Environmental adaptation and secure communication waterproof telephone system, device and method

Abstract

This invention discloses an environmentally adaptable and secure waterproof telephone system, apparatus, and method, relating to the field of communication equipment technology. It includes a multimodal sensor assembly comprising a humidity sensor, a temperature sensor, and a gas sensor, arranged in an array on the waterproof telephone's outer casing and key internal locations. The humidity sensor collects real-time environmental humidity data, the temperature sensor collects real-time environmental temperature data, and the gas sensor collects real-time environmental gas composition and concentration data. A data processing component, connected to the multimodal sensor assembly, receives the data collected by the sensors. By employing a multimodal sensor fusion system with a distributed data processing architecture, real-time monitoring of environmental changes and dynamic adjustment of protection strategies are achieved, significantly improving the waterproof telephone's safety performance and lifespan in harsh environments.

Description

Technical Field

[0001] This invention relates to the field of communication equipment technology, specifically to an environmentally adaptable and secure waterproof telephone system, apparatus, and method. Background Technology

[0002] In the field of communication equipment, especially waterproof telephones used in harsh environments, existing technologies have many problems. In harsh environments such as high humidity and corrosive gases, the protection strategies of traditional waterproof telephones are usually fixed. On the one hand, they rely on single or a few sensors for environmental monitoring, making it difficult to obtain comprehensive and accurate environmental information. For example, using only a humidity sensor to monitor humidity cannot reveal temperature changes or the concentration of harmful gases, resulting in a serious limitation in the perception of environmental changes.

[0003] On the other hand, this preset static protection mode cannot make timely and effective adjustments when faced with drastic changes in environmental conditions. When humidity suddenly increases significantly, temperature fluctuates abnormally, or the concentration of harmful gases exceeds the standard, the waterproof telephone cannot automatically adapt to environmental changes, thus shortening the equipment's lifespan. Furthermore, due to the lack of an effective equipment lifespan prediction mechanism, users cannot know the equipment's operating status in advance and cannot take timely maintenance measures, posing a significant threat to secure communication and seriously affecting the continuity and reliability of communication. Summary of the Invention

[0004] To address the aforementioned technical problems, this technical solution provides an environmentally adaptable and secure waterproof telephone system, apparatus, and method, which solves the problems described above.

[0005] To achieve the above objectives, the technical solution adopted by the present invention is as follows:

[0006] Environmentally adaptable and secure waterproof telephone system, the system comprising:

[0007] A multimodal sensor assembly includes a humidity sensor, a temperature sensor, and a gas sensor. The sensors are arranged in an array in key locations inside and outside the waterproof telephone casing. The humidity sensor is used to collect ambient humidity data in real time, the temperature sensor is used to collect ambient temperature data in real time, and the gas sensor is used to collect ambient gas composition and concentration data in real time.

[0008] A data processing component, connected to a multimodal sensor component, is used to receive data collected by the sensor. The data processing component is used to preprocess the humidity, temperature and gas data collected by the sensor, store the preprocessed data according to humidity, temperature and gas category respectively, and mark the data collection timestamp.

[0009] The protection adjustment component is connected to the data processing component. The protection adjustment component is used to receive environmental data processed by the data processing component, analyze the data to judge the trend of environmental changes, and dynamically adjust the protection level of the waterproof telephone according to the judgment result if the humidity increases suddenly, the temperature fluctuates abnormally or the concentration of harmful gases exceeds the standard.

[0010] A data storage and transmission component is used to collect and store the operating data of the waterproof telephone, including usage frequency, fault records, and maintenance history, and to transmit environmental monitoring data and operating data to an external server;

[0011] The life assessment and service component connects to an external server and a local waterproof telephone system. This component is used to obtain environmental monitoring data and operational data from the server, generate personalized maintenance recommendations using life prediction algorithms, and support remote software updates and diagnostic services.

[0012] Environmentally adaptable and secure waterproof telephone method, including the following steps:

[0013] During the operation of the waterproof telephone, ambient humidity, temperature and gas data are collected in real time through an array of distributed humidity sensors, temperature sensors and gas sensors;

[0014] The collected humidity, temperature and gas data are preprocessed, and the processed data is stored by category and marked with a timestamp.

