An artificial intelligence-based control system for thermal insulation layer packaging of thermal insulation oil casing

Abstract

The present invention discloses an artificial intelligence-based control system for thermal insulation layer packaging of thermal insulation oil casing, which relates to the technical field of thermal insulation layer packaging control, and comprises a server, wherein the server is communicatively connected with a thermal insulation packaging execution analysis unit, a thermal insulation material performance screening unit, a real-time environmental demand matching unit and a material addition real-time control unit; the present invention ensures that the thermal insulation layer of the oil casing can be properly packaged onto the surface of the oil casing by judging whether the efficiency of the thermal insulation layer packaging is qualified, so as to ensure the operation efficiency of the oil casing, and at the same time ensure that the thermal insulation performance of the oil casing can meet the requirements, and ensure the qualification of the oil casing during use.

Description

Technical Field

[0001] The present invention relates to the technical field of thermal insulation layer packaging control, and in particular to an artificial intelligence-based thermal insulation layer packaging control system for thermal insulation oil casing. Background Art

[0002] The oil layer casing, also known as the production casing, is the last layer of casing in the casing procedure of the oil and gas well. It runs from the wellhead to below the oil and gas layer. The depth of the oil layer casing is basically the depth of the drilling. The function of the oil layer casing is the passage for oil and gas to reach the ground, isolating the oil and gas from the entire formation to ensure that the oil and gas pressure does not leak. After the oil and gas well is put into production, the quality of the oil layer casing must be guaranteed to maintain a certain mining period. The cementing quality of the oil layer casing is related to the exploration well, which is the key to oil and gas testing, and is related to the production well, which directly affects the service life of the well.

[0003] However, in the prior art, when the oil casing is packaged, it is not possible to perform a real-time analysis of the thermal insulation layer packaging, so that it is impossible to ensure whether the real-time packaging efficiency is qualified, thereby affecting the operation efficiency of the oil casing. In addition, it is impossible to match the appropriate type according to the performance analysis of the thermal insulation material, resulting in unreasonable use of the thermal insulation material, and it is impossible to ensure that the thermal insulation requirements are met and whether the material cost is reasonably controlled;

[0004] In view of the above technical defects, a solution is now proposed. Summary of the invention

[0005] The purpose of the present invention is to solve the above-mentioned problems and to propose an insulated oil casing insulation layer packaging control system based on artificial intelligence. The thermal insulation material is matched according to the current oil casing operating environment requirements to ensure that the thermal insulation material added in the oil casing can meet the use of the oil casing, and prevent the thermal insulation material from not being able to meet the operation of the oil casing, resulting in accelerated wear of the oil casing, reducing the working efficiency of the oil casing, and affecting the normal use of the oil casing and bringing risks to construction personnel. The addition of thermal insulation materials is also analyzed and controlled in real time to determine whether there is a risk in the current addition of thermal insulation materials, so as to ensure the rationality of the addition of thermal insulation materials.

[0006] The purpose of the present invention can be achieved through the following technical solutions:

[0007] An artificial intelligence-based thermal insulation layer packaging control system for thermal insulation oil casing includes a server, and the server communication connection has:

[0008] The thermal insulation packaging execution analysis unit is used to perform packaging execution analysis on the oil casing and tubing with real-time thermal insulation layer packaging, analyze the packaged oil casing and tubing during the process of packaging the thermal insulation layer, generate thermal insulation packaging execution abnormality signal or packaging qualified signal through analysis, and send it to the server;

[0009] The thermal insulation material performance screening unit is used to analyze the thermal insulation performance of the thermal insulation material, divide the thermal insulation material into adjustable materials and non-adjustable materials through analysis, and send their corresponding names to the server;

[0010] Real-time environment demand matching unit, used to match insulation materials according to the current oil casing operating environment requirements, and match the oil casing with appropriate insulation materials according to the current different demand usage environments based on insulation material analysis;

[0011] The material addition real-time control unit is used to analyze and control the addition of thermal insulation materials in real time, generate adjustment control signals, cost control signals and addition control qualification signals through real-time analysis, and send them to the server.

