Artificial Intelligence in Process Engineering
نویسندگان
چکیده
In recent years, the field of Artificial Intelligence (AI) is experiencing a boom, caused by breakthroughs in computing power, AI techniques, and software architectures. Among many fields being impacted this paradigm shift, process engineering has experienced benefits AI. However, published methods applications are diverse, there still much unexploited potential. Herein, goal providing systematic overview current state its discussed. Current described classified according to broader systematic. types as well pre- postprocessing will be examined similarly assigned previously discussed applications. Given importance mechanistic models opposed pure black box nature most AI, reverse strategies hybrid modeling highlighted. Furthermore, holistic strategy formulated for application engineering.
منابع مشابه
Artificial Intelligence in Civil Engineering
Artificial intelligence is a branch of computer science, involved in the research, design, and application of intelligent computer. Traditional methods for modeling and optimizing complex structure systems require huge amounts of computing resources, and artificial-intelligence-based solutions can often provide valuable alternatives for efficiently solving problems in the civil engineering. Thi...
متن کاملArtificial Intelligence and Systems Engineering
This paper discusses the problems of applying artificial intelligence technology in the domain of systems engineering. The different process models used for systems engineering and AI are discussed and it is suggested that these differences are largely responsible for some of the mutual hostility which exists between the systems engineering and AI communities. Contributions of AI in this area a...
متن کاملArtificial Intelligence and Knowledge Engineering
Abstract. In the paper the examples of software process simulations in an integrated IT environment are described. All examples come from an integrated IT environment in one of the biggest Polish firms in TELCO sector. Simulation models description is based on BPMN standard and ARIS Business Simulator was used as a tool to conduct experiments. These models describe the process of introducing a ...
متن کاملArtificial intelligence in engineering: Personal reflections
The field of artificial intelligence (AI), as we understand it now, got its impetus during a two-month workshop organized by John McCarthy (Stanford University), one of the founding fathers of AI, in Dartmouth in the summer of 1956. The term Artificial Intelligence was coined at this workshop. Massachusetts Institute of Technology (MIT), IBM, Princeton, Carnegie Mellon University (CMU) were wel...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Advanced intelligent systems
سال: 2021
ISSN: ['2640-4567']
DOI: https://doi.org/10.1002/aisy.202000261