[0015] Analyze the processed environmental data to determine if there is a sudden increase in humidity, abnormal temperature fluctuations, or excessive concentrations of harmful gases. If so, dynamically adjust the protection level of the waterproof telephone.

[0016] Collect and store the operational data of the waterproof telephone, and transmit environmental monitoring data and operational data to an external server;

[0017] Data is retrieved from the server, and personalized maintenance recommendations are generated using lifespan prediction algorithms. Remote software updates and diagnostic services are also provided.

[0018] Preferably, the preprocessing of the collected data includes:

[0019] For humidity data, a moving average filtering algorithm is used to remove noise. The formula is as follows:

[0020]

[0021] in, The filtered humidity data. This is the raw humidity data. This is the length of the filtering window;

[0022] For the temperature data, normalization is performed using the following formula:

[0023]

[0024] in, The temperature data is normalized. The raw temperature data, and These represent the maximum and minimum temperatures during that period, respectively.

[0025] For gas data, check the validity of the data and remove data points that are outside the sensor's measurement range or obviously abnormal.

[0026] Preferably, the determination of whether there is a sudden increase in humidity, abnormal temperature fluctuation, or excessive concentration of harmful gases includes:

[0027] Set the normal humidity range to The threshold for a sudden increase in humidity is If the current humidity > and > If so, it is determined to be a sudden increase in humidity;

[0028] The normal temperature fluctuation range is set as follows: The threshold for abnormal temperature fluctuations is ,like > ,in If the average temperature over a period of time is considered an abnormal temperature fluctuation, then it is determined to be an abnormal temperature fluctuation.

[0029] Set the safe threshold for harmful gas concentration as If the current concentration of harmful gases > If so, it is determined that the concentration of harmful gases exceeds the standard.

[0030] Preferably, the dynamic adjustment of the waterproof telephone's protection level includes:

[0031] If the cause is determined to be a sudden increase in humidity, activate the waterproof sealing enhancement measures of the waterproof telephone casing, including driving the sealing strip to expand and fill the gaps;

[0032] If the temperature fluctuation is determined to be abnormal, when the temperature is too high, start the cooling fan and adjust its speed. The speed adjustment formula is: ,in, The adjusted fan speed. The initial rotational speed, For adjustment coefficients, The current temperature. The set upper limit of normal temperature is used. When the temperature is too low, the heating element is activated to heat the room. The heating power adjustment formula is as follows: k is a coefficient;

[0033] If the concentration of harmful gases is determined to be excessive, the air filtration device will be activated to filter out the harmful gases and enhance the protective effect of the anti-corrosion coating on the outer casing.

[0034] Environmentally adaptable and secure waterproof telephone device, including:

[0035] The environmental data acquisition module includes a humidity sensor array, a temperature sensor array, and a gas sensor array, which are used to collect environmental humidity, temperature, and gas data in real time.

[0036] The data preprocessing and storage module is connected to the environmental data acquisition module. It is used to preprocess the acquired data and store the data by category and mark the timestamp.

[0037] The environmental analysis and protection adjustment module, connected to the data preprocessing and storage module, is used to analyze environmental data, determine environmental change trends, and adjust the protection level based on the judgment results.

[0038] The operation data management and transmission module is used to collect and store the operation data of the waterproof telephone, and transmit environmental monitoring data and operation data to an external server;

[0039] The service and assessment module connects to external servers and local systems to acquire data, generate personalized maintenance recommendations, and provide remote software updates and diagnostic services.

[0040] Preferably, the data preprocessing and storage module includes:

[0041] The humidity data processing unit is used to perform moving average filtering on the data collected by the humidity sensor.

[0042] The temperature data processing unit is used to normalize the data collected by the temperature sensor.

[0043] The gas data processing unit is used to check the validity of the data collected by the gas sensor and remove abnormal data.

[0044] Data storage units are used to store processed environmental data and timestamps by category.

[0045] Preferably, the environmental analysis and protection adjustment module includes:

[0046] The environmental trend judgment unit is used to set the judgment thresholds and normal ranges for humidity, temperature and gas concentration, and to judge whether there is a sudden increase in humidity, abnormal temperature fluctuation or excessive concentration of harmful gases based on the collected data.

