Models - National Cryosphere Desert Data Center

National Cryosphere Desert Data Center

Ice Flow Model Development Toolkit - icetools

457 300 0 0

Author: None

Language: python

Tag Ice flow model development data processing result visualization model validation Python toolset rapid prototyping benchmarking

National Cryosphere Desert Data Center

Dynamic Optimization and Deduction Model System for End-of-Flood Water Storage Strategies of a Watershed Reservoir Group V1.0 Protected

38 0 0 0

Author: None

Language:

Tag Reservoir group storing water at the end of the flood season

National Cryosphere Desert Data Center

Three-Dimensional Spatiotemporal Simulation and Forecasting Software for Meteorological and Hydrological Elements Based on Deep Learning V1.0

29 9 0 0

Author: LI Lingjie

Language:

Tag meteorological and hydrological forecast

National Cryosphere Desert Data Center

Intelligent Traffic Scenario Data Augmentation System Protected

36 0 0 0

Author: zhang xin min,None,None,None,None

Language:

This system is a data enhancement tool specially designed for the fields of intelligent transportation and reinforcement learning. It aims to solve the problem of high cost of obtaining real scene data in AI algorithm training. The system supports dual modes of online simulation generation and offline empirical data processing. It integrates three enhancement modules: state, environment and reward, and can perform multi-dimensional systematic disturbance and transformation of traffic data. Users can export standardized data sets with one click, thereby generating diversified high-quality training data at low cost and efficiency, significantly improving the robustness and generalization capabilities of AI models.

Tag Artificial intelligence intelligent transportation data enhancement

National Cryosphere Desert Data Center

Reservoir Gate Optimal Operation Calculation Software V1.0 Based on Deep Reinforcement Learning Algorithm V1.0

39 11 0 0

Author: Zhang Aonan

Language:

Tag In-depth intensive learning and optimal dispatch of reservoir gates None

National Cryosphere Desert Data Center

Joint Optimization System for Flood Control Water Levels During the Operation Period of a Watershed Reservoir Group V1.0 Protected

38 0 0 0

Author: None

Language: Python

Tag Reservoir group flood limit water level

National Cryosphere Desert Data Center

Game Equilibrium-Based Smart Grid Energy Management Software V1.0 Protected

27 1 0 0

Author: yu wen wu,None,None

Language: Matlab

Aiming at the energy management problem of coupling conflicts of interests among multiple entities in distribution networks and physical layer security constraints, a decision modeling and solution method based on Stackelberg game is proposed. By building a two-layer game model between operators and multiple microgrids, and using dual optimality conditions transform it into a single-layer optimization problem, effectively taking into account economic operation needs and global power flow security constraints, realizing rapid solution and software integration of distribution network dispatch decision problems, and having good robustness.

Tag Artificial intelligence smart grid energy management

National Cryosphere Desert Data Center

Intelligent Traffic Scenario Simulation Operation Monitoring and Evaluation System Protected

26 0 0 0

Author: zhang xin min,None,None,None,None

Language:

This system is a graphical monitoring and evaluation platform developed based on the micro traffic simulation software SUMO. The system communicates with the simulation kernel in real time through the TraCI interface, encapsulating complex background calls and data processing, and providing an intuitive graphical user interface. Users can easily load simulation scenarios, monitor traffic flow indicators in real time and observe microscopic vehicle behavior animations. After the simulation, the system automatically analyzes the data and quantitatively evaluates the average traffic delay and speed of global vehicles, providing an efficient virtual experimental environment for traffic planning and algorithm verification.

Tag Artificial intelligence intelligent transportation traffic simulation graphical monitoring and evaluation

National Cryosphere Desert Data Center

Mfrouting model

7766 1737 2 4

Author:

Language: C

Tag Multiple Flow Direction flow routing method

National Cryosphere Desert Data Center

Fgets model (food and gill exchange of toxic substances)

7741 1685 0 1

Author:

Language: Fortran

Tag NPS related monitoring aquatic biology metals chemistry toxicity assessment environmental effects s test/analysis