Advanced Modeling and Optimization Strategies for Process Synthesis. Academic Article uri icon

abstract

  • This article provides a systematic review of recent progress in optimization-based process synthesis. First, we discuss multiscale modeling frameworks featuring targeting approaches, phenomena-based modeling, unit operation-based modeling, and hybrid modeling. Next, we present the expanded scope of process synthesis objectives, highlighting the considerations of sustainability and operability to assure cost-competitive production in an increasingly dynamic market with growing environmental awareness. Then, we review advances in optimization algorithms and tools, including emerging machine learning-and quantum computing-assisted approaches. We conclude by summarizing the advances in and perspectives for process synthesis strategies.

published proceedings

  • Annu Rev Chem Biomol Eng

author list (cited authors)

  • Pistikopoulos, E. N., & Tian, Y.

complete list of authors

  • Pistikopoulos, Efstratios N||Tian, Yuhe

publication date

  • April 2024