[0047] The protective action execution unit, based on the judgment result of the environmental trend judgment unit, drives the corresponding protective equipment to adjust the protection level of the waterproof telephone, including controlling the operation of equipment such as sealing strips, cooling fans, heating elements, air filters, and anti-corrosion coatings.

[0048] Preferably, the operation data management and transmission module includes:

[0049] The operation data collection unit is used to collect operational data such as the usage frequency, fault records, and maintenance history of the waterproof telephone.

[0050] The data transmission unit packages environmental monitoring data and operational data and transmits them to an external server according to a specific communication protocol.

[0051] Preferably, the service and evaluation module includes:

[0052] The data acquisition unit retrieves environmental monitoring data and operational data from external servers.

[0053] The algorithm execution unit uses a life prediction algorithm to analyze and calculate the acquired data and generate equipment life prediction results.

[0054] The maintenance suggestion generation unit generates personalized maintenance suggestions based on the life prediction results and preset maintenance strategy rules, including determining the recommended time to replace specific components based on the predicted remaining life and the wear and tear of key components.

[0055] The remote service management unit is responsible for interacting with the local system of the waterproof telephone to send instructions, transmit data, and provide status feedback for remote software updates and diagnostic services, ensuring the smooth operation of remote services.

[0056] Compared with the prior art, the beneficial effects of the present invention are as follows:

[0057] 1. Environmental data is collected in real time through a multimodal sensor assembly, namely an array of humidity, temperature, and gas sensors. This data is preprocessed, stored, and timestamped by the data processing component before being analyzed by the protection and regulation component. Upon detecting a sudden increase in humidity, abnormal temperature fluctuations, or excessive concentrations of harmful gases, the protection level is dynamically adjusted, such as by expanding sealing strips, activating heat dissipation or heating devices, or filtering harmful gases. This multimodal sensor fusion system with a distributed data processing architecture achieves real-time monitoring and dynamic protection, improving the safety performance and lifespan of waterproof telephones in harsh environments.

[0058] 2. The data storage and transmission component collects operational data from the waterproof telephone and transmits it to the server along with environmental monitoring data. After acquiring the data, the lifespan assessment and service component uses the algorithm execution unit to generate prediction results using a lifespan prediction algorithm. Based on this, the maintenance suggestion generation unit provides personalized maintenance suggestions, such as determining component replacement times. The remote service management unit also supports remote software updates and diagnostics, accurately predicting equipment lifespan and ensuring communication continuity and reliability. Attached Figure Description

[0059] Figure 1 This is a flowchart of the present invention. Detailed Implementation

[0060] The following description is intended to disclose the invention and enable those skilled in the art to implement it. The preferred embodiments described below are merely examples, and other obvious variations will occur to those skilled in the art.

[0061] Reference Figure 1 As shown, an environmentally adaptable and secure waterproof telephone system includes:

[0062] A multimodal sensor assembly includes a humidity sensor, a temperature sensor, and a gas sensor. The sensors are arranged in an array in key locations inside and outside the waterproof telephone casing. The humidity sensor is used to collect ambient humidity data in real time, the temperature sensor is used to collect ambient temperature data in real time, and the gas sensor is used to collect ambient gas composition and concentration data in real time.

[0063] A data processing component, connected to a multimodal sensor component, is used to receive data collected by the sensor. The data processing component is used to preprocess the humidity, temperature and gas data collected by the sensor, store the preprocessed data according to humidity, temperature and gas category respectively, and mark the data collection timestamp.

[0064] The protection adjustment component is connected to the data processing component. The protection adjustment component is used to receive environmental data processed by the data processing component, analyze the data to judge the trend of environmental changes, and dynamically adjust the protection level of the waterproof telephone according to the judgment result if the humidity increases suddenly, the temperature fluctuates abnormally or the concentration of harmful gases exceeds the standard.

[0065] A data storage and transmission component is used to collect and store the operating data of the waterproof telephone, including usage frequency, fault records, and maintenance history, and to transmit environmental monitoring data and operating data to an external server;

[0066] The life assessment and service component connects to an external server and a local waterproof telephone system. This component is used to obtain environmental monitoring data and operational data from the server, generate personalized maintenance recommendations using life prediction algorithms, and support remote software updates and diagnostic services.

