Storage device, oil refining production device hydrogen distribution prediction method, device and equipment

A technology for distribution forecasting and production equipment, applied in forecasting, measuring equipment, instruments, etc., can solve problems such as many constraints and difficulty in model optimization guidance, to ensure accuracy, improve model calculation accuracy, and optimize extrapolation Effect

A technology for distribution forecasting and production equipment, applied in forecasting, measuring equipment, instruments, etc., can solve problems such as many constraints and difficulty in model optimization guidance, to ensure accuracy, improve model calculation accuracy, and optimize extrapolation Effect

CN114444403APending Publication Date: 2022-05-06CHINA PETROLEUM & CHEM CORP +1
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  • Storage device, oil refining production device hydrogen distribution prediction method, device and equipment
  • Storage device, oil refining production device hydrogen distribution prediction method, device and equipment
  • Storage device, oil refining production device hydrogen distribution prediction method, device and equipment

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Effect test

Embodiment 1

[0046] Such as figure 1 As shown, the method for predicting the distribution of hydrogen in the refinery production unit of Embodiment 1 of the present invention comprises the following steps:

[0047] Step S101, prepare basic information, namely: determine device category, working condition and key operating parameters, determine raw materials, product types and material parameter information.

[0048] Among them, the unit mainly refers to the main unit in the refining process, and the unit category includes atmospheric and vacuum units, continuous reforming units, catalytic cracking units, delayed coking units, solvent deasphalting units, various hydrofining units, various hydrotreating reforming units Quality equipment and various hydrocracking units, etc. Working conditions mainly refer to the corresponding production status of the equipment when the refinery processes the same main types of crude oil within a period of time (for example, within a year).

[0049] The key...

Embodiment 2

[0141] Such as image 3 As shown, the hydrogen distribution prediction device of the refinery production unit in this embodiment includes: a basic information preparation module 201, a simulation calculation data acquisition module 202, an experimental test data acquisition module 203, a correction data acquisition module 204 and a hydrogen distribution prediction model acquisition module 205. Among them, the basic information preparation module 201 is used to determine the device category, working conditions and key operating parameters, determine the raw materials, product types and material parameter information; the simulation calculation data acquisition module 202 is used to establish device models through process simulation software, and obtain different working conditions Under the simulated calculation data of hydrogen content of raw materials and products; the experimental test data acquisition module 203 is used to carry out sampling experiment analysis on the raw ma...

Embodiment 3

[0143] This embodiment provides a memory, which may be a non-transitory (non-volatile) computer storage medium, and the computer storage medium stores computer-executable instructions, and the computer-executable instructions can execute the oil refining method described in any of the above-mentioned method embodiments. Each step of the hydrogen distribution prediction method of the production device, and achieve the same technical effect.

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Abstract

The invention discloses a hydrogen distribution prediction method and device for an oil refining production device, and the method comprises the following steps: A, determining the type, working conditions and key operation parameters of the device, and determining raw materials, product types and material parameter information; b, establishing a device model through process simulation software, and obtaining hydrogen content simulation calculation data of raw materials and products under different working conditions; c, performing sampling experimental analysis on the raw materials and the products under the limited group of working conditions to obtain hydrogen content experimental test data; d, for an oil phase product in the product, fitting and correcting the hydrogen content experimental test data and the hydrogen content simulation calculation data under the limited group of working conditions to obtain corrected hydrogen content data; and E, aiming at an oil phase product, performing regression fitting by utilizing the corrected hydrogen content data, the material parameter information of the raw oil and the key operation parameters to obtain a hydrogen distribution prediction model of the device. According to the method and the device, the purposes of improving the calculation accuracy and extrapolation of the model and optimizing the operation of the device are achieved.

Description

technical field [0001] The invention relates to the technical field of oil refining and processing, in particular to a hydrogen distribution prediction method, device and equipment for storage and oil refining production equipment. Background technique [0002] Crude oil processing is actually a process of rebalancing and redistribution of hydrogen. The crude oil is divided into distillate oils with different hydrogen distributions according to the difference of boiling point through the atmospheric and vacuum device. Atmospheric distillation and vacuum distillation are both physical processes. The desalted and dehydrated mixed raw oil is heated in the distillation tower. According to the difference in boiling point, it is divided into oil products with different boiling points from the top to the bottom of the tower, which are distillates. Some of these distillates leave the factory in the form of products after being blended and added with additives, and most of them are ...

Claims

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Application Information

Patent Timeline
06 May 2022
Publication
CN114444403A
IPC
G06F30/28; G06Q10/04; G06Q50/04; G01N33/28; G06F111/10; G06F113/08; G06F119/08; G06F119/14
CPC
G06F30/28; G06Q10/04; G06Q50/04; G01N33/2823; G01N33/2841; G06F2111/10; G06F2113/08; G06F2119/08
Inventors
王阳峰; 张伟