About the Authors

Hao Pei

Roles Conceptualization, Writing – original draft

Affiliation State Grid Beijing Electric Power Company, Xicheng District, Beijing, China

Dayong Wang

Roles Data curation

Affiliation State Grid Beijing Electric Power Company, Xicheng District, Beijing, China

Kaiyuan Shi

Roles Formal analysis

Affiliation State Grid Beijing Electric Power Company, Xicheng District, Beijing, China

Yuping Wang

Roles Methodology

yrs0632@163.com

Affiliation State Grid Beijing Electric Power Company, Xicheng District, Beijing, China

Ruofei Duan

Roles Validation

Affiliation State Grid Beijing Electric Power Company, Xicheng District, Beijing, China

Jiakai Chen

Roles Writing – review & editing

Affiliation State Grid Beijing Electric Power Company, Xicheng District, Beijing, China

Haiyang Yu

Roles Supervision, Writing – review & editing

Affiliation State Grid Beijing Electric Power Company, Xicheng District, Beijing, China

Competing Interests

The authors have declared that no competing interests exist.