[0067] Specifically, a multimodal sensor assembly distributes humidity, temperature, and gas sensors in an array at key locations within the waterproof phone's casing and interior, enabling comprehensive real-time environmental data collection. The collected data is transmitted to a data processing component for preprocessing, categorization, storage, and timestamp marking for subsequent analysis. A protection adjustment component receives the processed data and, based on preset rules, assesses environmental trends. If a sudden increase in humidity, abnormal temperature fluctuations, or excessive levels of harmful gases occur, the protection level of the waterproof phone is adjusted promptly. A data storage and transmission component collects and stores the phone's operational data while simultaneously transmitting environmental monitoring data and operational data to an external server. A lifespan assessment and service component retrieves data from the server, uses lifespan prediction algorithms to generate personalized maintenance recommendations, and provides remote software updates and diagnostic services.

[0068] The array distribution and real-time acquisition of multimodal sensors ensure timely perception of environmental changes; the distributed data processing architecture enables efficient and accurate data processing, providing a reliable basis for protection adjustments. Dynamic adjustment of protection levels effectively copes with harsh environments and extends equipment lifespan; lifespan assessment and remote service functions ensure continuous and stable operation of the equipment and improve communication security and reliability.

[0069] A method for providing environmentally adaptable and secure waterproof telephone communication, characterized by comprising the following steps:

[0070] During the operation of the waterproof telephone, ambient humidity, temperature and gas data are collected in real time through an array of distributed humidity sensors, temperature sensors and gas sensors;

[0071] The collected humidity, temperature and gas data are preprocessed, and the processed data is stored by category and marked with a timestamp.

[0072] Analyze the processed environmental data to determine if there is a sudden increase in humidity, abnormal temperature fluctuations, or excessive concentrations of harmful gases. If so, dynamically adjust the protection level of the waterproof telephone.

[0073] Collect and store the operational data of the waterproof telephone, and transmit environmental monitoring data and operational data to an external server;

[0074] Data is retrieved from the server, and personalized maintenance recommendations are generated using lifespan prediction algorithms. Remote software updates and diagnostic services are also provided.

[0075] Specifically, during the operation of the waterproof telephone, an array of sensors collects ambient humidity, temperature, and gas data in real time. The collected data is preprocessed, categorized, and timestamped for easy analysis. Next, the processed environmental data is analyzed to check for sudden increases in humidity, abnormal temperature fluctuations, or excessive concentrations of harmful gases. If any of these are found, the protection level is dynamically adjusted accordingly. Simultaneously, the telephone's operational data is collected and stored, and transmitted along with environmental monitoring data to an external server. Finally, data is retrieved from the server, and a lifespan prediction algorithm is used to generate personalized maintenance recommendations, along with remote software updates and diagnostic services. This method enables real-time acquisition and processing of environmental data, allowing for rapid response to environmental changes, dynamic adjustment of protection, and improved equipment adaptability in harsh environments. Through lifespan prediction and remote services, equipment failures can be prevented in advance, ensuring communication continuity, reducing maintenance costs, and improving overall equipment performance.

[0076] The preprocessing of the collected data includes:

[0077] For humidity data, a moving average filtering algorithm is used to remove noise. The formula is as follows:

[0078]

[0079] in, The filtered humidity data. This is the raw humidity data. This is the length of the filtering window;

[0080] For the temperature data, normalization is performed using the following formula:

[0081]

[0082] in, The temperature data is normalized. The raw temperature data, and These represent the maximum and minimum temperatures during that period, respectively.

[0083] For gas data, check the validity of the data and remove data points that are outside the sensor's measurement range or obviously abnormal.

[0084] Specifically, for humidity data, a moving average filtering algorithm is used to remove noise interference, making the humidity data more accurate and reliable. Temperature data is normalized to ensure it falls within a uniform standard range, facilitating subsequent analysis and comparison. For gas data, the validity of the data is checked, and data points exceeding the sensor's measurement range or exhibiting obvious anomalies are removed to ensure the authenticity and usability of the gas data. The pre-processed data is more accurate and standardized, providing more reliable data support for subsequent environmental change assessments and protection level adjustments. This improves the system's accuracy in judging environmental changes, thereby optimizing protection strategies and enhancing the stability and safety of equipment in complex environments.

