Analysis of Environmental Governance Expense Prediction Reform With the Background of Artificial Intelligence

In this paper, Artificial Intelligence assisted rule-based confidence metric (AI-CRBM) framework has been introduced for analyzing environmental governance expense prediction reform. A metric method is to assess a level of collective environmental governance representing general, government, and corporate aspects. The equilibrium approach is used to calculate improvements in the source of environmental management based on cost, and it is tailored to test the public sector-corporation for environmental shared governance. The overall concept of cost prediction or estimation of environmental governance is achieved by the rule-based confidence method. The framework compares the expected cost to the environment of governance to determine the efficiency of the cost prediction process.

SYSTEMATIZATION OF IDENTIFICATION CRITERIA AND POSITIONING PARAMETERS OF TERRITORIAL COMMUNITIES: INNOVATIVE ASPECT

The article deepens theoretical and methodical provisions on the attractive image formation for the territorial communities in terms of systematization of their identification criteria and positioning parameters, strengthened in this context local innovative aspect of the implementation of sustainable development concept. The theoretical and methodical provisions regarding the marketing tools of economic entities at the local level have been analysed, which made it possible to research the territorial community as a complex and innovatively active system characterized by emergence and synergistic metasystem connections between its elements that require ordering. This ordering became possible due to the methodological research platform, which based on the positions of the systemic and integrated approach, D. Forrester counterintuitive method of system dynamics, A. Marshall partial equilibrium approach and the principle of stable disequilibrium. The authors proved that the process of determining and ordering identification criteria and positioning parameters depends on the existing institutional frames for the functioning and development of territorial communities, which have a narrowing effect on the search opportunities and alternatives in choice. The discreteness of the coverage of the unique characteristics, which made it possible to distinguish the community among many others based on the established scientific hypothesis, justified the choice of 15 identification criteria and 13 positioning parameters that form the idea of a territorial unit. The provisions of the article systematized of certain criteria and parameters by constructing appropriate classification schemes based on a descending hierarchical chain of classification taxa “class – type – criterion / parameter – result (value) of criterion / parameter”. This made it possible to distinguish between the classes of identification criteria into key and auxiliary ones, and the classes of positioning parameters into single (quantitative) and complex (qualitative) ones. The article proves importance of the implementation of identification criteria and positioning parameters in the practice of the territorial communities strategizing to improve their innovative activity and determine key development positions in a strategic perspective.

Sensitivity of the Non-Equilibrium Approach for Mixture Condensation to Heat and Mass Transfer Correlations and Thermophysical Properties

The prediction of mixture condensation is still complex due to coupled heat and mass transfer and insufficient data of thermophysical mixture properties. This article analyzes the impact of various heat and mass transfer correlations on the non-equilibrium approach for mixture condensation in a vertical plain tube. Furthermore, the influence of thermophysical properties from different databases is investigated. The results are shown for ethanol-water, but allow conclusions to other fluid mixtures. They indicate that the liquid heat transfer coefficient in the non-equilibrium approach dominates the qualitative behavior of the condensation process, but the vapor mass transfer coefficient can only decrease or increase the quantitative level of the effective heat transfer with minor impact. More importantly, the logarithm in the vapor mass transfer term is central for the prediction of the condensation heat transfer. As this logarithm contains VLE data, it proves that there is a strong connection between VLE and overall prediction of mixture condensation. A demonstration of available data for thermophysical mixture properties of ethanol-water shows significant deviations, which affect the calculations as well. Besides, data from our own experiments are presented for mixture viscosity of ethanol-water. It is recommended to focus not only on improved heat and mass transfer correlations, but also on thermophysical properties and VLE data for a precise prediction of mixture condensation.