Operations optimization in an organic Rankine cycle (ORC) based combined system is
important while computationally difficult by using mechanistic models due to complex …

The natural gas pipeline network is an important part of the integrated energy system. The
optimal control of the integrated energy system requires accurate transient online simulation …

We present an automated framework that integrates rectified linear unit activated artificial
neural network (ReLU-ANN) and mixed-integer linear programming (MILP) to enable …

A surrogate-based multi-objective optimization framework is employed in the design of
natural gas liquefaction processes using reliable, black-box process simulation. The …

Process modeling has become a fundamental tool to guide experimental work.
Unfortunately, process models based on first principles can be expensive to develop and …

The demand for liquified natural gas grows as it is an energy resource that has more flexible
means of transport than non-liquefied natural gas, and is more eco-friendly than other fossil …

Modular chemical process simulators are widespread in chemical industries to design and
optimize production processes with sufficient accuracy. However, convergence issues and …

Natural gas liquefaction plants have adopted mixed refrigerant (MR) cascade configurations
to improve energy efficiency and process irreversibility. The MR cascade processes consist …

In this article, to accelerate data acquisition and image reconstruction procedures in a
multistatic short-range microwave imaging scenario, an orthogonal coding approach with …

The chemical processes are inherently complex, and obtaining desired product quality and
high energy efficiency by optimizing the design variables is challenging. The progress in …