[0085] The determination of whether there is a sudden increase in humidity, abnormal temperature fluctuations, or excessive concentration of harmful gases includes:

[0086] Set the normal humidity range to The threshold for a sudden increase in humidity is If the current humidity > and > If so, it is determined to be a sudden increase in humidity;

[0087] The normal temperature fluctuation range is set as follows: The threshold for abnormal temperature fluctuations is ,like > ,in If the average temperature over a period of time is considered an abnormal temperature fluctuation, then it is determined to be an abnormal temperature fluctuation.

[0088] Set the safe threshold for harmful gas concentration as If the current concentration of harmful gases > If so, it is determined that the concentration of harmful gases exceeds the standard.

[0089] Specifically, normal ranges and corresponding thresholds for humidity, temperature, and harmful gas concentrations are preset. After acquiring processed environmental data, the current humidity is compared with the normal humidity range and the sudden increase threshold. If the current humidity is greater than the sudden increase threshold and exceeds the normal range, it is determined to be a sudden increase in humidity. The average temperature over a period of time is calculated, and the current temperature is compared with the average temperature, combined with the abnormal temperature fluctuation threshold. If it exceeds the threshold, it is determined to be an abnormal temperature fluctuation. The current harmful gas concentration is compared with the safety threshold. If it is greater than the safety threshold, it is determined to be an excessive harmful gas concentration.

[0090] Clear judgment criteria and methods can accurately identify environmental changes, provide accurate basis for timely adjustment of protection levels, enable equipment to adapt to environmental changes quickly, reduce damage to equipment from harsh environments, and ensure safe and stable operation of equipment.

[0091] The dynamically adjustable protection level of the waterproof telephone includes:

[0092] If the cause is determined to be a sudden increase in humidity, activate the waterproof sealing enhancement measures of the waterproof telephone casing, including driving the sealing strip to expand and fill the gaps;

[0093] If the temperature fluctuation is determined to be abnormal, when the temperature is too high, start the cooling fan and adjust its speed. The speed adjustment formula is: ,in, The adjusted fan speed. The initial rotational speed, For adjustment coefficients, The current temperature. The set upper limit of normal temperature is used. When the temperature is too low, the heating element is activated to heat the room. The heating power adjustment formula is as follows: k is a coefficient;

[0094] If the concentration of harmful gases is determined to be excessive, the air filtration device will be activated to filter out the harmful gases and enhance the protective effect of the anti-corrosion coating on the outer casing.

[0095] Specifically, when a sudden increase in humidity is detected, the waterproof sealing enhancement measures of the waterproof telephone casing are activated, driving the sealing strip to expand and fill gaps, thereby enhancing waterproof performance. When there are abnormal temperature fluctuations, if the temperature is too high, the cooling fan is activated and its speed adjusted to lower the temperature; if the temperature is too low, the heating element is activated to heat the device. When the concentration of harmful gases exceeds the standard, the air filter is activated to filter harmful gases, and the anti-corrosion coating of the casing is enhanced. By taking targeted protective measures according to different environmental changes, the equipment is effectively resisted from the corrosive effects of harsh environments, significantly improving its protective capabilities in harsh environments, extending its service life, and ensuring that communication functions are not excessively interfered with by environmental factors.

[0096] An environmentally adaptable and secure waterproof telephone device, characterized in that it comprises:

[0097] The environmental data acquisition module includes a humidity sensor array, a temperature sensor array, and a gas sensor array, which are used to collect environmental humidity, temperature, and gas data in real time.

[0098] The data preprocessing and storage module is connected to the environmental data acquisition module. It is used to preprocess the acquired data and store the data by category and mark the timestamp.

[0099] The environmental analysis and protection adjustment module, connected to the data preprocessing and storage module, is used to analyze environmental data, determine environmental change trends, and adjust the protection level based on the judgment results.

[0100] The operation data management and transmission module is used to collect and store the operation data of the waterproof telephone, and transmit environmental monitoring data and operation data to an external server;

[0101] The service and assessment module connects to external servers and local systems to acquire data, generate personalized maintenance recommendations, and provide remote software updates and diagnostic services.

