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wangtabn's Projects

a-preferred-strategy-self-adaptive-ant-lion-optimization-algorithm

A Preferred Strategy Self-adaptive Ant Lion Optimization Algorithm

dg-placement

Choosing the optimal location and size of distributed generation sources based on renewable energies in the micro-grid

dicelab_16_storage_required

MATLAB code to obtain the optimal storage size for grid level energy storage to tackle intermittent renewable energy sources

eeef366

Design of an IoT-enabled Hybrid Renewable Energy Powered Smart Grid in MATLAB/Simulink environment.

Code for the Engerer2 diffuse fraction separation model following the newly parameterised version published in the Journal of Renewable and Sustainable Energy. The model estimates the diffuse horizontal irradiance from inputs of global horizontal irradiance, latitude, longitude and time.

hres_model

Dynamic Modelling of Hybrid Renewable Microgrid Systems via MATLAB

intelligentoptimizationalgorithms

This repository displays the demos of some Intelligent Optimization Algorithms, including SA (Simulated Annealing), GA (Genetic algorithm), PSO (Particle Swarm Optimizer) and so on. And some other algorithms will be appended in the future.

microgrid-dispatch-simulator

Models and simulation loops for energy management and power and load dispatch in community microgrids with distributed energy

microgrid-ems-optimization

This example walks through the process of developing an optimization routine that uses forecast pricing and loading conditions to optimally store/sell energy from a grid-scale battery system.

mixed-heat-gas-power-system-scheduling

Maintenance Model of Power System with Matlab and Yalmip, including the maintenance of branches and generators, and a partial mantenance is allowed for branches. The Object Functions are 1.Maximize the minimum reserve rate, 2.Minimize the cost, 3. Minimize the Variance of reserve rate(resulting in a long solution time) 使用Matlab和Yalmip进行电力系统维护的模型，包括分支机构和发电机的维护，并且分支机构可以进行部分维护。对象函数是1.最大化最小储备率，2.最小化成本，3.最小化储备率的差异（导致较长的求解时间） 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.

modellib

Library of models for microgrid applications: renewables, storage, etc.

most

MOST – MATPOWER Optimal Scheduling Tool, for steady-state power systems scheduling problems.

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.

optimalbiddingmicrogrid

A Reinforcement Learning agent for an energy bidding problem in a simulated MicroGrid

power-system-optimization

This is the project containing the code developed for mulity objective optimization of microgrid energy management systems with user cooperation

pso-vs-woa

The Matlab/Octave code contains codes of Whale Optimization Algorithm and Particle Swarm Optimization.

sadeat-stochastic-combined-heat-and-power-anaerobic-digestion-economic-assessment-tool

SADEAT - Stochastic (Combined Heat and Power) Anaerobic Digestion Economic Assessment Tool

simulink-microgrid

24h simulation of a microgrid

storage

MATLAB Model for targeting 100% renewable energy scenario

tse2018-sddp

Model for paper on IEEE transactions on sustainable energy: Application of Stochastic Dual Dynamic Programming to the Real-Time Dispatch of Storage under Renewable Supply Uncertainty

two_layer_ems

Code for IEEE Transactions: A Two-Layer Energy Management System for Microgrids With Hybrid Energy Storage Considering Degradation Costs.

woa-to-train-neural-network

Whale Optimization Algorithm used to train Neural Network

yalmip

MATLAB toolbox for optimization modeling

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