Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Sushant S. Garud"'
Autor:
Xiaodong Hong, Vaishali B. Thaore, Sushant S. Garud, Iftekhar A. Karimi, Shamsuzzaman Farooq, Xiaonan Wang, Adam K. Usadi, Bryan R. Chapman
Publikováno v:
International Journal of Hydrogen Energy. 48:8743-8755
Autor:
Xiaodong Hong, Sushant S. Garud, Vaishali B. Thaore, Iftekhar A. Karimi, Shamsuzzaman Farooq, Xiaonan Wang, Adam K. Usadi, Bryan R. Chapman, Robert A. Johnson
Publikováno v:
International Journal of Hydrogen Energy. 47:21897-21907
Publikováno v:
Energy Conversion and Management. 286:117059
Publikováno v:
Computers & Chemical Engineering. 119:352-370
We propose a learning-based paradigm (LEAPS2) to recommend the best surrogate/ with minimal computational effort using the input-output data of a complex physico-numerical system. Emulating the knowledge pyramid, LEAPS2 uses several attributes to ext
Publikováno v:
Computers & Chemical Engineering. 106:71-95
In this article, we present a detailed overview of the literature on the design of computer experiments. We classify the existing literature broadly into two categories, viz. static and adaptive design of experiments (DoE). We begin with the abundant
Autor:
Ming Pan, Li Zhou, Martin J. Kleinelanghorst, Sushant S. Garud, Markus Kraft, Leonardus Kevin Aditya, Iftekhar A. Karimi, Janusz J. Sikorski
Publikováno v:
Applied Energy. 204:1284-1298
In this paper, we introduce the concept of constructing an ontology-based decision support system called J-Park Simulator for the design and operation of eco-industrial parks. It is inspired by Jurong industrial park in Singapore. A biodiesel plant i
Publikováno v:
Computers & Chemical Engineering. 96:103-114
Surrogate modelling aims to reduce computational costs by avoiding the solution of rigorous models for complex physicochemical systems. However, it requires extensive sampling to attain acceptable accuracy over the entire domain. The well-known space
Autor:
Li Zhou, Pulkit Chhabra, Chuan Zhang, Gabriele Comodi, Antonella Meneghetti, Fabio Dal Magro, Markus Kraft, Sushant S. Garud, Kevin Aditya, Alessandro Romagnoli
Publikováno v:
Applied Energy. 184:88-102
Based on share of energy, materials, resources and information, Eco Industrial Park (EIP) has become a popular form of industry cluster. Waste Heat Recovery (WHR) in EIP can significantly increase the total energy efficiency of the whole park, meanwh
Autor:
Markus Kraft, George P.E. Brownbridge, Janusz J. Sikorski, Sebastian Mosbach, Iftekhar A. Karimi, Sushant S. Garud
Publikováno v:
Computers & Chemical Engineering. 95:108-122
This paper presents results of parameterisation of typical input–output relations within process flow sheet of a biodiesel plant and assesses parameterisation accuracy. A variety of scenarios were considered: 1, 2, 6 and 11 input variables (such as
In this work, we propose a novel black-box optimisation approach, which blends the concepts of “trust-region” and “adaptive sample placement” to obtain the global minimum for limited computational budget while escaping local optima traps, if
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2414350700019c4de4fc2fd144bb2ba6
https://doi.org/10.1016/b978-0-12-818597-1.50016-3
https://doi.org/10.1016/b978-0-12-818597-1.50016-3