[0102] Specifically, the environmental data acquisition module uses humidity, temperature, and gas sensor arrays to collect environmental data in real time. The data preprocessing and storage module receives the collected data, preprocesses it, categorizes and stores it, and timestamps it. The environmental analysis and protection adjustment module acquires the processed data, determines environmental change trends, and controls corresponding protective equipment to adjust protection levels based on the results. The operational data management and transmission module collects and stores equipment operational data and transmits it along with environmental monitoring data to an external server. The service and evaluation module retrieves data from the server, performs lifespan prediction, generates maintenance recommendations, and provides remote software updates and diagnostic services.

[0103] The various modules of the device have clear division of labor and work together to achieve the integration of environmental data acquisition, processing, analysis, protection adjustment, and equipment management and maintenance. This improves the equipment's adaptability to harsh environments, ensures stable operation, and enhances the reliability and security of communication.

[0104] The data preprocessing and storage module includes:

[0105] The humidity data processing unit is used to perform moving average filtering on the data collected by the humidity sensor.

[0106] The temperature data processing unit is used to normalize the data collected by the temperature sensor.

[0107] The gas data processing unit is used to check the validity of the data collected by the gas sensor and remove abnormal data.

[0108] Data storage units are used to store processed environmental data and timestamps by category.

[0109] Specifically, the humidity data processing unit performs a moving average filter on the data collected by the humidity sensor to remove noise. The temperature data processing unit normalizes the temperature data to ensure it conforms to a uniform standard. The gas data processing unit checks the validity of the gas data and removes abnormal data. The data storage unit stores the processed environmental data by category and marks it with a timestamp for easy retrieval and use later.

[0110] By processing and storing different types of environmental data in a targeted and orderly manner, a high-quality data foundation is provided for environmental analysis and protection regulation, which helps to improve the accuracy of system decision-making and ensure the stability of equipment protection and operation.

[0111] The environmental analysis and protection adjustment module includes:

[0112] The environmental trend judgment unit is used to set the judgment thresholds and normal ranges for humidity, temperature and gas concentration, and to judge whether there is a sudden increase in humidity, abnormal temperature fluctuation or excessive concentration of harmful gases based on the collected data.

[0113] The protective action execution unit, based on the judgment result of the environmental trend judgment unit, drives the corresponding protective equipment to adjust the protection level of the waterproof telephone, including controlling the operation of equipment such as sealing strips, cooling fans, heating elements, air filters, and anti-corrosion coatings.

[0114] Specifically, the environmental trend judgment unit sets judgment thresholds and normal ranges for humidity, temperature, and gas concentration, and determines whether any abnormalities exist based on the collected data. The protective action execution unit, based on the results of the environmental trend judgment unit, drives the operation of equipment such as sealing strips, cooling fans, heating elements, air filters, and anti-corrosion coatings, adjusting the protection level of the waterproof telephone. This achieves intelligent analysis and rapid response to environmental changes. Through accurate judgment and timely protective adjustments, it effectively protects the equipment from harsh environmental conditions, enhances the equipment's protective performance and stability, and ensures the normal operation of communication equipment.

[0115] The operational data management and transmission module includes:

[0116] The operation data collection unit is used to collect operational data such as the usage frequency, fault records, and maintenance history of the waterproof telephone.

[0117] The data transmission unit packages environmental monitoring data and operational data and transmits them to an external server according to a specific communication protocol.

[0118] Specifically, the operational data collection unit is responsible for collecting operational data such as the usage frequency, fault records, and maintenance history of the waterproof telephones. The data transmission unit packages the environmental monitoring data and the collected operational data, and transmits them to an external server according to a specific communication protocol, realizing remote data transmission and storage.

[0119] Comprehensive collection and transmission of equipment operation data provides rich data support for remote equipment management, life assessment, and fault analysis, helping to identify potential equipment problems in a timely manner and optimize equipment maintenance strategies.

[0120] The service and evaluation module includes:

[0121] The data acquisition unit retrieves environmental monitoring data and operational data from external servers.

[0122] The algorithm execution unit uses a life prediction algorithm to analyze and calculate the acquired data and generate equipment life prediction results.

[0123] The maintenance suggestion generation unit generates personalized maintenance suggestions based on the life prediction results and preset maintenance strategy rules, including determining the recommended time to replace specific components based on the predicted remaining life and the wear and tear of key components.

[0124] The remote service management unit is responsible for interacting with the local system of the waterproof telephone to send instructions, transmit data, and provide status feedback for remote software updates and diagnostic services, ensuring the smooth operation of remote services.

