A hydrogen storage and transportation safety monitoring system and its monitoring method
By introducing data processing equipment and sensors into the hydrogen storage and transportation system, real-time monitoring and dynamic threshold management of the hydrogen storage and transportation process have been achieved, solving the problem of inaccurate monitoring in existing technologies and improving safety and reliability.
Patent Information
- Application Number
- CN202211705877.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2022-12-29
- Publication Date
- 2025-10-28
- Estimated Expiration
- 2042-12-29
AI Technical Summary
Existing hydrogen storage and transportation safety monitoring systems cannot monitor hydrogen storage containers in real time, and the set regulatory range thresholds cannot effectively protect against hydrogen leaks and explosions.
The system employs data processing and acquisition equipment, including pressure sensors, temperature sensors, and attitude sensors. Through data storage, analysis, monitoring, and communication modules, it sets dynamic threshold ranges for real-time monitoring and alarms. It also utilizes a fusion algorithm to perform weighted averaging of sensor data to achieve dynamic threshold monitoring.
It enables real-time, multi-terminal monitoring of the hydrogen storage and transportation process, with dynamic threshold ranges that are closer to hydrogen safety performance, improving the accuracy and timeliness of monitoring and reducing the risk of hydrogen leakage and explosion.
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Figure CN116045203B_ABST
Abstract
Description
Technical Field
[0001] This invention relates to the field of hydrogen storage and transportation technology, and specifically to a hydrogen storage and transportation safety monitoring system and its monitoring method. Background Technology
[0002] With the rapid development of the hydrogen energy industry and the increasing variety of downstream applications, the demand for large-scale hydrogen energy applications will gradually increase. However, China's hydrogen energy industry is still in its early stages of development and faces many challenges in areas such as hydrogen production, storage, and transportation.
[0003] High-pressure gaseous hydrogen storage has the advantages of low cost, low energy consumption, easy dehydrogenation, and wide operating conditions. It is the most mature and commonly used hydrogen storage technology. It mainly uses four types of gas cylinders made of different materials (Type I, Type II, Type III, and Type IV) as hydrogen storage containers. Gaseous hydrogen is stored through high-pressure compression. However, hydrogen molecules are very small and are prone to leakage during storage and use. The ignition point of hydrogen is only 585°C. When its content in air is in the range of 4% to 75%, it will explode when it comes into contact with an open flame. Therefore, leakage must be monitored during the use of hydrogen.
[0004] Existing hydrogen storage and transportation safety monitoring systems have certain shortcomings. They cannot monitor hydrogen storage containers in real time, and the monitoring ranges set for hydrogen safety monitoring, i.e., the triggered threshold ranges, cannot provide adequate protection. Therefore, this invention proposes a hydrogen storage and transportation safety monitoring system and method to improve upon the aforementioned problems. Summary of the Invention
[0005] Therefore, the technical problem to be solved by the present invention is to overcome the shortcomings of the existing technology in which the regulatory range set for monitoring the safety of hydrogen, i.e. the threshold range of the trigger, cannot provide better protection, thereby providing a hydrogen storage and transportation safety monitoring system and monitoring method.
[0006] To address the aforementioned problems, this invention provides a hydrogen storage and transportation safety monitoring system and method, comprising a data processing device and a data acquisition device installed on a hydrogen storage container, wherein the data processing device includes:
[0007] The data storage module is used to receive and store various types of data collected by the data acquisition device;
[0008] The analysis and monitoring module is used to fuse the data received by the data storage module and perform real-time monitoring according to the set dynamic threshold range;
[0009] The alarm module is used to issue an alarm when it determines that the data collected in real time from the hydrogen storage container exceeds the set dynamic threshold range.
[0010] A communication module, which is used for sending data.
[0011] In some implementations, a server connected to the communication module is also included for storing various types of collected data and analysis results, receiving alert information, and sending it to the user.
[0012] In some embodiments, the data acquisition device includes a pressure sensor, a temperature sensor, and an attitude sensor. The pressure sensor and the temperature sensor are both disposed inside the hydrogen inlet of the hydrogen storage container and outside the hydrogen storage container to collect pressure data and temperature data inside and outside the hydrogen storage container in real time, respectively. The attitude sensor is disposed on the hydrogen storage container to collect attitude offset data of the hydrogen storage container. The pressure sensor, the temperature sensor, and the attitude sensor are all connected to the data storage module.
