A system that coordinates infrastructure projects using blockchain and artificial intelligence technologies.

Abstract

This invention relates to a system (1) that enables the minimization of damage and service interruptions caused by communication deficiencies in infrastructure works of official and private institutions by using blockchain and artificial intelligence technologies.

Description

1 TARIFF INFRASTRUCTURE WITH BLOCKCHAIN ​​AND ARTIFICIAL INTELLIGENCE TECHNOLOGIES A system that ensures the coordination of their work. Technical Area 5 This invention addresses communication problems encountered in infrastructure projects by both public and private institutions. Blockchain and artificial intelligence can compensate for damages and service disruptions caused by deficiencies. with a system that minimizes it through the use of intelligence technologies It is related. 10 Previous Technique Today, with fiber optic distributed acoustic sensing (DAS) technology, urban environments Studies on the detection and classification of excavation violations in infrastructure services 15 It exists. However, ensuring communication and increasing data security. There are shortcomings in this regard. Therefore, considering the studies and shortcomings in the current technique... When taken into consideration, the 20% of infrastructure projects undertaken by official and private institutions Blockchain technology can mitigate damage and service disruptions caused by communication breakdowns. a system that minimizes this through the use of artificial intelligence technologies It is understood that the system is needed. Chinese patent no. CN114169666A, which is included in the prior art, 25 the document describes a blockchain data system and a central processing module. Blockchain smart contract-based energy data analysis and resource planning. The system in question is being discussed. This invention is a blockchain data system. data layer, a network layer, a consensus layer, an alerting layer, a It is established by a contract layer and an application layer, and the network 30 layer a distributed network mechanism, a data propagation mechanism and a 2 It is characterized by including a data verification mechanism. Consensus layer, various consensus of network nodes of the central processing module It encapsulates algorithms, the contract layer, and various central processing modules. It encapsulates scripts, algorithms, and smart contracts, and the blockchain It is the basis of its programmable features and the application layer, 5 of the blockchain It encapsulates various application scenarios and situations, and the blockchain It is used to provide programmable features. Central processing module, In a blockchain data system, there is a data layer and a resource planning process. It consists of modules. Energy data analysis based on blockchain smart contracts and According to the resource planning system, simply establishing a data analysis planning network can yield 10 not only that, but data source planning also takes place during preprocessing. It also increases security. Brief Description of the Invention The aim of this invention is to address the problems encountered in infrastructure projects by both public and private institutions. Blockchain technology can mitigate damage and service disruptions caused by communication breakdowns. minimizing it through the use of artificial intelligence technologies The goal is to implement a system developed for this purpose. Another aim of this invention is to provide user-friendly web and mobile interfaces. manual entry of work details, quick data entry in emergency situations. the possibility of providing GPS (Global Positioning System) (The system) automatically obtains location information so that users 25 It is about implementing a developed system. Another objective of this invention is to integrate application programming interfaces, thanks to its easy compatibility with existing systems of state and private institutions. 30 It is about implementing a system developed to provide this. 3 Another aim of this invention is to ensure the security of all data entries using blockchain technology. and that it is recorded in an unalterable way, ensuring transparency of processes and data a system developed to ensure its integrity to accomplish. 5 Another purpose of this invention is to enable smart contracts to act when certain conditions are met. automatic notification to relevant parties, thus enabling processes developed to enable automation and increase efficiency It is about creating a system. 10 Detailed Description of the Invention The "Blockchain and Artificial Intelligence" project was carried out to achieve the purpose of this invention. "A System That Ensures the Coordination of Technologies and Infrastructure Works" 15 This is shown in the attached figure; Figure 1 shows a schematic view of the system that is the subject of the invention. The parts shown in the figure are individually numbered, and these numbers correspond to 20. The corresponding answers are given below. 1. System 2. Interface 3. Server 25 4. Blockchain Network 5. Processor A. Electronic Devices B. Application Programming Interface C. External Server 30 4 Communication deficiencies experienced in infrastructure projects of official and private institutions Blockchain and artificial intelligence can mitigate the resulting damage and service disruptions. to ensure that it is minimized by using technologies The developed invention subject system (1); - To be carried out on electronic device (A), date, time, planned work 5 The study details include the duration, affected areas, and coordinates. Data such as “kmz” files, “netcad” files, and address information. to enable input, automatically logging location information using GPS to obtain and request other necessary information from the user, in case of emergency or the reason for the unplanned work, its estimated duration and impact 10 Entering information about possible locations and uploading photos and videos. structured to provide a description of the field situation with the support of at least one interface (2), - using any communication protocol with electronic device (A) to establish a connection and through this connection electronic device (A) 15 to communicate with the interface (2) that is run on the interface (2) Accessing data, application programming interface (B) integration By providing this data and planned work information, the government can automatically... and to share with external servers (C) in the form of private institutions at least one configured server (3), 20 - all data accessed via interface (2), server (3) and external servers (C) keeping a record of the entries and protecting each record with a "hash", to ensure the integrity and security of the data, the records on it not to be modified and only by authorized users at least one blockchain network configured to enable its display 25 (4), - run on electronic device (A), entered via interface (2) data analysis algorithms on data, on large datasets Deep learning that makes predictions with high accuracy through training to run algorithms and natural language processing algorithms, geographical and 30 Creating meaningful results by running convolutional neural networks on map data. extracting features from users using natural language processing techniques text-based data entries and notifications entered on the interface (2) to process, thus extracting meaningful information from text data and To enable the automatic generation of notifications to relevant parties, 5 Meaning of notifications entered by users on the interface (2) By analyzing this information, we share it with relevant parties via email, SMS, and within the platform. To automatically send alerts and create smart contracts. It includes at least one processor (5) configured for this purpose. The interface (2) in the system (1) which is the subject of the invention, is on the electronic device (A) 10 It is structured to be executed. Interface (2), date, time, planned work The study details, including duration, affected areas, and coordinates, are indicated in "kmz". files, "netcad" files, data entry in the form of address information It is configured to provide the interface (2), GPS (Global Positioning Using the Global Positioning System, location information is automatically obtained. to obtain this information and request other necessary information from the user. It is structured. The interface (2) is designed for emergency situations or unplanned work. information about the cause, estimated duration, and areas likely to be affected access and support for uploading photos and videos, and field status. It is structured to enable its description. 20 In the system in question (1), the server (3) is located in the known state of the art. the field connects to electronic device (A) using any communication protocol to establish and run on electronic device (A) through this established connection It is configured to communicate with the interface (2) and processor (5). Server 25 (3), accessing data on the interface (2), application programming interface (B) By enabling integration, this data and planned work information can be automatically processed. to share with external servers (C) in the form of state and private institutions It is being structured. 6 The invention consists of the blockchain network (4), interface (2), server (3) and (1) in the system in question. To keep a record of all data entries accessed via external servers (C) and each Protecting a record with a "hash" ensures data integrity and security. It is structured in such a way that the records on the blockchain network (4) not to be modified and only by authorized users 5 It is configured to enable display. The processor (5) in the system (1) which is the subject of the invention, on the electronic device (A) It is configured to be executed. The processor (5) is accessed via the interface (2). training data analysis algorithms on large datasets 10 deep learning algorithms and natural methods that make predictions with high accuracy. It is configured to run language processing algorithms. The processor (5), Creating meaningful results by running convolutional neural networks on geographic and map data. It is configured to extract features. The processor (5) is natural language processing Text-based data entered by users onto the interface (2) using techniques 15 to process inputs and notifications, so that meaningful information can be extracted from text data. removal and automatic generation of notifications to relevant parties It is configured to provide the processor (5), interface by users. (2) By analyzing the meaning of the notifications entered, this information is sent to the relevant parties. email, SMS (Short Message Service), in-platform alerts 20 It is configured to transmit automatically in this way. The processor (5), natural language using processing techniques entered by users into the interface (2) to check the grammar and semantic accuracy of the texts It is configured. The processor (5) will be working at a specific coordinate. When notified, it automatically sends notifications to the relevant parties, under certain conditions 25 Smart contracts are digital agreements that automatically take effect when the terms are met. It is structured to create contracts. Industrial application of the invention 7 In the system that is the subject of the invention (1) the analysis of infrastructure works and the relevant companies The system ensures that the entered coordinates and other data are reported to an algorithm. is being analyzed by [the relevant authority], and as a result of this analysis, at the specified coordinates Companies with the necessary infrastructure are being identified and notified. Detailed email notifications are being sent to companies whose infrastructure will be affected, urgent 5 SMS notifications are used to provide rapid information flow in these situations. Users receive instant notifications in the control panel on the platform. This allows communication to be obtained during infrastructure works. By addressing the shortcomings, potential damages and service interruptions are minimized. is being done, reliable, 10 through the effective use of blockchain and artificial intelligence technologies. Ensuring that all processes are transparent and smooth by providing fast and accurate information flow. is provided. Around these fundamental concepts, the meeting's theme is "Blockchain and Artificial Intelligence". A system that coordinates technologies and infrastructure projects. It is possible to develop a wide variety of applications related to (1)”, and the invention is herein 15 It cannot be limited to the examples given; it is essentially as stated in the claims.