[0125] Specifically, the data acquisition unit obtains environmental monitoring data and operational data from an external server. The algorithm execution unit uses a lifespan prediction algorithm to analyze and calculate the acquired data, deriving equipment lifespan prediction results. The maintenance suggestion generation unit generates personalized maintenance suggestions based on the lifespan prediction results and preset maintenance strategy rules. The remote service management unit is responsible for interacting with the waterproof telephone's local system, sending remote software update commands, transmitting diagnostic data, and providing status feedback to ensure smooth remote service operation.

[0126] It enables accurate prediction of equipment lifespan and personalized maintenance, timely repair of equipment problems through remote software updates and diagnostic services, improves equipment performance, ensures communication continuity and reliability, reduces equipment failure rate, and enhances user experience.

[0127] The foregoing has shown and described the basic principles, main features, and advantages of the present invention. Those skilled in the art should understand that the present invention is not limited to the above embodiments. The embodiments and descriptions in the specification are merely principles of the invention. Various changes and modifications can be made to the invention without departing from its spirit and scope, and all such changes and modifications fall within the scope of the claimed invention.

Claims

1. An environmentally adaptive and secure communication waterproof telephone system, characterized by, The system includes: A multimodal sensor assembly includes a humidity sensor, a temperature sensor, and a gas sensor. The sensors are arranged in an array in key locations inside and outside the waterproof telephone casing. The humidity sensor is used to collect ambient humidity data in real time, the temperature sensor is used to collect ambient temperature data in real time, and the gas sensor is used to collect ambient gas composition and concentration data in real time. A data processing component, connected to a multimodal sensor component, is used to receive data collected by the sensor. The data processing component is used to preprocess the humidity, temperature and gas data collected by the sensor, store the preprocessed data according to humidity, temperature and gas category respectively, and mark the data collection timestamp. The protection adjustment component is connected to the data processing component. The protection adjustment component is used to receive environmental data processed by the data processing component, analyze the data to judge the trend of environmental changes, and dynamically adjust the protection level of the waterproof telephone according to the judgment result if the humidity increases suddenly, the temperature fluctuates abnormally or the concentration of harmful gases exceeds the standard. A data storage and transmission component is used to collect and store the operating data of the waterproof telephone, including usage frequency, fault records, and maintenance history, and to transmit environmental monitoring data and operating data to an external server; The life assessment and service component connects to an external server and a local waterproof telephone system. This component is used to obtain environmental monitoring data and operational data from the server, generate personalized maintenance recommendations using life prediction algorithms, and support remote software updates and diagnostic services.

2. A method of environmental adaptation and secure communication waterproof telephony characterized by, Includes the following steps: During the operation of the waterproof telephone, ambient humidity, temperature and gas data are collected in real time through an array of distributed humidity sensors, temperature sensors and gas sensors; The collected humidity, temperature and gas data are preprocessed, and the processed data is stored by category and marked with a timestamp. Analyze the processed environmental data to determine if there is a sudden increase in humidity, abnormal temperature fluctuations, or excessive concentrations of harmful gases. If so, dynamically adjust the protection level of the waterproof telephone. Collect and store the operational data of the waterproof telephone, and transmit environmental monitoring data and operational data to an external server; Data is retrieved from the server, and personalized maintenance recommendations are generated using lifespan prediction algorithms. Remote software updates and diagnostic services are also provided.

3. The environmentally adapted and safety communication waterproof phone method of claim 2, wherein, The preprocessing of the collected data includes: For humidity data, a moving average filtering algorithm is used to remove noise. The formula is as follows: wherein, is the filtered humidity data, is the raw humidity data, is the filter window length; For the temperature data, normalization is performed using the following formula: wherein, is the normalized temperature data, is the raw temperature data, and are the maximum and minimum values of the temperature over the time period, respectively. For gas data, check the validity of the data and remove data points that are outside the sensor's measurement range or obviously abnormal.

