Utilization of response surface methodology and machine learning for predicting and optimizing mixing and compaction temperatures of bio-modified asphalt

• Main Authors: Al-Sabaeei, A.M., Alhussian, H., Abdulkadir, S.J., Giustozzi, F., Napiah, M., Jagadeesh, A., Sutanto, M., Memon, A.M.
• Format: Article
• Published: Elsevier Ltd 2023
• Online Access: http://scholars.utp.edu.my/id/eprint/37528/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85152616093&doi=10.1016%2fj.cscm.2023.e02073&partnerID=40&md5=68046bab7c4b64126312000c3e09d35a

The optimization of energy consumption during asphalt mixture production and compaction is a challenge in producing durable, sustainable, and environmentally friendly asphalt products. This study investigated the effects of crude palm oil (CPO) and/or tire pyrolysis oil (TPO) on shear viscosity and...