湖北省星昊智能科技有限公司 Hubei Xinghao Intelligent Technology Co., Ltd.

CAE Agent
工程仿真的智能代理 Intelligent Agent for Simulation

星昊智能自研 CAE Agent 平台,将有限元、CFD、多物理场仿真能力封装为可对话、 可编排的 AI Agent。工程师用自然语言描述任务,Agent 自动完成前处理、求解调度、 结果解读与报告生成,让仿真从「专家手工操作」升级为「组织级生产力」。

Xinghao Intelligent's proprietary CAE Agent platform encapsulates FEA, CFD, and multiphysics simulation capabilities into conversational, orchestratable AI Agents. Engineers describe tasks in natural language, and the Agent automates pre-processing, solver scheduling, result interpretation, and report generation, upgrading simulation from "expert manual operation" to "organizational productivity".

Agent 驱动Agent-Driven
对话式任务 · 工具调用 · 流程编排Conversational · Tool Use · Orchestration
多物理场Multiphysics
结构 · 流体 · 热 · 电磁Structural · Fluid · Thermal · EM
企业落地Enterprise Ready
私有化 · API 集成 · 知识库On-Premises · API · Knowledge Base

核心业务Core Services

以 CAE 仿真为底座,融合 AI 能力,缩短研发周期,提升设计决策质量。 Built on CAE simulation and integrated with AI capabilities to shorten R&D cycles and improve design decisions.

CAE 仿真咨询CAE Consulting

结构强度、模态、疲劳、碰撞及 CFD、传热等仿真方案设计与结果解读,支撑产品定型与合规验证。 Simulation design and result interpretation for structural strength, modal, fatigue, crash, CFD, and heat transfer to support product validation.

  • 有限元 / 计算流体力学FEA / Computational Fluid Dynamics
  • 仿真流程与规范建设Simulation Workflow & Standards
  • 结果评审与优化建议Result Review & Optimization

AI 智能仿真AI-Powered Simulation

结合机器学习与代理模型,加速参数扫描与拓扑探索,让高成本仿真变成可规模化的工程资产。 Combining machine learning and surrogate models to accelerate parameter sweeps and topology exploration, transforming costly simulations into scalable assets.

  • Surrogate Model 代理建模Surrogate Modeling
  • 生成式设计与智能优化Generative Design & Intelligent Optimization
  • 仿真数据治理与知识沉淀Data Governance & Knowledge Accumulation

定制工程软件Custom Software

面向企业特定工艺与场景,开发专用前后处理工具、报告系统与可视化看板,沉淀领域 know-how。 Developing dedicated pre/post-processing tools, reporting systems, and visual dashboards for specific enterprise processes to accumulate domain know-how.

  • 二次开发与插件定制Secondary Development & Plugins
  • Web 可视化与报告Web Visualization & Reporting
  • 私有化部署支持On-Premises Deployment Support

CAE Agent — 智能仿真代理CAE Agent — Intelligent Simulation Proxy

CAE Agent 是星昊智能的核心产品:基于大语言模型与 Agent 架构,将 CAE 专业知识、企业仿真规范与软件工具链整合为「会干活的仿真助手」,覆盖从需求理解到报告交付的完整链路。 CAE Agent is Xinghao Intelligent's core product: based on large language models and Agent architecture, it integrates CAE expertise, enterprise simulation standards, and software toolchains into a "capable simulation assistant," covering the entire process from requirement understanding to report delivery.

什么是 CAE Agent?What is CAE Agent?

传统 CAE 流程依赖工程师手动操作 GUI、编写脚本、排队提交作业、逐份解读结果。CAE Agent 通过自然语言交互 + 工具调用(Tool Use)+ 多步推理,把上述环节自动化:您描述工况与目标,Agent 规划步骤、调用求解器、监控任务并输出结论。 Traditional CAE workflows rely on engineers manually operating GUIs, writing scripts, queuing jobs, and interpreting results. CAE Agent automates these steps through Natural Language Interaction + Tool Use + Multi-step Reasoning: you describe conditions and objectives, and the Agent plans steps, invokes solvers, monitors tasks, and outputs conclusions.