[0012] As a preferred embodiment of the present invention, the operation process of the thermal insulation packaging execution analysis unit is as follows:

[0013] The real-time rotation speed of the tubing and the covering speed of the insulation layer after contacting the tubing and casing are collected, and the packaging speed difference of the tubing and casing is obtained by difference calculation. The tubing and casing covered with the insulation layer in the current packaging process are analyzed, and the horizontality of the insulation layer on the surface of the tubing and casing that has been covered and the average gap distance between the tubing and casing that has been covered and the corresponding insulation layer are collected. The horizontality of the insulation layer on the surface of the tubing and casing that has been covered and the average gap distance between the tubing and casing that has been covered and the corresponding insulation layer are compared with the horizontality threshold and the average gap distance threshold respectively:

[0014] If the horizontality of the thermal insulation layer on the surface of the covered oil casing does not exceed the horizontality threshold, or the average gap distance between the covered oil casing and the corresponding thermal insulation layer exceeds the average gap distance threshold, the packaging speed difference at the time when the covering of the oil casing in the corresponding area is completed is abnormal, and the corresponding packaging speed difference is marked as a risk speed difference; at the same time, an insulation packaging execution abnormality signal is generated and sent to the server;

[0015] If the horizontality of the thermal insulation layer on the surface of the covered oil casing exceeds the horizontality threshold, and the average gap distance between the covered oil casing and the corresponding thermal insulation layer does not exceed the average gap distance threshold, the packaging speed difference at the time when the oil casing in the corresponding area is completed is qualified, and the corresponding packaging speed difference is marked as a safe speed difference; at the same time, a packaging qualified signal is generated and sent to the server.

[0016] As a preferred embodiment of the present invention, the operation process of the thermal insulation material performance screening unit is as follows:

[0017] The maximum added thickness difference of the thermal insulation material in the oil casing and the maximum added density difference of the thermal insulation material are collected, and the maximum added thickness difference of the thermal insulation material in the oil casing and the maximum added density difference of the thermal insulation material are compared with the maximum added thickness difference threshold and the maximum added density difference threshold respectively:

[0018] If the maximum added thickness difference of the thermal insulation material in the oil casing exceeds the maximum added thickness difference threshold, and the maximum added density difference of the thermal insulation material exceeds the maximum added density difference threshold, the oil casing area corresponding to the added thermal insulation material is analyzed to obtain the corresponding deviation value of the maximum tolerable temperature value of the corresponding oil casing area, if the corresponding deviation value of the maximum tolerable temperature value of the corresponding oil casing area exceeds the maximum tolerable temperature value deviation value threshold, the corresponding thermal insulation material is marked as an adjustable material; if the corresponding deviation value of the maximum tolerable temperature value of the corresponding oil casing area does not exceed the maximum tolerable temperature value deviation value threshold, the corresponding thermal insulation material is marked as a non-adjustable material; the names of the adjustable material and the non-adjustable material are sent to the server together.

[0019] As a preferred embodiment of the present invention, the operation process of the real-time environment requirement matching unit is as follows:

[0020] The maximum temperature rise span in the current use environment of the oil casing and the corresponding maximum controllable temperature value after the corresponding available thermal insulation materials of the oil casing are added and controlled are collected, and the temperature adaptability value of the thermal insulation material is obtained through difference calculation. The sustainable duration of the current use environment of the oil casing and the corresponding maximum temperature and the sustainable wear duration of the corresponding thermal insulation material at the corresponding maximum temperature are collected, and the duration of the thermal insulation material is obtained through difference calculation;

[0021] The temperature adaptation value and the duration value are compared with the temperature adaptation value threshold and the duration value threshold respectively: if the temperature adaptation value exceeds the temperature adaptation value threshold, or the duration value exceeds the duration value threshold, it is determined that the current thermal insulation material cannot meet the operating environment of the corresponding oil casing, and the corresponding thermal insulation material is reselected; if the temperature adaptation value does not exceed the temperature adaptation value threshold, and the duration value does not exceed the duration value threshold, it is determined that the current thermal insulation material can meet the operating environment of the corresponding oil casing, and the corresponding thermal insulation material is used as the thermal insulation material for packaging.