4. The environmentally adaptive and secure communication waterproof phone method of claim 2, wherein, The determination of whether there is a sudden increase in humidity, abnormal temperature fluctuations, or excessive concentration of harmful gases includes: The normal range of humidity is set as , the threshold of humidity sudden increase is set as , if the current humidity > and > , it is determined that the humidity suddenly increases. The normal temperature fluctuation range is set as follows: The threshold for abnormal temperature fluctuations is ,like > ,in If the average temperature over a period of time is considered an abnormal temperature fluctuation, then it is determined to be an abnormal temperature fluctuation. Set the safe threshold for harmful gas concentration as If the current concentration of harmful gases > If so, it is determined that the concentration of harmful gases exceeds the standard.

5. The environmentally adaptable and secure waterproof telephone method according to claim 2, characterized in that, The dynamically adjustable protection level of the waterproof telephone includes: If the cause is determined to be a sudden increase in humidity, activate the waterproof sealing enhancement measures of the waterproof telephone casing, including driving the sealing strip to expand and fill the gaps; If the temperature fluctuation is determined to be abnormal, when the temperature is too high, start the cooling fan and adjust its speed. The speed adjustment formula is: ,in, The adjusted fan speed. The initial rotational speed, For adjustment coefficients, The current temperature. The set upper limit of normal temperature is used. When the temperature is too low, the heating element is activated to heat the room. The heating power adjustment formula is as follows: k is a coefficient; If the concentration of harmful gases is determined to be excessive, the air filtration device will be activated to filter out the harmful gases and enhance the protective effect of the anti-corrosion coating on the outer casing.

6. An environmentally adaptable and secure waterproof telephone device, characterized in that, include: The environmental data acquisition module includes a humidity sensor array, a temperature sensor array, and a gas sensor array, which are used to collect environmental humidity, temperature, and gas data in real time. The data preprocessing and storage module is connected to the environmental data acquisition module. It is used to preprocess the acquired data and store the data by category and mark the timestamp. The environmental analysis and protection adjustment module, connected to the data preprocessing and storage module, is used to analyze environmental data, determine environmental change trends, and adjust the protection level based on the judgment results. The operation data management and transmission module is used to collect and store the operation data of the waterproof telephone, and transmit environmental monitoring data and operation data to an external server; The service and assessment module connects to external servers and local systems to acquire data, generate personalized maintenance recommendations, and provide remote software updates and diagnostic services.

7. The environmentally adaptable and secure waterproof telephone device according to claim 6, characterized in that, The data preprocessing and storage module includes: The humidity data processing unit is used to perform moving average filtering on the data collected by the humidity sensor. The temperature data processing unit is used to normalize the data collected by the temperature sensor. The gas data processing unit is used to check the validity of the data collected by the gas sensor and remove abnormal data. Data storage units are used to store processed environmental data and timestamps by category.

8. The environmentally adaptable and secure waterproof telephone device according to claim 6, characterized in that, The environmental analysis and protection adjustment module includes: The environmental trend judgment unit is used to set the judgment thresholds and normal ranges for humidity, temperature and gas concentration, and to judge whether there is a sudden increase in humidity, abnormal temperature fluctuation or excessive concentration of harmful gases based on the collected data. The protective action execution unit, based on the judgment result of the environmental trend judgment unit, drives the corresponding protective equipment to adjust the protection level of the waterproof telephone, including controlling the operation of equipment such as sealing strips, cooling fans, heating elements, air filters, and anti-corrosion coatings.

9. The environmentally adaptable and secure waterproof telephone device according to claim 6, characterized in that, The operational data management and transmission module includes: The operation data collection unit is used to collect operational data such as the usage frequency, fault records, and maintenance history of the waterproof telephone. The data transmission unit packages environmental monitoring data and operational data and transmits them to an external server according to a specific communication protocol.

10. The environmentally adaptable and secure waterproof telephone device according to claim 6, characterized in that, The service and evaluation module includes: The data acquisition unit retrieves environmental monitoring data and operational data from external servers. The algorithm execution unit uses a life prediction algorithm to analyze and calculate the acquired data and generate equipment life prediction results. The maintenance suggestion generation unit generates personalized maintenance suggestions based on the life prediction results and preset maintenance strategy rules, including determining the recommended time to replace specific components based on the predicted remaining life and the wear and tear of key components. The remote service management unit is responsible for interacting with the local system of the waterproof telephone to send instructions, transmit data, and provide status feedback for remote software updates and diagnostic services, ensuring the smooth operation of remote services.

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