每个 Agent 可绑定企业内部的网格规范、材料库、边界条件模板与审批流程,确保 AI 辅助下的仿真结果可审计、可复现、符合工程标准 Each Agent can be bound to internal enterprise meshing standards, material libraries, boundary condition templates, and approval workflows, ensuring that AI-assisted simulation results are auditable, reproducible, and compliant with engineering standards.

caeagent.com

Talk to Simulate · Agent Orchestrates · Knowledge Grows

  • 降低 CAE 使用门槛,非专家也可发起标准仿真Lowers the CAE entry barrier; non-experts can initiate standard simulations
  • 释放资深工程师,聚焦复杂建模与方案决策Frees up senior engineers to focus on complex modeling and decisions
  • 仿真经验结构化沉淀,避免人员流动导致知识流失Structurally accumulates experience to prevent knowledge loss from turnover

核心能力Core Capabilities

NL → CAE

自然语言理解Natural Language Understanding

解析「对支架做 500N 静力分析」等工程描述,自动映射为载荷、约束与求解类型,减少 GUI 点击与参数误设。 Parses descriptions like "perform 500N static analysis on the bracket," mapping them to loads, constraints, and solver types to reduce GUI errors.

TOOL USE

工具链编排Toolchain Orchestration

Agent 按需调用 CAD 接口、网格划分、求解器提交、HPC 队列与后处理脚本,串联异构 CAE 软件形成端到端流水线。 Dynamically calls CAD interfaces, meshing, solvers, HPC queues, and post-processing scripts, chaining heterogeneous CAE software into an end-to-end pipeline.

MULTI-AGENT

多 Agent 协作Multi-Agent Collaboration

前处理 Agent、求解 Agent、诊断 Agent、报告 Agent 分工协作:复杂任务拆解为可并行、可重试的子任务单元。 Pre-processing, Solving, Diagnostic, and Reporting Agents work collaboratively, breaking complex tasks into parallelizable and retryable units.

RAG + SOP

企业知识库Enterprise Knowledge Base

接入仿真规范、历史案例、材料手册与 FAQ,RAG 检索增强生成,让 Agent 回答与执行符合企业标准作业程序(SOP)。 Integrates simulation standards, historical cases, and FAQs via RAG, ensuring the Agent's answers and executions comply with enterprise SOPs.

MONITOR

任务监控与诊断Task Monitoring & Diagnostics

实时跟踪求解进度,自动识别发散、不收敛与网格质量问题,给出调整建议或触发重算策略。 Tracks progress in real time, automatically identifying divergence, non-convergence, and mesh quality issues to provide tweaks or trigger recalculation.

REPORT

智能报告生成Smart Report Generation

从云图、曲线与数值结果中提取关键指标,按企业模板生成 Word / PDF 仿真报告,支持多语言与版本对比。 Extracts key metrics from contour plots and curves to generate Word/PDF reports according to enterprise templates, supporting version comparison.

典型工作流Typical Workflow

  1. 1
    需求输入Requirement Input

    工程师以对话或表单描述几何、工况、验收标准;Agent 澄清歧义并确认仿真方案。 Engineers describe geometry, conditions, and criteria via chat/forms; the Agent clarifies ambiguities and confirms the simulation plan.

  2. 2
    前处理自动化Automated Pre-processing

    导入 CAD/CAE 模型,按规范划分网格、赋予材料与边界条件,生成求解输入文件。 Imports models, generates meshes according to standards, assigns materials and boundary conditions, and outputs solver files.

  3. 3
    求解调度Solver Scheduling

    提交本地或 HPC 集群作业,监控队列与收敛状态,必要时自动调整步长或切换求解策略。 Submits jobs to local/HPC clusters, monitors convergence, and automatically adjusts steps or switches strategies if necessary.

  4. 4
    结果解读Result Interpretation

    提取应力、位移、安全系数等关键量,与规范阈值对比,标注风险区域并给出优化方向。 Extracts key variables (stress, displacement), compares them with standard thresholds, highlights risks, and offers optimization directions.

  5. 5
    报告与归档Reporting & Archiving

    输出结构化报告,将案例写入企业知识库,供后续 Agent 检索与相似任务复用。 Outputs structured reports and writes cases into the knowledge base for future Agent retrieval and reuse in similar tasks.

应用场景Application Scenarios

仿真 CopilotSimulation Copilot

工程师日常建模助手:参数推荐、脚本生成、错误排查,缩短单次分析周期 30%–50%。 Daily modeling assistant: parameter recommendation, script generation, and error troubleshooting, reducing analysis cycles by 30%–50%.