Claims

8 REQUESTS 1. Communication issues encountered during infrastructure projects by official and private institutions. Blockchain and the damage and service disruptions caused by their shortcomings minimizing it through the use of artificial intelligence technologies 5 developed for this purpose; - to be carried out on electronic device (A), date, time, planned work The study details include the duration, affected areas, and coordinates. Data such as “kmz” files, “netcad” files, and address information. to enable entry, automatically uses GPS to get location information 10 to obtain and request other necessary information from the user, in case of emergency or the reason for the unplanned work, its estimated duration and impact Entering information about possible locations and uploading photos and videos. structured to provide a description of the field situation with the support of at least one interface (2), 15 - using any communication protocol with electronic device (A) to establish a connection and through this established connection electronic device (A) to communicate with the interface (2) that is run on the interface (2) Accessing data, application programming interface (B) integration By providing this data and planned work information, the state automatically 20 and to share with external servers (C) in the form of private institutions at least one configured server (3), - all data accessed via interface (2), server (3) and external servers (C) keeping a record of the entries and protecting each record with a "hash", to ensure the integrity and security of the data, the records on it 25 not to be modified and only by authorized users at least one blockchain network configured to enable viewing (4) including and; - run on electronic device (A), entered via interface (2) 30 data analysis algorithms on data, on large datasets Deep learning that makes predictions with high accuracy through training 9 running algorithms and natural language processing algorithms, geographical and Creating meaningful results by running convolutional neural networks on map data. extracting features from users using natural language processing techniques text-based data entries and notifications entered on the interface (2) to process, thus extracting meaningful information from text data and 5 To enable the automatic generation of notifications to relevant parties, meaning of notifications entered by users on the interface (2) By analyzing this information, we share it with relevant parties via email, SMS, and within the platform. To automatically send alerts and create smart contracts. a system characterized by having at least one processor (5) configured to 10 (1).

2. Interface configured to be run on electronic device (A) (2) a system like the one in Claim 1 characterized by (1).

3. Date, time, planned work duration, and affected areas. work details and coordinates, “kmz” files, “netcad” files, to enable the entry of data in the form of address information as in Claim 1 or 2 characterized by the configured interface (2) a system (1). 20 4. Automatically obtain location information using GPS and other necessary data. with the interface (2) configured to request information from the user A system like the one described in Claim 3 (1).

5. The cause of the emergency or unplanned work, its estimated duration, and Please enter information about potentially affected areas and provide photos and to enable description of field conditions with video upload support from the above requests characterized by the structured interface (2) a system like any other (1). 30 6. Using any communication protocol, connect to electronic device (A) to establish a connection and through this established connection electronic device (A) to communicate with the interface (2) and processor (5) that is being run on it 5 of the above requests characterized by the configured server (3). a system like any other (1).

7. Accessing data on the interface (2), application programming interface (B) by providing integration of this data and planned work information automatically with external servers in the form of state and private institutions (C) 10 characterized by the server (3) configured for sharing a system like any of the above requests (1).

8. All data accessed via the interface (2), server (3) and external servers (C) keeping a record of the entries and protecting each record with a "hash", 15 a block structured to ensure data integrity and security any of the above claims characterized by a chain network (4) a system like one of them (1).

9. The records on it must not be altered and must only be used by authorized persons. 20 a block configured to be viewed by users any of the above claims characterized by a chain network (4) a system like one of them (1).

10. Processor (5) configured to run on electronic device (A) 25 as in any of the above claims characterized by system (1).

11. Data analysis algorithms on the data entered via the interface (2), By training on large datasets, predictions can be made with high accuracy. 30 11 deep learning algorithms and natural language processing algorithms that do this characterized by the processor (5) configured to run a system like any of the above requests (1).

12. Running convolutional neural networks on geographic and map data 5 characterized by the processor (5) which is structured to extract meaningful features. a system like any of the above-mentioned requests (1).

13. Users' interface (2) on natural language processing techniques to process the entered text-based data entries and declarations, so that the text 10 extracting meaningful information from the data and notifying relevant parties. processor configured to enable automatic generation (5) as in any of the above claims characterized by system (1).

14. The meaning of notifications entered by users on the interface (2) By analyzing this information, we share it with relevant parties via email, SMS, and within the platform. processor configured to automatically transmit in the form of warnings (5) as in any of the above claims characterized by system (1). 20 15. User interface by using natural language processing techniques (2) Checking the grammar and semantic accuracy of the entered texts. The above is characterized by the processor (5) which is configured to do so. a system like any of the requests (1). 25 16. When it is reported that work will be carried out at a specific coordinate, automatically sends notifications to relevant parties automatically when certain conditions are met. creating smart contracts, which are digital agreements that come into effect. 12 The above is characterized by the processor (5) which is configured to do so. a system like any of the requests (1). 10 20 30

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