[0022] As a preferred embodiment of the present invention, the operation process of the material addition real-time control unit is as follows:

[0023] The average thickness deviation value of the insulation material in adjacent areas of the packaged oil casing and the maximum density difference value of the insulation material in each area of ​​the corresponding oil casing are collected, and the average thickness deviation value of the insulation material in adjacent areas of the packaged oil casing and the maximum density difference value of the insulation material in each area of ​​the corresponding oil casing are compared with the average thickness deviation value threshold and the maximum density difference threshold respectively:

[0024] If the average thickness deviation value of the thermal insulation materials in adjacent areas of the packaged oil casing exceeds the average thickness deviation value threshold, or the maximum density difference value of the thermal insulation materials in each area of ​​the corresponding oil casing exceeds the maximum density difference threshold, if the thermal insulation material currently matched by the oil casing in real time is an adjustable material, then an adjustment control signal is generated and sent to the server; if the thermal insulation material currently matched by the oil casing in real time is an adjustable material, then a cost control signal is generated and sent to the server;

[0025] If the average thickness deviation value of the insulation materials in adjacent areas of the packaged oil casing does not exceed the average thickness deviation value threshold, and the maximum density difference value of the insulation materials in each area of ​​the corresponding oil casing does not exceed the maximum density difference threshold, then the addition control of the insulation material is determined to be qualified, and an addition control qualified signal is generated and sent to the server.

[0026] Compared with the prior art, the present invention has the following beneficial effects:

[0027] 1. In the present invention, the oil casing with the insulation layer packaged in real time is analyzed for packaging execution to determine whether the efficiency of the insulation layer packaging is qualified, thereby ensuring that the insulation layer of the oil casing can be packaged to the surface of the oil casing in a qualified manner, so as to ensure the operating efficiency of the oil casing, and at the same time ensure that the insulation performance of the oil casing can meet the requirements, ensure the qualification of the oil casing during use, reduce the operating failure rate of the oil casing, and indirectly enhance the working efficiency of the oil casing; the insulation performance of the insulation material is analyzed, so as to ensure the operating efficiency of the oil casing after the insulation material is added, and also ensure the adding efficiency of the insulation material, so as to prevent the insulation performance from being affected due to the risk of adding the insulation material, thereby reducing the working efficiency of the oil casing and increasing unnecessary cost waste of the insulation material;

[0028] 2. In the present invention, the insulation material is matched according to the current oil casing operating environment requirements to ensure that the insulation material added in the oil casing can meet the use of the oil casing, and to prevent the insulation material from failing to meet the operation of the oil casing, which leads to accelerated wear of the oil casing, reduced working efficiency of the oil casing, and affects the normal use of the oil casing and brings risks to construction personnel; the addition of the insulation material is analyzed and controlled in real time to determine whether there is a risk in the current addition of the insulation material, so as to ensure the rationality of the addition of the insulation material, ensure that the performance of the insulation material can be fully utilized, and facilitate improving the working efficiency of the oil casing. BRIEF DESCRIPTION OF THE DRAWINGS

[0029] In order to facilitate understanding by those skilled in the art, the present invention is further described below with reference to the accompanying drawings.

[0030] Figure 1 The present invention is a principle block diagram of an artificial intelligence-based thermal insulation layer packaging control system for thermal insulation oil casing. DETAILED DESCRIPTION

[0031] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0032] Reference to "embodiments" herein means that a particular feature, structure, or characteristic described in conjunction with the embodiments may be included in at least one embodiment of the present invention. The appearance of the phrase in various places in the specification does not necessarily refer to the same embodiment, nor is it an independent or alternative embodiment that is mutually exclusive with other embodiments. It is explicitly and implicitly understood by those skilled in the art that the embodiments described herein may be combined with other embodiments.

[0033] See also Figure 1 As shown, an artificial intelligence-based thermal insulation layer packaging control system for thermal insulation oil casing includes a server, and the server is communicatively connected with a thermal insulation packaging execution analysis unit, a thermal insulation material performance screening unit, a real-time environmental demand matching unit, and a material addition real-time control unit, wherein the server is bidirectionally connected with the thermal insulation packaging execution analysis unit, the thermal insulation material performance screening unit, the real-time environmental demand matching unit, and the material addition real-time control unit;

[0034] When the oil casing is wrapped with a thermal insulation layer, the server generates a thermal insulation packaging execution analysis signal and sends the thermal insulation packaging execution analysis signal to the thermal insulation packaging execution analysis unit. After receiving the thermal insulation packaging execution analysis signal, the thermal insulation packaging execution analysis unit performs packaging execution analysis on the oil casing wrapped with the thermal insulation layer in real time to determine whether the efficiency of the thermal insulation layer packaging is qualified, thereby ensuring that the thermal insulation layer of the oil casing can be properly wrapped on the surface of the oil casing, so as to ensure the operating efficiency of the oil casing, and at the same time ensure that the thermal insulation performance of the oil casing can meet the requirements, ensure the qualification of the oil casing during use, reduce the operating failure rate of the oil casing, and indirectly enhance the working efficiency of the oil casing;