[0013] In some embodiments, the data storage module includes a device data module and a work log module. The device data module is connected to the pressure sensor, the temperature sensor, and the attitude sensor, respectively, and the work log module is connected to the device data module.
[0014] In some implementations, the analysis and monitoring module fuses and monitors the data received by the data storage module, including:
[0015] The output data of the data acquisition device is transformed by feature extraction to extract the feature vector Yi representing the observation data. The feature vector Yi is then processed by pattern recognition. The descriptive data about the target in the output data is grouped according to the same target, and the data of each group is synthesized using a fusion algorithm.
[0016] The synthesized data is monitored in real time according to the set dynamic threshold range.
[0017] In some implementations, the alarm module includes a warning light and a horn, the horn and the warning light being connected to the analysis and monitoring module respectively to provide audible and visual warnings.
[0018] In some implementations, the communication module uses LTE technology as the transmission method.
[0019] The present invention also provides a method for monitoring the safety of hydrogen storage and transportation, which uses the monitoring system described in any of the preceding claims to monitor the safety of hydrogen storage and transportation, the method comprising at least:
[0020] The collected data is then fused and processed using data acquisition equipment.
[0021] Set a dynamic threshold range and monitor the threshold of the fused data;
[0022] An alarm is triggered after the monitored data is determined to exceed the dynamic threshold range.
[0023] The communication module transmits alarm results to the server in real time for remote alarm notification.
[0024] In some implementations, the dynamic threshold range is:
[0025] Threshold ranges are set for the data collected by the pressure sensor, temperature sensor, and attitude sensor respectively. The threshold ranges of the pressure sensor, temperature sensor, and attitude sensor are weighted and averaged according to the fusion algorithm to generate the dynamic range of the fused data.
[0026] The hydrogen storage and transportation safety monitoring system and method provided by this invention have the following beneficial effects:
[0027] 1. This invention enables the storage and transportation equipment of hydrogen to be monitored in real time by pressure sensors, temperature sensors and attitude sensors, and is equipped with a data storage module, analysis and monitoring module, alarm module and communication module, so that data can be viewed anytime and anywhere, and multiple terminals can be monitored together.
[0028] 2. The present invention also performs a weighted average of the threshold ranges of the pressure sensor, temperature sensor and attitude sensor, and sets different weights so that dynamic threshold range monitoring can be performed after the data of the three sensors are fused. This range is closer to the safety performance monitoring of hydrogen. Attached Figure Description
[0029] Figure 1 This is a schematic diagram of the hydrogen storage and transportation safety monitoring system of the present invention. Detailed Implementation
[0030] like Figure 1 As shown, this invention provides a hydrogen storage and transportation safety monitoring system and method, which includes a data processing device and a data acquisition device installed on a hydrogen storage container. The data processing device includes:
[0031] The data storage module is used to receive and store various types of data collected by the data acquisition device;
[0032] The analysis and monitoring module is used to fuse the data received by the data storage module and perform real-time monitoring according to the set dynamic threshold range;
[0033] The alarm module is used to issue an alarm when it determines that the data collected in real time from the hydrogen storage container exceeds the set dynamic threshold range.
[0034] A communication module, which is used for sending data. For example... Figure 1As shown, a hydrogen storage and transportation safety monitoring system and method include a data processing device and a data acquisition device installed on a hydrogen storage container. The data acquisition device includes: a data storage module for receiving and storing various types of data collected by the data acquisition device; an analysis and monitoring module for fusing the data received by the data storage module and performing real-time monitoring according to a set dynamic threshold range; an alarm module for issuing an alarm when it is determined that the data collected in real time by the hydrogen storage container exceeds the set dynamic threshold range; and a communication module for sending data to remotely issue an alarm.
[0035] In some implementations, a server communicatively connected to the communication module is also included, for storing various types of collected data and analysis results, and for receiving and sending alert information to the user. For example... Figure 1 As shown, it also includes a server connected to the communication module, used to store various types of collected data and analysis results, receive warning information and send it to users. The server can communicate with several service terminals or clients via the Internet. Supervisory personnel can access the server through mobile phones and other terminals to query relevant data about the hydrogen storage and transportation safety monitoring system.
