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CN-122001927-A - Virtual-real linkage system of metauniverse museum based on entity dynamic state

CN122001927ACN 122001927 ACN122001927 ACN 122001927ACN-122001927-A

Abstract

The invention discloses a virtual-real linkage system of a meta-universe museum based on an entity dynamic state, and relates to the technical field of cultural relic protection. The system comprises a multi-mode acquisition module, a cross-stadium dynamic collaborative module, an entity dynamic prediction early warning module, a bidirectional linkage rendering module and a bidirectional linkage rendering module, wherein the multi-mode acquisition module integrates cultural relics, equipment states and multi-dimensional dynamic data of entities and virtual users, the cross-stadium dynamic collaborative module builds a cloud platform, the entity dynamic prediction early warning module trains an LSTM fusion prediction model fused with collaborative interaction information based on cross-stadium shared data, outputs cultural relics risks and user flow trends, triggers hierarchical early warning and generates a dynamic emergency treatment scheme, and the bidirectional linkage rendering module realizes virtual-real bidirectional self-adaptive linkage. The system forms a closed loop with data sharing, accurate prediction, guide coordination and feedback optimization, and solves the problems of single data coverage, insufficient prediction accuracy, unidirectional linkage and low emergency efficiency of cross-museum coordination and cultural relic safety protection in the prior art.

Inventors

  • LU WEIPING
  • ZHANG JINGZHAI
  • QI JUAN

Assignees

  • 徐州工业职业技术学院

Dates

Publication Date
20260508
Application Date
20260113

Claims (8)

  1. 1. The virtual-real linkage system of the meta-universe museum based on the entity dynamic state is characterized by comprising a cross-museum dynamic coordination module, an entity dynamic prediction and early warning module, a multi-mode acquisition module and a bidirectional linkage rendering module; setting up a cross-museum dynamic data sharing cloud platform, butting sensors and acquisition equipment of a plurality of participating museums, realizing real-time aggregation and sharing of cross-museum cultural relics, equipment dynamics and user dynamics, marking risk weights for shared data, and transmitting the shared data according to priority; The entity dynamic prediction early warning module trains an LSTM fusion prediction model based on the history and real-time data shared by the cross-museum dynamic collaboration module, inputs cross-museum collaborative interaction data to output cultural relic risk trend and user flow congestion trend, triggers corresponding grade early warning and generates an emergency treatment scheme; the multi-mode acquisition module acquires entity-end multi-dimensional dynamic data and transmits the data to the cross-stadium dynamic coordination module; the bidirectional linkage rendering module is used for realizing virtual-real bidirectional linkage based on the result of the entity dynamic prediction early warning module and the shared data of the cross-stadium dynamic collaboration module; And the cross-stadium dynamic coordination module is used for receiving an early warning signal and an emergency treatment scheme of the entity dynamic prediction early warning module, starting directional cross-space coordination and multi-level cross-space coordination treatment, and forming a closed loop of data sharing-accurate prediction-guiding coordination-feedback optimization.
  2. 2. The virtual-real linkage system of the meta-space museum based on the entity dynamic state of claim 1, wherein the cross-museum dynamic collaboration module comprises a data access sub-module, a data synchronization sub-module, a collaboration interaction sub-module and an emergency collaboration sub-module, wherein the data access sub-module is provided with a standardized interface, is used for interfacing with a cultural relic environment sensor, a device running sensor and user behavior acquisition equipment of each participating museum, and the data synchronization sub-module adopts a timestamp synchronization algorithm to unify the data format of each participating museum and realize real-time data synchronization.
  3. 3. The virtual-real linkage system of the meta-space museum based on the entity dynamic state of claim 2, wherein the collaborative interaction submodule comprises a right management unit, a user guiding unit and a data pushing unit, wherein the right management unit distributes differentiated data viewing and interaction rights for users with different roles, and the data pushing unit preferentially pushes dynamic data of high-risk cultural relics to related modules and users according to risk weights marked by the entity dynamic prediction early warning module.
  4. 4. The virtual-real linkage system of the metamuseum based on the entity dynamic state of claim 1, wherein the entity dynamic prediction early-warning module comprises a model training sub-module, a trend prediction sub-module, an early-warning triggering sub-module and a scheme generating sub-module, and the model training sub-module trains an LSTM fusion prediction model integrated with the cross-museum collaborative interaction data based on the historical dynamic data and the real-time data shared by the cross-museum dynamic collaborative module.
  5. 5. The meta-space museum virtual-real linkage system based on the entity dynamic state of claim 4, wherein the trend prediction sub-module receives cross-museum dynamic data shared by the cross-museum dynamic collaboration module in real time, outputs cultural relic risk trend and user traffic congestion trend through the LSTM fusion prediction model, and the early warning triggering sub-module presets risk thresholds of different types of cultural relics and triggers corresponding grade early warning according to the trend prediction result.
  6. 6. The virtual-real linkage system of the metaspace museum based on the entity dynamic state of claim 1, wherein the multi-mode acquisition module comprises an cultural relic state acquisition sub-module, an equipment state acquisition sub-module and a user state acquisition sub-module, wherein the cultural relic state acquisition sub-module is used for deploying a temperature and humidity sensor and a micro-vibration sensor to acquire the environment where the cultural relic is located and self state data, and the user state acquisition sub-module is used for acquiring dynamic data of entity users and virtual users through a camera and an interaction log module.
  7. 7. The virtual-real linkage system of the metamuseum based on the entity dynamic state of claim 1, wherein the bidirectional linkage rendering module comprises a virtual end rendering sub-module and an entity end control sub-module, the virtual end rendering sub-module adaptively adjusts virtual exhibition scenes and interaction logics according to shared data of the cross-museum dynamic cooperative module and results of the entity dynamic prediction early warning module, and the entity end control sub-module controls actions of entity museum equipment according to virtual end user operation and early warning treatment schemes.
  8. 8. The meta-space museum virtual-real linkage system based on the entity dynamic state of claim 5, wherein the scheme generation submodule generates a cross-hall emergency treatment scheme according to the early warning level of the early warning triggering submodule and the cross-hall resource information shared by the cross-hall dynamic collaboration module, and the emergency collaboration submodule of the cross-hall dynamic collaboration module builds a virtual emergency command room and connects with the cross-hall resource to conduct collaborative treatment based on the emergency treatment scheme.