[0035] In the process of wrapping the insulation layer on the tubing, the real-time rotation speed of the tubing and the covering speed of the insulation layer after contacting the tubing are collected, and the packaging speed difference of the tubing is obtained by difference calculation. The tubing that has been covered with the insulation layer in the current packaging process is analyzed, and the horizontality of the insulation layer on the surface of the tubing that has been covered and the average gap distance between the tubing that has been covered and the corresponding insulation layer are collected. The horizontality of the insulation layer on the surface of the tubing that has been covered and the average gap distance between the tubing that has been covered and the corresponding insulation layer are compared with the horizontality threshold and the average gap distance threshold respectively:

[0036] If the horizontality of the thermal insulation layer on the surface of the covered oil casing does not exceed the horizontality threshold, or the average gap distance between the covered oil casing and the corresponding thermal insulation layer exceeds the average gap distance threshold, the packaging speed difference at the time when the oil casing in the corresponding area is covered is abnormal, and the corresponding packaging speed difference is marked as a risk speed difference; at the same time, an insulation packaging execution abnormality signal is generated and sent to the server. After receiving the insulation packaging execution abnormality signal, the server re-packages the completed oil casing with the insulation layer, and readjusts the currently set real-time rotation speed of the oil casing and the covering speed after the insulation layer contacts the oil casing, so as to adjust the risk speed difference numerically;

[0037] If the horizontality of the thermal insulation layer on the surface of the covered oil casing exceeds the horizontality threshold, and the average gap distance between the covered oil casing and the corresponding thermal insulation layer does not exceed the average gap distance threshold, the packaging speed difference at the time when the oil casing in the corresponding area is completed is qualified, and the corresponding packaging speed difference is marked as a safe speed difference; at the same time, a packaging qualified signal is generated and sent to the server;

[0038] In the process of packaging the oil casing, the exchange critical value of the safety speed difference and the risk speed difference is obtained according to the real-time packaging results, that is, the critical value is judged according to the quality of the real-time packaging, and the exchange critical value is collected according to the different stages of the oil casing packaging, and the positive and negative deviation values ​​of the corresponding exchange critical value are obtained; in the process of ensuring the oil casing, the exchange critical value is used as the operating standard, and the exchange critical value is adjusted according to the corresponding positive and negative deviation values ​​at different packaging stages, so as to ensure the qualification of the thermal insulation packaging. In this application, the speed difference is the evaluation value for the coordinated use of the oil casing and the thermal insulation layer. When the speed of the oil casing needs to be adjusted during the packaging process, the rotation speed of the oil casing is adjusted, and the covering speed of the thermal insulation layer is adjusted according to the speed difference. At the same time, if the current environment cannot control the covering speed of the corresponding thermal insulation layer, the rotation speed of the corresponding oil casing is limited, which further ensures the working qualification of the oil casing;

[0039] After receiving the qualified packaging signal, the server generates a thermal insulation material performance screening signal and sends the thermal insulation material performance screening signal to the thermal insulation material performance screening unit. After receiving the thermal insulation material performance screening signal, the thermal insulation material performance screening unit analyzes the thermal insulation performance of the thermal insulation material, thereby ensuring the operating efficiency of the oil casing after the thermal insulation material is added, and also ensuring the efficiency of adding the thermal insulation material, preventing the thermal insulation performance from being affected due to the risk of adding the thermal insulation material, thereby reducing the working efficiency of the oil casing and increasing unnecessary cost waste of the thermal insulation material;

[0040] The maximum added thickness difference of the thermal insulation material in the oil casing and the maximum added density difference of the thermal insulation material are collected, and the maximum added thickness difference of the thermal insulation material in the oil casing and the maximum added density difference of the thermal insulation material are compared with the maximum added thickness difference threshold and the maximum added density difference threshold respectively:

[0041] If the maximum added thickness difference of the thermal insulation material in the oil casing exceeds the maximum added thickness difference threshold, and the maximum added density difference of the thermal insulation material exceeds the maximum added density difference threshold, the oil casing area corresponding to the added thermal insulation material is analyzed to obtain the corresponding deviation value of the maximum tolerable temperature value of the corresponding oil casing area. If the corresponding deviation value of the maximum tolerable temperature value of the corresponding oil casing area exceeds the maximum tolerable temperature value deviation value threshold, the corresponding thermal insulation material is marked as an adjustable material; if the corresponding deviation value of the maximum tolerable temperature value of the corresponding oil casing area does not exceed the maximum tolerable temperature value deviation value threshold, the corresponding thermal insulation material is marked as a non-adjustable material;

[0042] The names of the adjustable material and the non-adjustable material are sent to the server together. After the server receives the information, during the casing and tubing packaging process, if the thermal insulation material is an adjustable material, the thermal insulation material addition control is performed when the ambient temperature fluctuation is required; if the thermal insulation material is a non-adjustable material, the thermal insulation material is replaced when the ambient temperature fluctuation is required;

[0043] The server generates a real-time environment demand matching signal and sends the real-time environment demand matching signal to the real-time environment demand matching unit. After receiving the real-time environment demand matching signal, the real-time environment demand matching unit matches the thermal insulation material according to the current oil casing operation environment demand, so as to ensure that the thermal insulation material added to the oil casing can meet the use of the oil casing, and prevent the thermal insulation material from failing to meet the operation of the oil casing, causing the wear speed of the oil casing to accelerate, reducing the working efficiency of the oil casing, and affecting the normal use of the oil casing and bringing risks to the construction personnel;

[0044] The maximum temperature rise span in the current use environment of the oil casing and the corresponding maximum controllable temperature value after the corresponding available thermal insulation materials of the oil casing are added and controlled are collected, and the temperature adaptability value of the thermal insulation material is obtained through difference calculation. The sustainable duration of the current use environment of the oil casing and the corresponding maximum temperature and the sustainable wear duration of the corresponding thermal insulation material at the corresponding maximum temperature are collected, and the duration of the thermal insulation material is obtained through difference calculation;

[0045] Compare the temperature adaptation value and duration value with the temperature adaptation value threshold and duration value threshold respectively:

[0046] If the temperature adaptability value exceeds the temperature adaptability value threshold, or the duration value exceeds the duration value threshold, it is determined that the current thermal insulation material cannot meet the operating environment of the corresponding oil casing, and the corresponding thermal insulation material is reselected; if the temperature adaptability value does not exceed the temperature adaptability value threshold, and the duration value does not exceed the duration value threshold, it is determined that the current thermal insulation material can meet the operating environment of the corresponding oil casing, and the corresponding thermal insulation material is used as the thermal insulation material for packaging;

[0047] The server generates a real-time control signal for adding materials and sends the real-time control signal to the real-time control unit for adding materials. After receiving the real-time control signal, the real-time control unit for adding materials performs real-time analysis and control on the addition of thermal insulation materials to determine whether there is a risk in the current addition of thermal insulation materials, so as to ensure the rationality of the addition of thermal insulation materials and ensure that the performance of the thermal insulation materials can be fully utilized, thereby improving the working efficiency of the oil casing;

[0048] The average thickness deviation value of the insulation material in adjacent areas of the packaged oil casing and the maximum density difference value of the insulation material in each area of ​​the corresponding oil casing are collected, and the average thickness deviation value of the insulation material in adjacent areas of the packaged oil casing and the maximum density difference value of the insulation material in each area of ​​the corresponding oil casing are compared with the average thickness deviation value threshold and the maximum density difference threshold respectively:

[0049] If the average thickness deviation value of the thermal insulation materials in adjacent areas of the packaged oil casing exceeds the average thickness deviation value threshold, or the maximum density difference value of the thermal insulation materials in each area of ​​the corresponding oil casing exceeds the maximum density difference threshold, if the thermal insulation material currently matched by the oil casing in real time is an adjustable material, an adjustment control signal is generated and sent to the server. After receiving the adjustment control signal, the server re-adds and controls the thermal insulation materials in the oil casing in the corresponding area, and supplements the thermal insulation materials that do not meet the thickness or density requirements; if the thermal insulation material currently matched by the oil casing in real time is an adjustable material, a cost control signal is generated and sent to the server. After receiving the cost control signal, the thermal insulation materials in the corresponding oil casing area are recycled to ensure that the density and thickness of the thermal insulation materials are consistent while reducing the consumption of the thermal insulation materials;

[0050] If the average thickness deviation value of the insulation material in adjacent areas of the packaged oil casing does not exceed the average thickness deviation value threshold, and the maximum density difference value of the insulation material in each area of ​​the corresponding oil casing does not exceed the maximum density difference threshold, then it is determined that the addition control of the insulation material is qualified, and an addition control qualified signal is generated and sent to the server. After the server receives the addition control qualified signal, the oil casing packaging continues.