批量参数扫描Batch Parameter Sweeps

Agent 自动发起 DOE/优化迭代,管理成百上千次求解任务,汇总 Pareto 前沿与设计空间洞察。 Automatically initiates DOE/optimization iterations, managing thousands of tasks and summarizing Pareto front and design space insights.

仿真知识问答Simulation Q&A

基于企业 CAE 文档与案例库,回答「类似工况上次怎么设的」「为何这次不收敛」等问题。 Based on enterprise CAE documents, answers questions like "how were similar conditions set last time?" or "why didn't it converge?"

跨部门协作入口Cross-Department Portal

设计、工艺、质量团队通过统一对话界面发起标准仿真请求,减少跨团队沟通与排期等待。 Design, process, and quality teams initiate standard simulation requests through a unified interface, reducing communication waits.

CAE Agent 支持 SaaS 试用、私有化部署与定制 Agent 开发,欢迎预约产品演示。 CAE Agent supports SaaS trials, on-premises deployment, and custom Agent development. Book a demo today.

预约 CAE Agent 演示Book a CAE Agent Demo

行业解决方案Industry Solutions

覆盖研发全生命周期,从概念设计到验证交付。 Covering the entire R&D lifecycle, from conceptual design to verification and delivery.

AUTOMOTIVE

汽车与交通装备Automotive & Transportation

车身结构、NVH、热管理、空气动力学及轻量化仿真,支持平台化与模块化研发体系。 Body structure, NVH, thermal management, aerodynamics, and lightweight simulation, supporting platform and modular R&D systems.

ENERGY

能源与动力设备Energy & Power Equipment

旋转机械、压力容器、换热系统等多工况分析,助力可靠性设计与运维预测。 Multi-condition analysis of rotating machinery, pressure vessels, and heat exchange systems, facilitating reliability design and predictive O&M.

MANUFACTURING

先进制造与装备Advanced Manufacturing & Equipment

工艺仿真、设备强度评估、数字孪生原型,连接设计数据与现场反馈闭环。 Process simulation, equipment strength evaluation, and digital twin prototypes, connecting design data with on-site feedback loops.

CAE AGENT

CAE Agent 行业套件CAE Agent Industry Suites

按行业预置 Agent 模板:汽车碰撞/NVH 流程、压力容器强度评估、换热器热流体分析等,开箱即用、可按企业规范二次配置。 Pre-configured Agent templates by industry: automotive crash/NVH, pressure vessel evaluation, heat exchanger analysis, etc. Ready out-of-the-box.

关于星昊智能About Xinghao Intelligent

湖北省星昊智能科技有限公司 扎根工程仿真与工业软件领域,团队具备深厚的 CAE 工程背景与 AI 应用实践经验。我们以「仿真 + 智能」为核心,帮助客户在日益复杂的研发环境中,建立可复用、可扩展的数字化仿真能力。 Hubei Xinghao Intelligent Technology Co., Ltd. is rooted in the engineering simulation and industrial software fields. With profound CAE backgrounds and AI experience, we help customers build reusable and scalable digital simulation capabilities.

我们以 CAE Agent 为产品主线(caeagent.com):不是简单套壳大模型,而是深入理解网格、求解器、边界条件与工程判据,构建真正能干 CAE 活的 Agent 系统。从 PoC 验证到私有化部署,助力企业建立「仿真 + AI Agent」的新型研发基础设施。 With CAE Agent (caeagent.com), we don't just wrap large language models; we deeply understand meshes, solvers, and engineering criteria to build Agents that actually perform CAE tasks. From PoC to on-premises deployment, we establish a new R&D infrastructure.

  • 工程导向:结果可验证、流程可落地Engineering-Oriented: Verifiable results and practical workflows
  • 技术中立:兼容主流 CAE 软件与开源栈Technology-Neutral: Compatible with mainstream CAE software and open-source
  • 持续交付:从 PoC 到规模化部署全程陪伴Continuous Delivery: Full support from PoC to scaled deployment

开启合作Start Collaboration

告诉我们您的仿真场景与研发挑战,我们将在 1–2 个工作日内回复。 Tell us about your simulation scenarios and R&D challenges. We will reply within 1-2 business days.

公司全称Company 湖北省星昊智能科技有限公司Hubei Xinghao Intelligent Technology Co., Ltd.
官网Website caeagent.com
邮箱Email contact@caeagent.com
所在地Location 湖北省Hubei Province, China