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- W4313148618 abstract "The article deals with innovative solutions to improve the preparation of mixtures with the data integration of advanced planning, material balance and laboratory information management systems. The problem of developing models for calculating the kinematic viscosity of blending petroleum products was considered. To assess the discrepancy between the optimal planned recipes and real recipes when blending oil products, the cosine similarity was used. If the discrepancy was large, the optimal planning model should be updated. To calculate the viscosity of blends, a number of formulas was considered that are most widely used in modern NLP-models. The results were compared with the experimental data. To optimize blending, it was necessary to adjust the parameters of the calculation formulas depending on the current state of production. The parametric analysis of the NLP-model of a real refinery was carried out based on numerical calculations of the optimal plan. It is shown that the change in the parameter significantly influences the optimal utilization of process units and the magnitude of marginal profit. The economic evaluation of the proposed solutions during the operation of the refinery was performed." @default.
- W4313148618 created "2023-01-06" @default.
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- W4313148618 date "2022-01-01" @default.
- W4313148618 modified "2023-09-26" @default.
- W4313148618 title "Integration of Information Systems Data to Improve the Petroleum Product Blends Quality" @default.
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- W4313148618 doi "https://doi.org/10.1007/978-3-031-24145-1_20" @default.
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