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51 results about "Crowd simulation" patented technology

Crowd simulation is the process of simulating the movement (or dynamics) of a large number of entities or characters. It is commonly used to create virtual scenes for visual media like films and video games, and is also used in crisis training, architecture and urban planning, and evacuation simulation.

Underground emergency evacuation virtual crowd simulation method based on multiple intelligent agents

The invention provides an underground emergency evacuation virtual crowd simulation method based on multiple intelligent agents. A virtual mine emergency evacuation crowd simulation frame is built by using the underground emergency evacuation virtual crowd simulation method based on the multiple intelligent agents. The virtual mine emergency evacuation crowd simulation frame is mainly composed of five portions of a crowd simulation engine, a geometric scene simulation engine, a scene database, an event recorder and a human-computer interaction interface. In consideration of different understandings on mine knowledge and different behavior decisions of miners playing different roles when mine disasters occur, a multiple intelligent agent miner crowd emergency evacuation module and a crowd emergency evacuation algorithm for the different roles of the miners such as job foremen, expert miners, common miners and rescuers are built by using the underground emergency evacuation virtual crowd simulation method based on the multiple intelligent agents according to a role theory. The underground emergency evacuation virtual crowd simulation method based on the multiple intelligent agents can simulate true situations of a mine well, has good universality and verisimilitude, and can provide effective technical support for underground security accident analysis and prevention, mine safety training and rescue exercises.
Owner:CHONGQING UNIV OF POSTS & TELECOMM

Simulation system and method of evacuation crowd behavior based on grid-density-relation

The invention discloses a simulation system and method of an evacuation crowd behavior based on grid-density-relation. The system comprises an evacuation scene model building unit, an evacuation scene global path planning unit, a crowd activity generation unit and a crowd simulation unit, wherein the evacuation scene model building unit is used for extracting characteristics of an evacuation scene according to structural information of the evacuation scene to obtain a three-dimensional model of the evacuation scene; the evacuation scene global path planning unit used for performing global path planning on the evacuation scene according to the three-dimensional model of the evacuation scene, and calculating global paths of all entrances in the evacuation scene; the crowd activity generation unit used for performing crowd grouping according to the quantity of all entrances, a relationship between individuals in the crowd and individual location information in the evacuation scene; and the crowd simulation unit used for calculating the real-time speed of individuals in a simulation process according to a social force model, and in the simulation process, correcting the moving speed of each individual in the same group in real time, so as to keep the advancing consistency of each group, and realize behavior simulation of the evacuation crowd.

Crowd evacuation simulation system based on composite potential energy field

The invention provides a crowd evacuation simulation system based on a composite potential energy field. An improved potential energy field model is adopted for the system, a traditional potential energy field under Dirichlet boundary conditions is linearly combined with a potential energy field under Neumann boundary conditions, a local potential energy field for solving collision prevention problems between people is added into the combined potential energy field, and thus the composite potential energy field is obtained; by combining an update strategy of pedestrians and a pedestrian speed control method, the simulation system of personnel evacuation in emergency on different scales of scenes can be established according to the layout of the actual scene. In the crowd simulation process, influences of path plans of moving individuals on the evacuation are fully considered, and the potential energy field method can play a certain role in removing the influence factor. The system has extensive application prospects in research on simulation of safe and fast evacuation of a large number of personnel on difference scales of scenes, the design defects on the scenes can be found, and the crowd evacuation simulation system can assist in making execution schemes in emergency and is economically feasible.
Owner:SUN YAT SEN UNIV +1

Vision field-based crowd grouping and crowd evacuation simulation system and method

The invention provides a vision field-based crowd grouping and crowd evacuation simulation system, and the system comprises an evacuation scene model establishing unit used for extracting features ofan evacuation scene to obtain a three-dimensional model of the evacuation scene; an evacuation scene global path planning unit which is used for carrying out global path planning on the evacuation scene according to the three-dimensional model of the evacuation scene and calculating global paths of all entrances and exits in the evacuation scene; a crowd activity generation unit which is used forgrouping the crowds according to the number of all entrances, the global paths of all entrances, the vision fields of individuals in the crowds and the individual position information to obtain grouping information; a crowd simulation unit which is used for processing the grouping information by adopting a social force model added with a visual factor and dividing pedestrians into a leader type and a follower type to realize behavior simulation of evacuated crowds. According to the invention, the evacuated crowds are divided into groups to move, the evacuation efficiency is improved, the building evacuation performance can be detected, the actual evacuation process is optimized, and the evacuation efficiency is improved.
Owner:SHANDONG NORMAL UNIV

Hierarchical crowd simulation method and system used for complex scene

The invention discloses a hierarchical crowd simulation method and system used for a complex scene. The method comprises the steps that regional division is carried out on the complex scene, and a topological structure diagram of the complex scene is obtained; global path planning is carried out on the complex scene, and a global path which comprises a scene entrance and a scene exit and a specific interest region is calculated, wherein the scene entrance, the scene exit and the specific interest region are in the complex scene; crowd grouping information and position information of individuals, of the crowd, in the complex scene are confirmed, a potential field of the individuals is established in the complex scene, and according to the potential field of the individuals, acting force exerted on the individuals in the complex scene is calculated; real-time velocities of the individuals during the crowd simulation process are calculated, and by using a traffic flow model, the real-time velocities of the individuals during the crowd simulation process are corrected in real time, so that the crowd simulation is achieved. According to the technical scheme, a velocity control mechanism in a potential field method crowd simulation is improved, and the problem that the velocity variation is unnatural is solved, so that the velocity variation is more conformed to the crowd moving rule, and the actual requirement of the crowd simulation is met.
Owner:BEIJING JIAOTONG UNIV

