Stars
油气信息物理系统安全公开数据集TE-CUP-SEC，实现了5类常见攻击与3个典型案例复现，形成了涵盖系统正常运行、物理故障和网络攻击等场景的信息物理双侧数据集。该数据集旨在支持异常检测、故障溯源分析和安全防御等方向的研究。该数据集由中国石油大学（北京）工控安全监测实验室构建，依托经典的 Tennessee Eastman (TE) 过程模型，融合工业网络设备、控制器与通信协议，实现了物理过程…
智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）
分享的所有数据集均为开源的PHM（Prognostics and Health Management）数据，涵盖故障诊断、健康评估和寿命预测等领域。
Academic Project for Automation of Condition Based Monitoring (CBM). Project uses IMS dataset to detect anomaly of Bearing part using Vibration Data
List of tools & datasets for anomaly detection on time-series data.
proof of concept for a transformer-based time series prediction model
Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder
Deep learning based state estimation: incorporating Transformer and LSTM to Kalman Filter with EM algorithm.
Iterative State Estimation in Non-linear Dynamical Systems Using Approximate Expectation Propagation
Bayesian Parameter Estimation (based on pystan) of reinforcement learning and sequential sampling models, and combinations of the two.
Data-driven reduced order modeling for nonlinear dynamical systems
Data-driven reduced order modeling for nonlinear dynamical systems
Physics-informed neural network for model parameter estimation and response prediction of SDoF system.
Parameter estimation in state-space models
Anomaly detection via Multivariate State Estimation Technique.
State Space Estimation of Time Series Models in Python: Statsmodels
Python package for state and parameter estimation
Incorporating Transformer and LSTM to Kalman Filter with EM algorithm
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…
A lightweight coding agent for open models like Deepseek, Kimi, and Qwen
The NASA Prognostic Python Packages is a Python framework focused on defining and building models and algorit for prognostics (computation of remaining useful life) of engineering systems, and prov…
Codes related to petroleum and drilling engineering projects.
"Security Incidents In A Box!" A modular, menu-driven, cross-platform tool for building customized, time-delayed, distributed security events. Easily create custom event chains for Blue- & Red Team…
Drilling Activity Prediction: Oil and Gas operations are dramatically affected by supply, demand and several other factors that compromise the operational planning of resources. To overcome this ch…
This repo is the results of drilling rate of penetration prediction on the MSEEL drilling dataset using various machine and deep learning models
Drilling rig simulator example that models the Drawworks system with a Variable-Frequency Drive (VFD) with torque speed limitations.