[0036] In some embodiments, the data acquisition device includes a pressure sensor, a temperature sensor, and an attitude sensor. The pressure sensor and the temperature sensor are both located inside the hydrogen inlet of the hydrogen storage container and outside the hydrogen storage container, respectively, to collect real-time pressure and temperature data inside and outside the hydrogen storage container. The attitude sensor is located on the hydrogen storage container to collect attitude offset data of the hydrogen storage container. The pressure sensor, the temperature sensor, and the attitude sensor are all connected to the data storage module. Figure 1 As shown, the data acquisition device includes a pressure sensor, a temperature sensor, and an attitude sensor. The pressure sensor and temperature sensor are both installed inside the hydrogen inlet of the hydrogen storage container and inside the hydrogen storage container to collect pressure and temperature data inside and outside the hydrogen storage container in real time, respectively. The attitude sensor is installed on the hydrogen storage container to collect attitude offset data of the hydrogen storage container. The pressure sensor, temperature sensor, and attitude sensor are all connected to the data storage module. The pressure sensor, temperature sensor, and attitude sensor are all commercially available.
[0037] In some embodiments, the storage module includes a device data module and a work log module. The device data module is connected to the data storage module, the temperature sensor, and the attitude sensor, respectively, and the work log module is connected to the device data module. Figure 1As shown, the storage module includes a device data module and a work log module. The device data module is connected to the data storage module, the temperature sensor, and the attitude sensor, respectively. The work log module is connected to the device data module. The device data module stores relevant data of the storage device bottle, and the work log module collects information parameters within a certain working time.
[0038] In some implementations, the analysis and monitoring module fuses and monitors the data received by the data storage module, including:
[0039] The output data of the data acquisition device is transformed to extract features, thereby extracting the feature vector Y representing the observed data. i For the feature vector Y i Pattern recognition processing is performed, and the descriptive data about the target in the output data is grouped according to the same target. Then, a fusion algorithm is used to synthesize each group of data.
[0040] The synthesized data is monitored in real time according to a set dynamic threshold range. For example... Figure 1 As shown, the analysis and monitoring module fuses and analyzes the data received by the data storage module as follows:
[0041] The data acquisition device performs feature extraction transformation on the output data from various sensors to extract the feature vector Y representing the observed data. i For the feature vector Y i Pattern recognition processing, such as clustering algorithms, adaptive neural networks, or other methods that can transform the feature vector Y, is performed. i The data is transformed into statistical pattern recognition methods for target attribute judgment, and then the descriptions of each sensor about the target are completed. The description data of each sensor about the target are grouped according to the same target, i.e., associated. The fusion algorithm is used to synthesize the sensor data of each target, such as a neural network, to obtain a consistent interpretation and description of the target. The analysis and monitoring module performs real-time monitoring of the data synthesized from multiple sensors of the data acquisition device according to the set dynamic threshold range.
[0042] In some embodiments, the alarm module includes a warning light and a horn, the horn and the warning light being connected to the analysis and monitoring module respectively to provide audible and visual warnings. For example... Figure 1 As shown, the alarm module includes a warning light and a horn. The horn and warning light are respectively connected to the analysis and monitoring module to provide audible and visual warnings, so as to issue a warning after the set dynamic threshold range is exceeded.
[0043] In some implementations, the communication module uses LTE technology as the transmission method. For example, LTE technology, represented by 4G or 5G, is used as the transmission method to transmit warning information.
[0044] The present invention also provides a method for monitoring the safety of hydrogen storage and transportation, which uses the monitoring system described in any of the preceding claims to monitor the safety of hydrogen storage and transportation, the method comprising at least:
[0045] The collected data is then fused and processed using data acquisition equipment.
[0046] Set a dynamic threshold range and monitor the threshold of the fused data;
[0047] An alarm is triggered after the monitored data is determined to exceed the dynamic threshold range.
[0048] The communication module transmits alarm results to the server in real time for remote alarm notification.
[0049] Specifically, during real-time monitoring, a dynamic threshold range is set. Data collected by pressure sensors, temperature sensors, and attitude sensors are fused and processed. Threshold monitoring is performed on the fused data. If the monitored data exceeds the dynamic threshold range, an alarm is triggered, with flashing warning lights and a horn sounding. The communication module transmits the alarm results to the server in real time for remote alerting, reminding relevant departments to provide timely feedback.
