dashijia Goto Github PK

modified-ieee-118-bus-system-data

Modified IEEE-118 bus system data with wind scenario production uncertainty

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

multistep-electric-vehicle-charging-station-occupancy-prediction-

data for Multistep Electric Vehicle Charging Station Occupancy Prediction using Mixed-LSTM Neural Networks

ontario-evs

Generation dispatch and unit commitment model to evaluate impacts of different levels of EV penetrations on the power sector in Ontario

optimal-bidding-policy-using-policy-gradient-in-a-multi-agent-contextual-bandit-setting

We use policy gradient to help agents learn optimal policies in a competitive multi-agent contextual bandit setting

optimal-scheduling-for-charging-and-discharging-of-electric-vehicles

This project develops an optimal scheduling algorithm to minimize the total cost for charging and discharging of electric vehicles.

pglib-uc

Benchmarks for the Unit Commitment Problem

pkj415-citylearn-2

power-maret

generators bidding strategy with Qlearning

pownet-laos

PowNet-Laos: Network-constrained Unit Commitment / Economic Dispatch model for the Laotian power system (with sample data)

pypsa-plots

Scripts to plot results form PyPSA models

pyscipopt

Python interface for the SCIP Optimization Suite

pytorch_dgn

The pytorch implementation of DGN on grid world and Starcraft

recdebiasing

This repository collects debiasing methods for recommendation

reduce

ReDUCE: Reformulation of Mixed Integer Programs using Data fromUnsupervised Clusters for Learning Efficient Strategies

reinforcement-learning-for-integer-programming-learning-to-cut

This repo contains all projects I did for class IEOR4574 Reinforcement Leaning at Columbia University, Spring 2021.

secondlowestpriceauction

The Second Lowest Price Auction implementation in Solidity for P2P energy trading "EV charging use case"

secured-constraints-unit-commitment-scuc-model-of-power-system

Secured Constraints Unit Commitment model of Power system, including the model based on AC flow equation and DC flow equation. Only the constraints in pre-contingency state are considered. There is a piecewise function expression for power generation costs. However, I'm sorry that the version is relative old, and it may be difficult to read or modify. 电力系统安全约束单位承诺模型，包括基于交流潮流方程和直流潮流方程的模型。 仅考虑意外前状态下的约束。 有一个用于发电成本的分段函数表达式。 但是，很抱歉该版本相对较旧，可能难以阅读或修改。 Besides, note that the model is based on the Matlab, Yalmip, and the solver is Gurobi. It can be changed to other solvers, such as Cplex, by modifying the parameter 'gurobi' in sentence 'ops = settings('solver','gurobi''. 此外，请注意，该模型基于Matlab，Yalmip，求解器为Gurobi。 通过修改句子'ops = settings('solver'，'gurobi'中的参数'gurobi'，可以将其更改为其他求解器，例如Cplex。 If you have any idea on improving this model, please contact me. 如果您有任何改进此模型的想法，请联系我

sjtu-courses

上海交通大学课程资料分享

smart_charging_of_electric_vehicles

Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done with Pandas, data visualization with Matplotlib and Seaborn, matrix manipulation with Numpy, unit testing with the Unittest python library and neural network training and testing with Keras.

sofa

A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.

solana-auctionhouse

Auction protocol for open ascending (English), sealed first-price, and sealed second-price (Vickrey) auctions

spice_ev

Simulation Program for Individual Charging Events of Electric Vehicles

tbrant

Official implementation of "Learning to Branch with Tree-aware Branching Transformers".

transmission-expansion-planning-tep-

Optimal probabilistic planning of the transmission network development with the consideration of wind resource uncertainty

zju-icicles

浙江大学课程攻略共享计划