TY - JOUR
T1 - Comparative performance evaluation of WCA-optimised non-integer controller employed with WPG–DSPG–PHEV based isolated two-area interconnected microgrid system
AU - Latif, Abdul
AU - Das, Dulal Chandra
AU - Ranjan, Sudhanshu
AU - Barik, Amar Kumar
N1 - Funding Information:
iii. Compare the dynamic responses of different (PID, PIDF, and FOPID) controllers under real-time wind speed data-based power generation and other multiple random disturbances (RDs) in area-1 and area-2. Real-time wind speed data are obtained from the National Institute of Wind Energy (NIWE) under the Ministry of New and Renewable Energy, Government of India.
Publisher Copyright:
© The Institution of Engineering and Technology 2019.
PY - 2019/4/8
Y1 - 2019/4/8
N2 - This study endeavours an effective frequency control of renewable-based isolated two-area interconnected microgrid (ICμG) without battery, incorporating wind power generation in area-1, dish-Stirling solar power generation system in area-2 and other common distributed generation systems such as diesel engine driven generator, plug-in hybrid electric vehicle, heat pump and freezer in both the areas. A recently developed heuristic optimisation technique called water cycle algorithm (WCA) is applied to optimally tune the parameters of the non-integer fractional-order proportional-integral-derivative (FOPID) controllers employed with ICμG. Application of WCA-based FOPID controllers in frequency control two-area ICμG without battery is a novel work. The comparative performance analysis of proportional-integral-derivative (PID), PID with filter and non-integer order-based FOPID controller with their gains tuned by particle swarm optimisation (PSO), improved PSO, firefly algorithm and WCA algorithms indicates the superiority of WCA-based FOPID controller's under different case studies (considering different load disturbances, wind speed variation with real data, and solar irradiance) in terms of frequency deviation, tie-line power, and objective function. Furthermore, the sensitivity analysis contemplates that WCA-optimised FOPID controller can withstand ±25% change in synchronising coefficient, +20% change in loading condition and ±25% change in frequency bias constant without resetting the gain values.
AB - This study endeavours an effective frequency control of renewable-based isolated two-area interconnected microgrid (ICμG) without battery, incorporating wind power generation in area-1, dish-Stirling solar power generation system in area-2 and other common distributed generation systems such as diesel engine driven generator, plug-in hybrid electric vehicle, heat pump and freezer in both the areas. A recently developed heuristic optimisation technique called water cycle algorithm (WCA) is applied to optimally tune the parameters of the non-integer fractional-order proportional-integral-derivative (FOPID) controllers employed with ICμG. Application of WCA-based FOPID controllers in frequency control two-area ICμG without battery is a novel work. The comparative performance analysis of proportional-integral-derivative (PID), PID with filter and non-integer order-based FOPID controller with their gains tuned by particle swarm optimisation (PSO), improved PSO, firefly algorithm and WCA algorithms indicates the superiority of WCA-based FOPID controller's under different case studies (considering different load disturbances, wind speed variation with real data, and solar irradiance) in terms of frequency deviation, tie-line power, and objective function. Furthermore, the sensitivity analysis contemplates that WCA-optimised FOPID controller can withstand ±25% change in synchronising coefficient, +20% change in loading condition and ±25% change in frequency bias constant without resetting the gain values.
UR - http://www.scopus.com/inward/record.url?scp=85063722207&partnerID=8YFLogxK
U2 - 10.1049/iet-rpg.2018.5419
DO - 10.1049/iet-rpg.2018.5419
M3 - Article
AN - SCOPUS:85063722207
SN - 1752-1416
VL - 13
SP - 725
EP - 736
JO - IET Renewable Power Generation
JF - IET Renewable Power Generation
IS - 5
ER -