[0050] In some implementations, the dynamic threshold range is:
[0051] Threshold ranges are set for the data collected by the pressure sensor, temperature sensor, and attitude sensor respectively. The threshold ranges of the pressure sensor, temperature sensor, and attitude sensor are weighted and averaged according to the fusion algorithm to generate the dynamic range of the fused data.
[0052] Specifically, the weights for setting the dynamic threshold range can be referenced from historical data, the environment in which the equipment is used, etc. Threshold ranges are set for the data collected by the pressure sensor, temperature sensor, and attitude sensor respectively. The threshold ranges of the pressure sensor, temperature sensor, and attitude sensor are weighted and averaged according to the fusion algorithm to generate the dynamic range of the fused data. This range can be closer to the safety monitoring standards for hydrogen storage and transportation, and the weights of the weighted average can be adjusted at any time.
[0053] The above description is merely a preferred embodiment of the present invention and is not intended to limit the present invention. Any modifications, equivalent substitutions, and improvements made within the spirit and principles of the present invention should be included within the protection scope of the present invention. The above description is only a preferred embodiment of the present invention. It should be noted that for those skilled in the art, several improvements and modifications can be made without departing from the technical principles of the present invention, and these improvements and modifications should also be considered within the protection scope of the present invention.
Claims
1. A hydrogen storage and transportation safety monitoring system, characterized in that, It includes a data processing device and a data acquisition device installed on the hydrogen storage container, wherein the data processing device includes: The data storage module is used to receive and store various types of data collected by the data acquisition device. The data storage module includes a device data module and a work log module. The device data module is connected to the pressure sensor, temperature sensor and attitude sensor respectively. The work log module is used to summarize and store information parameters within a preset working time and is connected to the device data module. The analysis and monitoring module is used to fuse the data received by the data storage module and perform real-time monitoring according to the set dynamic threshold range. The dynamic threshold range is generated by weighted averaging of the threshold ranges of the pressure sensor, temperature sensor and attitude sensor, and the weights are dynamically adjusted based on historical data, equipment environment or operating conditions. The alarm module is used to issue an alarm when it determines that the data collected in real time from the hydrogen storage container exceeds the set dynamic threshold range. A communication module, which is used for sending data; The data acquisition device includes a pressure sensor, a temperature sensor, and an attitude sensor. The pressure sensor and the temperature sensor are both installed inside the hydrogen inlet of the hydrogen storage container and outside the hydrogen storage container to collect pressure data and temperature data inside and outside the hydrogen storage container in real time, respectively. The attitude sensor is installed on the hydrogen storage container to collect attitude offset data of the hydrogen storage container. The pressure sensor, the temperature sensor, and the attitude sensor are all connected to the data storage module. The analysis and monitoring module integrates and monitors the data received by the data storage module, including: The output data of the data acquisition device is transformed to extract features, thereby extracting the feature vector Y representing the observed data. i For the feature vector Y i Pattern recognition processing is performed, and the descriptive data about the target in the output data is grouped according to the same target. Then, a fusion algorithm is used to synthesize each group of data. The synthesized data is monitored in real time according to the set dynamic threshold range.
2. The hydrogen storage and transportation safety monitoring system according to claim 1, characterized in that: It also includes a server that is connected to the communication module to store the collected data and analysis results, and to receive and send warning information to the user.
3. The hydrogen storage and transportation safety monitoring system according to claim 1, characterized in that: The alarm module includes a warning light and a horn, and the horn and the warning light are respectively connected to the analysis and monitoring module to provide audible and visual warnings.
4. The hydrogen storage and transportation safety monitoring system according to claim 1, characterized in that: The communication module uses LTE technology as the transmission method.
5. A method for monitoring the safety of hydrogen storage and transportation, characterized in that: The method for monitoring the safety of hydrogen storage and transportation using the monitoring system according to any one of claims 1-4 includes at least the following: The collected data is then fused and processed using data acquisition equipment. Set a dynamic threshold range and monitor the threshold of the fused data; An alarm is triggered after the monitored data is determined to exceed the dynamic threshold range. The communication module transmits alarm results to the server in real time for remote alarm notification; The dynamic threshold range is: Threshold ranges are set for the data collected by the pressure sensor, temperature sensor, and attitude sensor respectively. The threshold ranges of the pressure sensor, temperature sensor, and attitude sensor are weighted and averaged according to the fusion algorithm to generate the dynamic range of the fused data.
Citation Information
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