[0051] When the present invention is in use, a packaging execution analysis is performed on the oil casing and tubing with a real-time packaging insulation layer through a thermal insulation packaging execution analysis unit, and the packaged oil casing and tubing are analyzed during the process of packaging the insulation layer of the oil casing and tubing, and a thermal insulation packaging execution abnormality signal or a packaging qualification signal is generated through the analysis and sent to the server; the thermal insulation performance of the thermal insulation material is analyzed through a thermal insulation material performance screening unit, and the thermal insulation material is divided into adjustable materials and non-adjustable materials through the analysis, and the corresponding names are sent to the server; the thermal insulation material is matched according to the current oil casing and tubing operating environment requirements through a real-time environment demand matching unit, and the oil casing and tubing are matched with insulation materials of appropriate types according to the thermal insulation material analysis for the current different demand usage environments; the addition of the thermal insulation material is analyzed and controlled in real time through a material addition real-time control unit, and an adjustment control signal, a cost control signal and an addition control qualification signal are generated through real-time analysis, and sent to the server.

[0052] The preferred embodiments of the present invention disclosed above are only used to help explain the present invention. The preferred embodiments do not describe all the details in detail, nor do they limit the invention to only specific implementation methods. Obviously, many modifications and changes can be made according to the content of this specification. This specification selects and specifically describes these embodiments in order to better explain the principles and practical applications of the present invention, so that those skilled in the art can understand and use the present invention well. The present invention is limited only by the claims and their full scope and equivalents.

Claims

1. An artificial intelligence-based thermal insulation layer packaging control system for thermal insulation oil casing, characterized in that: Including servers, server communication connections are: The thermal insulation packaging execution analysis unit is used to perform packaging execution analysis on the oil casing and tubing with real-time packaging insulation layer. The packaged oil casing and tubing are analyzed during the process of packaging the insulation layer of the oil casing and tubing. The thermal insulation packaging execution abnormality signal or packaging qualified signal is generated through analysis and sent to the server. The operation process of the thermal insulation packaging execution analysis unit is as follows: The real-time rotation speed of the tubing and the covering speed of the insulation layer after contacting the tubing and casing are collected, and the packaging speed difference of the tubing and casing is obtained by difference calculation. The tubing and casing covered with the insulation layer in the current packaging process are analyzed, and the horizontality of the insulation layer on the surface of the tubing and casing that has been covered and the average gap distance between the tubing and casing that has been covered and the corresponding insulation layer are collected. The horizontality of the insulation layer on the surface of the tubing and casing that has been covered and the average gap distance between the tubing and casing that has been covered and the corresponding insulation layer are compared with the horizontality threshold and the average gap distance threshold respectively: If the horizontality of the thermal insulation layer on the surface of the covered oil casing does not exceed the horizontality threshold, or the average gap distance between the covered oil casing and the corresponding thermal insulation layer exceeds the average gap distance threshold, the packaging speed difference at the time when the covering of the oil casing in the corresponding area is completed is abnormal, and the corresponding packaging speed difference is marked as a risk speed difference; at the same time, an insulation packaging execution abnormality signal is generated and sent to the server; If the horizontality of the thermal insulation layer on the surface of the covered oil casing exceeds the horizontality threshold, and the average gap distance between the covered oil casing and the corresponding thermal insulation layer does not exceed the average gap distance threshold, the packaging speed difference at the time when the oil casing in the corresponding area is completed is qualified, and the corresponding packaging speed difference is marked as a safe speed difference; at the same time, a packaging qualified signal is generated and sent to the server; The thermal insulation material performance screening unit is used to analyze the thermal insulation performance of the thermal insulation material, divide the thermal insulation material into adjustable materials and non-adjustable materials through analysis, and send their corresponding names to the server; Real-time environment demand matching unit, used to match insulation materials according to the current oil casing operating environment requirements, and match the oil casing with appropriate insulation materials according to the current different demand usage environments based on insulation material analysis; The material addition real-time control unit is used to analyze and control the addition of thermal insulation materials in real time, generate adjustment control signals, cost control signals and addition control qualification signals through real-time analysis, and send them to the server.

