tahanakabi / Optimal-Price-Based-control-of-heterogeneous-thermostatically-controlled-loads-under-uncertainty-usi
we consider the problem of thermostatically controlled load (TCL) control through dynamic electricity prices, under partial observability of the environment and uncertainty of the control response. The problem is formulated as a Markov decision process where an agent must find a near-optimal pricing scheme using partial observations of the state…
☆19Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Optimal-Price-Based-control-of-heterogeneous-thermostatically-controlled-loads-under-uncertainty-usi
- ☆17Updated 4 years ago
- MATLAB code on project: Role of Energy Positive Buildings in Future Low-Carbon Energy Systems.☆28Updated 4 years ago
- This is the Matlab code for the Switch Opening and Exchange (SOE) method used in paper "Switch Opening and Exchange Method for Stochastic…☆23Updated 4 years ago
- A simulation tool developed through MATLAB for direct comparison of the three operating strategies for stand-alone PV systems: isolated s…☆10Updated 5 years ago
- A Reinforcement Learning agent for an energy bidding problem in a simulated MicroGrid☆21Updated 6 years ago
- ☆14Updated 5 years ago
- Minimizing costs in reservoir storage systems has been a challenging problem over the years. Several methods have been used previously to…☆26Updated 5 years ago
- • Modeling an optimized solution for energy scheduling in a Smart Grid neighborhood using MATLAB & Excel☆27Updated 9 years ago
- Implementation of Optimization Techniques for Economic Dispatch of Power Systems☆33Updated 7 years ago
- Codes and data supplemental files for the paper "Robust Optimization for Electricity Generation"☆18Updated 4 years ago
- Power Flow (PF) model for a simplified DC microgrid cluster with nonlinear and non-constant power load models.☆9Updated 7 years ago
- Computational experiment code for Lee et al submission to PSCC 2020 title "Non-Intrusive Load Management Under Forecast Uncertainty in En…☆17Updated 4 years ago
- Energy Management System Battery or Grid Regulating the DC bus of the microgrid☆25Updated 6 years ago
- Repo for graduate Power Systems Optimization project☆8Updated 9 years ago
- ☆17Updated last year
- Maintenance Model of Power System with Matlab and Yalmip, including the maintenance of branches and generators, and a partial mantenance…☆16Updated 3 years ago
- Source code of paper "A Prosumer-Based Energy Sharing Mechanism of Active Distribution Network Considering Household Energy Storage"☆14Updated 2 years ago
- An optimization approach for residential power scheduling in Smart Grid☆13Updated 6 years ago
- Energy Management System for photovoltaic field with both storage and the connection to eletricity grid☆14Updated 4 years ago
- Modeling the output of Wind and Photovoltaic and the reliability of a microgrid with them☆25Updated 4 years ago
- Recently, riding through grid faults and supporting the grid voltage by using grid-connected converters (GCCs) have become major requirem…☆39Updated 5 years ago
- Choosing the optimal location and size of distributed generation sources based on renewable energies in the micro-grid☆14Updated 5 years ago
- Scripts for a university project, a simple centralized smart grid energy cost minimization problem.☆12Updated 3 years ago
- Final Project for AA 228: Decision-Making under Uncertainty Abstract: Grid-scale energy storage systems (ESSs) are capable of participat…☆20Updated 3 years ago
- ☆12Updated 9 years ago
- masoudshab / OPTIMIZATION-of-the-APFs-Placement-Based-on-Instantaneous-Reactive-Power-Theory-by-GENETIC-ALGORITHMIn electrical distribution systems, a great amount of power are wasting across the lines, also nowadays power factors, voltage profiles a…☆16Updated 5 years ago
- ☆24Updated last year
- 12-752 - Data-Driven Building Energy Management (Fall 2017)☆15Updated 6 years ago
- Basic version of the micro-grid model to simulate technical and economic performance of micro-grids with demand-side management capabilit…☆10Updated 6 years ago