1. Master’s Student, School of Infrastructure Engineering, Dalian Univ. of Technology, No. 2 Linggong St., Dalian 116023, China.
2. Associate Professor, School of Infrastructure Engineering, Dalian Univ. of Technology, No. 2 Linggong St., Dalian 116023, China.
3. Engineer, Liaoning Expressway Operation Management Co., Ltd., 19A, 13 Latitude Rd., Heping District, Shenyang 110000, China.
4. Associate Professor, School of Infrastructure Engineering, Dalian Univ. of Technology, No. 2 Linggong St., Dalian 116023, China (corresponding author). ORCID: .
5. Engineer, Yunnan Transportation Planning and Design Research Institute Co., Ltd., 9 Shijia Lane, Tuodong Rd., Kunming 650041, China.