TY - JOUR
T1 - Optimisation of the Distribution System Reliability with Shielding and Grounding Design Under Various Soil Resistivities
AU - Tang, Jia Wen
AU - Wooi, Chin Leong
AU - Tan, Wen Shan
AU - Afrouzi, Hadi Nabipour
AU - Halim, Hana Abdull
AU - Arshad hashim, Syahrun Nizam Md
N1 - Funding Information:
The authors acknowledged the Fundamental Research Grant Scheme (FRGS) support under a grant number of (Ref: FRGS/1/2022/TK08/UNIMAP/02/72) from the Ministry of Higher Education Malaysia. This work is supported by the Collaborative Research Grant (CRG), Grant No. 9023-00017 from Universiti Malaysia Perlis (UniMAP).
Publisher Copyright:
© Universiti Putra Malaysia Press.
PY - 2024/4
Y1 - 2024/4
N2 - Lightning strikes can cause equipment damage and power outages, so the distribution system's reliability in withstanding lightning strikes is crucial. This research paper presents a model that aims to optimise the configuration of a lightning protection system (LPS) in the power distribution system and minimise the System Average Interruption Frequency Index (SAIFI), a measure of reliability, and the associated cost investment. The proposed lightning electromagnetic transient model considers LPS factors such as feeder shielding, grounding design, and soil types, which affect critical current, flashover rates, SAIFI, and cost. A metaheuristic algorithm, PSOGSA, is used to obtain the optimal solution. The paper's main contribution is exploring grounding schemes and soil resistivity's impact on SAIFI. Using 4 grounding rods arranged in a straight line under the soil with 10 Ωm resistivity reduces grounding resistance and decreases SAIFI from 3.783 int./yr (no LPS) to 0.146 int./yr. Unshielded LPS has no significant effect on critical current for soil resistivity. Four test cases with different cost investments are considered, and numerical simulations are conducted. Shielded LPSs are more sensitive to grounding topologies and soil resistivities, wherein higher investment, with 10 Ωm soil resistivity, SAIFI decreases the most by 73.34%. In contrast, SAIFIs for 1 kΩm and 10 kΩm soil resistivities show minor decreases compared to SAIFIs with no LPS. The study emphasises the importance of considering soil resistivity and investment cost when selecting the optimal LPS configuration for distribution systems, as well as the significance of LPS selection in reducing interruptions to customers.
AB - Lightning strikes can cause equipment damage and power outages, so the distribution system's reliability in withstanding lightning strikes is crucial. This research paper presents a model that aims to optimise the configuration of a lightning protection system (LPS) in the power distribution system and minimise the System Average Interruption Frequency Index (SAIFI), a measure of reliability, and the associated cost investment. The proposed lightning electromagnetic transient model considers LPS factors such as feeder shielding, grounding design, and soil types, which affect critical current, flashover rates, SAIFI, and cost. A metaheuristic algorithm, PSOGSA, is used to obtain the optimal solution. The paper's main contribution is exploring grounding schemes and soil resistivity's impact on SAIFI. Using 4 grounding rods arranged in a straight line under the soil with 10 Ωm resistivity reduces grounding resistance and decreases SAIFI from 3.783 int./yr (no LPS) to 0.146 int./yr. Unshielded LPS has no significant effect on critical current for soil resistivity. Four test cases with different cost investments are considered, and numerical simulations are conducted. Shielded LPSs are more sensitive to grounding topologies and soil resistivities, wherein higher investment, with 10 Ωm soil resistivity, SAIFI decreases the most by 73.34%. In contrast, SAIFIs for 1 kΩm and 10 kΩm soil resistivities show minor decreases compared to SAIFIs with no LPS. The study emphasises the importance of considering soil resistivity and investment cost when selecting the optimal LPS configuration for distribution systems, as well as the significance of LPS selection in reducing interruptions to customers.
KW - Distribution system reliability
KW - grounding system design
KW - lightning protection system
KW - lightning transient model
KW - metaheuristic optimisation
UR - https://www.scopus.com/pages/publications/85194381341
U2 - 10.47836/pjst.32.3.15
DO - 10.47836/pjst.32.3.15
M3 - Article
AN - SCOPUS:85194381341
SN - 0128-7680
VL - 32
SP - 1263
EP - 1283
JO - Pertanika Journal of Science & Technology
JF - Pertanika Journal of Science & Technology
IS - 3
ER -