Large-scale virtual crowd simulation system

InactiveCN109727519ASolve many problems, difficult to organize, limited space and other problemsGuarantee personal safetyEducational modelsProcess moduleSimulation
The invention discloses a large-scale virtual crowd simulation system. The system comprises a crowd behavior model simulation module, an environment processing module and a behavior realization module; the crowd behavior model simulation module is used for creating a crowd perception model composed of regional perception and virtual sense organs, and providing technical support for people obtaining external information and conducting behavior decision-making; the environment processing module is used for conducting data processing on a static environment model and rendering navigation grids; the behavior realization module is used for processing information input of a crowd and judging output behaviors through logic. According to the large-scale virtual crowd simulation system, in application, after a virtual crowd simulation technology is applied to an emergency drilling simulation training system of subway and high-speed railway platforms, the application of the technology can be extended to the aspects such as emergency exit design and emergency plan optimization of public buildings such as high-speed railways and subways through the accumulation of application experience and in-depth research, and the system has huge social and economic benefits.
Owner:CHENGDU YUNDA TECH CO LTD

Crowd evacuation simulation method in dynamic environment based on deep reinforcement learning

The invention provides a crowd evacuation simulation method in a dynamic environment based on deep reinforcement learning, and the method comprises the steps: using a crowd as a multi-agent system, employing a deep neural network to approach a mapping function from a state to an action for a single pedestrian agent to serve as a behavior controller of the agent; and by the pedestrian agent, makinga behavior decision by observing the dynamic environment state and utilizing the mapping function, and taking corresponding actions from the action space. In the evacuation simulation process of a discrete time sequence, one strategy refers to probability distribution of agent actions on the time sequence in a given state. The information feedback of the environment to the intelligent agent is reflected as a return value. The target of the intelligent agent is to maximize the expectation of the cumulative return value, that is, an optimal action value function is searched, and an optimal strategy is obtained. According to the method, crowd evacuation simulation which is difficult to realize in classical crowd simulation in a high-dynamic environment can be realized, the simulation effectis closer to the real situation, and the randomness of crowd behaviors is enhanced.
Owner:AEROSPACE INFORMATION RES INST CAS +1

Inter-group avoidance and intra-group cooperation model based on social force model

Pedestrian movement and the mutual relation between pedestrians and the environment are studied through crowd simulation, and a method is used for pre-event prediction or post-event inspection for urban infrastructure planning, large public activity planning, emergency evacuation of emergencies and the like. According to the method, common behaviors such as pedestrian avoidance, congestion, congestion, attraction and repulsion in real life can be simulated by constructing mechanical models between pedestrians and between pedestrians and the environment, and the movement mode of pedestrians indifferent scenes can be simulated by combining the particularity of pedestrians in different scenes. According to the method, the inter-group avoidance behavior and the coordination behavior of the sub-group in the group are added into the model; the avoidance behaviors in different environments can be simulated, and if the sub-groups are forced to be separated in the avoidance process, the different rows of sub-groups can be kept in central symmetry by adding the force that the rear row of sub-groups get close to the front row of sub-groups, and a certain distance beneficial to walking is kept. On one hand, the current crowd simulation is widely applied to the fields of travel, fire protection, buildings and the like, and the quality of a crowd simulation result meets the requirements ofreality and rapid visualization; and on the other hand, the model better conforms to real pedestrian behaviors, and special phenomena under different attribute pedestrians and scenes can be simulatedby adjusting parameters, so that the model has very high social application value.
Owner:INST OF REMOTE SENSING & DIGITAL EARTH CHINESE ACADEMY OF SCI +1

Crowd battle simulation method based on emotional infection and deep reinforcement learning

The invention relates to the field of crowd simulation, reinforcement learning and statistics, and especially relates to a crowd battle simulation method based on emotional infection and deep reinforcement learning. The method comprises the following steps: extracting people number information of all agents; randomly endowing each agent with ID information, an initial position, an initial emotionvalue, an initial reward value and an initial action; obtaining an initial average physiological influence through initial action calculation; inputting the people number information, the ID information, the initial positions, the initial emotion values, the initial reward values, the initial actions and the initial average physiological influence into a neural network to obtain the action of theagent at the moment t; and sequentially carrying out iterative training for a plurality of times. Therefore, when a violent event occurs suddenly, strategy guidance can be quickly provided for the right side by the method, the reverse side is subdued as soon as possible, the situation that the scene is out of control is avoided, and high earnings are obtained, so social safety is maintained. Meanwhile, a simulation model also has great reference and learning values for real battle exercises.
Owner:ZHENGZHOU UNIV

Crowd simulation evacuation method and system based on wolf pack algorithm and congestion detection

The invention provides a crowd simulation evacuation method and system based on a wolf pack algorithm and congestion detection, and the method comprises the steps: obtaining real-time real scene data,and obtaining a real-time scene graph and crowd parameter information through real-time video data in the real scene data; setting evacuation scene parameter information according to the real-time scene graph and the crowd parameter information, creating an evacuation scene model and a figure model, importing the figure model into the evacuation scene model to establish an evacuation scene modelwith figures, and taking the crowd parameter information as preset evacuation crowd parameter information to perform wolf pack initialization; simulating crowd evacuation by using a wolf pack algorithm, calculating a wolf pack target function value according to the exit congestion degree of the evacuation scene model with the person, and selecting an optimal exit according to the target function value function; and when the evacuation number of the final exit is equal to the total number, ending the evacuation process. According to the invention, the evacuation exit with too high congestion degree can be effectively identified, and the crowd is guided to evacuate, so that more efficient evacuation is realized, and excessive congestion is avoided.
Owner:SHANDONG NORMAL UNIV
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