[HTML][HTML] Sensitivity analysis approaches in multi-criteria decision analysis: A systematic review

J Więckowski, W Sałabun - Applied Soft Computing, 2023 - Elsevier
In the field of Multi-Criteria Decision Analysis (MCDA), the deployment of sensitivity analysis
has become a fundamental approach to testing the robustness and reliability of the results …

[HTML][HTML] A multi-dimensional sensitivity analysis approach for evaluating the robustness of renewable energy sources in European countries

J Więckowski, B Kizielewicz, W Sałabun - Journal of Cleaner Production, 2024 - Elsevier
The necessity of making reliable decisions is exceptionally important in the field of
sustainable development, particularly when evaluating the management of renewable …

Strategic optimization of large-scale solar PV parks with PEM Electrolyzer-based hydrogen production, storage, and transportation to minimize hydrogen delivery costs …

B Karthikeyan, GP Kumar, S Basa, S Sinha, S Tyagi… - Applied Energy, 2025 - Elsevier
This research presents a single-line optimization framework for large-scale, site-to-
consumption green hydrogen production, integrating solar photovoltaic parks with proton …

Machine learning aided model predictive control with multi-objective optimization and multi-criteria decision making

Z Wang, WGY Tan, GP Rangaiah, Z Wu - Computers & Chemical …, 2023 - Elsevier
Abstract Model predictive control (MPC) is a well-established control methodology in
chemical engineering, but the increasing complexity of chemical processes necessitates the …

Thermo-economic optimization of hybrid solar-biomass driven organic rankine cycle integrated heat pump and PEM electrolyser for combined power, heating, and …

B Karthikeyan, GP Kumar, R Narayanan, R Saravanan… - Energy, 2024 - Elsevier
The energy sector prioritizes innovative clean energy production. This research explores a
versatile hybrid solar-biomass trigeneration system, integrating organic Rankine cycle …

[HTML][HTML] A new sensitivity analysis method for decision-making with multiple parameters modification

J Więckowski, W Sałabun - Information Sciences, 2024 - Elsevier
In today's world, addressing multi-criteria decision problems presents a considerable
challenge due to their inherent complexity. Decision-makers face diverse and often …

[HTML][HTML] Multi-Criteria Decision Making in Chemical and Process Engineering: Methods, Progress, and Potential

Z Wang, SR Nabavi, GP Rangaiah - Processes, 2024 - mdpi.com
Multi-criteria decision making (MCDM) is necessary for choosing one from the available
alternatives (or from the Pareto-optimal solutions obtained by multi-objective optimization) …

[HTML][HTML] PySensMCDA: A novel tool for sensitivity analysis in multi-criteria problems

B Paradowski, J Więckowski, W Sałabun - SoftwareX, 2024 - Elsevier
The presented programming package introduces an innovative tool for sensitivity analysis
within Multi-Criteria Decision Analysis (MCDA), offering a modular and flexible structure for …

Solar powered cascade system for sustainable deep-freezing and power generation-exergoeconomic evaluation and multi-objective optimization for tropical regions

B Karthikeyan, GP Kumar, R Saravanan… - Thermal Science and …, 2024 - Elsevier
The global initiative to decarbonize the refrigeration sector aims to provide cooling energy
while reducing CO 2 emissions. In India, the majority of urban industrial refrigeration …

Interpreting the Determinants of Sensitivity in MCDM Methods with a New Perspective: An Application on E-Scooter Selection with the PROBID Method

M Baydaş, M Kavacık, Z Wang - Spectrum of Engineering and …, 2024 - sems-journal.org
TIt is not a desirable situation when input parameters excessively affect the results of a
system as well as imply unwarranted drift and inefficiency. This situation, which expresses …