Description

Virtual-real linkage system of metauniverse museum based on entity dynamic state Technical Field The invention relates to the technical field of cultural relic protection, in particular to a virtual-real linkage system of a meta-universe museum based on a physical dynamic state. Background With the rapid development of the metauniverse technology and the upgrading of the culture propagation demand, the museums are not limited to a single-museum independent operation mode, and multi-museum combined holding of metauniverse special exhibition has become an important trend of integrating high-quality culture resources and improving culture propagation coverage. At present, the related technology can realize basic virtual exhibition hall construction, physical exhibit digital reproduction and cross-stadium data preliminary sharing, and the space limitation of the traditional exhibition is broken through by means of XR immersion technology, digital twin modeling and the like, so that users in different places can participate in the exhibition synchronously, and the utilization efficiency of cultural resources is improved to a certain extent. However, the prior art has obvious limitation in the practical application of multi-museum combined exhibition, and the core technical problem is concentrated on cross-museum collaboration and cleavage of cultural relic safety protection, namely cross-museum data sharing only stays on an indiscriminate transmission level, and the dynamic data of high-risk cultural relics cannot be responded preferentially without combining the cultural relic safety priority for differentiation processing; meanwhile, cross-space user cooperation focuses entertainment interaction only, a linkage mechanism for risk guidance is lacking, cross-space resources cannot be integrated rapidly when a cultural relic faces safety risks, user behaviors are guided, and finally the dilemma that multi-library joint exhibition cross-space cooperation experience and cultural relic safety protection are difficult to be compatible is caused. In view of this, the present application has been made. Disclosure of Invention The invention aims to provide a virtual-real linkage system of a metauniverse museum based on a physical dynamic state, so as to solve the problems in the background technology. The system comprises a cross-museum dynamic coordination module, an entity dynamic prediction early warning module, a multi-mode acquisition module and a bidirectional linkage rendering module, wherein the cross-museum dynamic coordination module is used for constructing a cross-museum dynamic data sharing cloud platform, interfacing sensors and acquisition equipment of a plurality of participating libraries to realize real-time aggregation and sharing of cross-museum cultural relics dynamic, equipment dynamic and user dynamic, labeling risk weights for shared data and transmitting the shared data according to priority, the entity dynamic prediction early warning module is used for inputting cross-museum cooperative interaction data to output cultural relics risk trend and user flow congestion trend based on history shared by the cross-museum dynamic coordination module and real-time data training LSTM fusion prediction model, triggering corresponding grade early warning and generating an emergency linkage scheme, the multi-mode acquisition module is used for acquiring entity-side multi-dimensional dynamic data and transmitting the multi-museum dynamic data to the cross-museum dynamic module, the bidirectional linkage rendering module is used for realizing the real-museum dynamic coordination, receiving the real-museum dynamic coordination pre warning signal and the shared data based on the results of the entity dynamic prediction early warning module and the shared by the cross-museum dynamic coordination module, and implementing the cross-museum dynamic coordination system by the cross-museum dynamic coordination module, and the cross-museum dynamic coordination system is used for realizing the real-museum dynamic coordination of the real-state, and the cross-museum dynamic coordination system is used for realizing the real-museum dynamic coordination, and the real-museum dynamic coordination and the real-state cooperative control system. The cross-museum dynamic collaboration module comprises a data access sub-module, a data synchronization sub-module, a collaboration interaction sub-module and an emergency collaboration sub-module, wherein the data access sub-module is provided with a standardized interface for butting cultural relic environment sensors, equipment operation sensors and user behavior acquisition equipment of each participating museum, the data synchronization sub-module adopts a timestamp synchronization algorithm to unify data formats of each participating museum and realize real-time data synchronization, compatibility and synchronism of cross-museum data access are guaranteed, a high-quality data bas