Adnan, M Tariq, HV Poor - IEEE Transactions on Fuzzy …, 2020 - ieeexplore.ieee.org
For optimal utilization of power generation resources, load forecasting plays a vital role in
balancing the load flow in a power distribution network. There are several drawbacks …

Design of a fuzzy logic controller for short-term load forecasting with randomly varying load

DVN Ananth, LVS Kumar, TS Gorripotu… - International Journal of …, 2021 - igi-global.com
Short-term load forecasting (STLF) is an integral component of energy management
systems. In this paper, fuzzy logic-based algorithm is used for short-term load forecasting …

Real-time energy management scheme for hybrid renewable energy systems in smart grid applications

A Mohamed, O Mohammed - Electric Power Systems Research, 2013 - Elsevier
In this paper, an effective algorithm for optimizing distribution system operation in a smart
grid, from cost and system stability points of view, was proposed. This proposed algorithm …

Load forecasting, dynamic pricing and DSM in smart grid: A review

AR Khan, A Mahmood, A Safdar, ZA Khan… - … and Sustainable Energy …, 2016 - Elsevier
Load forecasting (LF) plays important role in planning and operation of power systems. It is
envisioned that future smart grids will utilize LF and dynamic pricing based techniques for …

A fuzzy inference model for short-term load forecasting

R Mamlook, O Badran, E Abdulhadi - Energy Policy, 2009 - Elsevier
This paper is concerned with the short-term load forecasting (STLF) in power system
operations. It provides load prediction for generation scheduling and unit commitment …

A fuzzy inference model for short-term load forecasting

S Ahmadi, H Bevrani, H Jannaty - 2012 Second Iranian …, 2012 - ieeexplore.ieee.org
This paper is concerned with the short-term load forecasting (STLF) in power system
operations. It provides load prediction for generation scheduling and unit commitment …

Fuzzy control algorithm for battery storage and demand side power management for economic operation of the smart grid system at Naresuan University, Thailand

K Mansiri, S Sukchai, C Sirisamphanwong - IEEE Access, 2018 - ieeexplore.ieee.org
This paper presents a fuzzy logic-based algorithm developed for battery storage power
management (BSPM) and demand side power management (DSPM) for the School of …

Technical and economic resources management in smart grids using heuristic optimization methods

ZA Vale, H Morais, H Khodr, B Canizes… - IEEE PES General …, 2010 - ieeexplore.ieee.org
Intensive use of Distributed Generation (DG) represents a change in the paradigm of power
systems operation making small-scale energy generation and storage decision making …

A fuzzy control for network overload alleviation

AN Udupa, GK Purushothama, K Parthasarathy… - International journal of …, 2001 - Elsevier
This paper presents a prototype of a fuzzy system for alleviation of network overloads in the
day-to-day operation of power systems. The control used for overload alleviation is real …