2. According to the artificial intelligence-based thermal insulation layer packaging control system of thermal insulation oil casing according to claim 1, it is characterized in that: The operation process of the insulation material performance screening unit is as follows: The maximum added thickness difference of the thermal insulation material in the oil casing and the maximum added density difference of the thermal insulation material are collected, and the maximum added thickness difference of the thermal insulation material in the oil casing and the maximum added density difference of the thermal insulation material are compared with the maximum added thickness difference threshold and the maximum added density difference threshold respectively: If the maximum added thickness difference of the thermal insulation material in the oil casing exceeds the maximum added thickness difference threshold, and the maximum added density difference of the thermal insulation material exceeds the maximum added density difference threshold, the oil casing area corresponding to the added thermal insulation material is analyzed to obtain the corresponding deviation value of the maximum tolerable temperature value of the corresponding oil casing area, if the corresponding deviation value of the maximum tolerable temperature value of the corresponding oil casing area exceeds the maximum tolerable temperature value deviation value threshold, the corresponding thermal insulation material is marked as an adjustable material; if the corresponding deviation value of the maximum tolerable temperature value of the corresponding oil casing area does not exceed the maximum tolerable temperature value deviation value threshold, the corresponding thermal insulation material is marked as a non-adjustable material; the names of the adjustable material and the non-adjustable material are sent to the server together.

3. According to the artificial intelligence-based thermal insulation layer packaging control system of the thermal insulation oil casing according to claim 1, it is characterized in that: The operation process of the real-time environment demand matching unit is as follows: The maximum temperature rise span in the current use environment of the oil casing and the corresponding maximum controllable temperature value after the corresponding available thermal insulation materials of the oil casing are added and controlled are collected, and the temperature adaptability value of the thermal insulation material is obtained through difference calculation. The sustainable duration of the current use environment of the oil casing and the corresponding maximum temperature and the sustainable wear duration of the corresponding thermal insulation material at the corresponding maximum temperature are collected, and the duration of the thermal insulation material is obtained through difference calculation; The temperature adaptation value and the duration value are compared with the temperature adaptation value threshold and the duration value threshold respectively: if the temperature adaptation value exceeds the temperature adaptation value threshold, or the duration value exceeds the duration value threshold, it is determined that the current thermal insulation material cannot meet the operating environment of the corresponding oil casing, and the corresponding thermal insulation material is reselected; if the temperature adaptation value does not exceed the temperature adaptation value threshold, and the duration value does not exceed the duration value threshold, it is determined that the current thermal insulation material can meet the operating environment of the corresponding oil casing, and the corresponding thermal insulation material is used as the thermal insulation material for packaging.

4. According to the artificial intelligence-based thermal insulation layer packaging control system of thermal insulation oil casing according to claim 1, it is characterized in that: The operation process of the material addition real-time control unit is as follows: The average thickness deviation value of the insulation material in adjacent areas of the packaged oil casing and the maximum density difference value of the insulation material in each area of ​​the corresponding oil casing are collected, and the average thickness deviation value of the insulation material in adjacent areas of the packaged oil casing and the maximum density difference value of the insulation material in each area of ​​the corresponding oil casing are compared with the average thickness deviation value threshold and the maximum density difference threshold respectively: If the average thickness deviation value of the thermal insulation materials in adjacent areas of the packaged oil casing exceeds the average thickness deviation value threshold, or the maximum density difference value of the thermal insulation materials in each area of ​​the corresponding oil casing exceeds the maximum density difference threshold, when the thermal insulation material currently matched by the oil casing in real time is an adjustable material, an adjustment control signal is generated and sent to the server; when the thermal insulation material currently matched by the oil casing in real time is an adjustable material, a cost control signal is generated and sent to the server; If the average thickness deviation value of the insulation materials in adjacent areas of the packaged oil casing does not exceed the average thickness deviation value threshold, and the maximum density difference value of the insulation materials in each area of ​​the corresponding oil casing does not exceed the maximum density difference threshold, then the addition control of the insulation material is determined to be qualified, and an addition control qualified signal is generated and sent to the server.

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