lidongyang's starred repositories
MATLAB_Algorithm_with_cases
遗传算法、免疫算法、退火算法、粒子群算法、鱼群算法、蚁群算法和神经网络算法等常用智能算法的MATLAB实现
smpc_example
Short example of MPC and specifically stochastic MPC (SMPC) with chance constraints for Matlab.
stackelberg_Game
主从博弈 下层KKT条件 强对偶处理双线性
learning_modeling_with_baltamatica
基于北太天元的数学建模新手教材编写，感谢北京大学卢朓老师、李若老师等人的支持
two-stage-MG
复现**电机工程学报《微电网两阶段鲁棒优化经济调度方法》
RMPC_MixedUncertainty
Robust MPC for Linear Systems with Parametric and Additive Uncertainty
Microturbine-control-with-MPC
Model Predictive Control of microturbine-based distributed generation systems in the intelligent operation of distribution networks
Distribution_networks_reconfiguration
Reconfiguration of distribution networks using mixed integer second-order cone model (MISOCP)
Transmission-Expansion-Planning-TEP-
Optimal probabilistic planning of the transmission network development with the consideration of wind resource uncertainty
003-Microgrid-double-layer-energy-management-model-based-on-model-prediction-algorithm
003基于模型预测算法的含储能微网双层能量管理模型1
semester-thesis
Source code of my semester thesis "Chance-Constrained Programming for Autonomous Vehicles in Uncertain Environments", completed as part of my MSc studies at ETH Zurich.
power_grid_bearing_capacity_evaluation
分布式电源接入电网承载力评估开源matlab程序
Power-Grid-Stability-Under-Uncertainty
Code to accompany "Optimisation of Power Grid Under Uncertainty"
Joint-Chance-Constraints
We consider a n-player game where each player's strategy set contains some stochastic linear constraints. The existence of a Nash Equilibrium under certain conditions has been proved earlier. We further analyse this problem via a constructed example of a Cournot Competition among electricity firms over a Network. We run simulations of an Iterative scheme to find the Nash Equilibrium in this context and describe the results.
can-uncertainty-promote-trade
Code repository for "Can Global Uncertainty Promote International Trade?" (JIE)
dcdroopHvdc
MTDC VSC HVDC Transmission for Offshore Wind Farms
DRSE-Outlier
Online supplementary materials of the paper titled "Distributionally Robust State Estimation for Linear Systems Subject to Uncertainty and Outlier"
Adaptive_MPC_on_NSCLC
Recent advancements in Cybergenetics have lead to the development of new computational and experimental platforms that enable to robustly steer cellular dynamics by applying external feedback control. Such technologies have never been applied to regulate intracellular dynamics of cancer cells. Here, we show in silico that Adaptive Model Predictive Control (MPC) can effectively be used to steer signalling dynamics in Non-Small Cell Lung Cancer (NSCLC) cells to resemble those of wild-type cells, and to support the design of combination therapies. Our optimisation-based control algorithm enables tailoring the cost function to force the controller to alternate different drugs and/or reduce drug exposure, minimising both drug-induced toxicity and resistance to treatment. Our results pave the way for new cybergenetics experiments in cancer cells for drug combination therapy design - https://doi.org/10.1101/2022.03.14.484268
LB-Multi-Stage-NMPC
Learning-based multi-stage NMPC algorithm with guarantees on feasibility using robust control invariant sets
RobustPowerPlanning
Code Repository for "Robust Renewable Energy Resource Planning and Operations in Electric Grids"
CGRsensitivity
the code to load data and analyze climate sensitivity of atmospheric CO2 growth rate