Optimization in Energy Management Systems
Energy management systems (EMS) for homes, buildings, factories, and communities are an important part of the trend towards smarter systems, providing better energy system planning, dispatch, resilience, and operation. Systems are used to manage both generation and consumption to optimally respond to variation in demand, market prices, and environmental conditions.
To develop an EMS, an engineer needs to use data analytics, control, simulation, and optimization for:
- Electric demand forecasting
- Electrical system modeling and simulation
- Operations optimization
- Tradeoff analysis
MATLAB® and Simulink® provide an integrated platform with both data analytics and Model-Based Design. You can build predictive models of demand and optimization models to minimize cost in MATLAB. Then, combine these with a system model built with Simulink and Simscape™ that integrates power electronics and controls. Deployment can be to embedded systems, or to enterprise or cloud environments.
This talk presents a model of a microgrid with photovoltaic cells where given a fluctuating price of electricity, grid costs are minimized by optimally using battery energy storage. Examples of customer projects are also discussed.
Published: 30 Jun 2019
Featured Product
MATLAB
Up Next:
Related Videos:
웹사이트 선택
번역된 콘텐츠를 보고 지역별 이벤트와 혜택을 살펴보려면 웹사이트를 선택하십시오. 현재 계신 지역에 따라 다음 웹사이트를 권장합니다:
또한 다음 목록에서 웹사이트를 선택하실 수도 있습니다.
사이트 성능 최적화 방법
최고의 사이트 성능을 위해 중국 사이트(중국어 또는 영어)를 선택하십시오. 현재 계신 지역에서는 다른 국가의 MathWorks 사이트 방문이 최적화되지 않았습니다.
미주
- América Latina (Español)
- Canada (English)
- United States (English)
유럽
- Belgium (English)
- Denmark (English)
- Deutschland (Deutsch)
- España (Español)
- Finland (English)
- France (Français)
- Ireland (English)
- Italia (Italiano)
- Luxembourg (English)
- Netherlands (English)
- Norway (English)
- Österreich (Deutsch)
- Portugal (English)
- Sweden (English)
- Switzerland
- United Kingdom (English)
아시아 태평양
- Australia (English)
- India (English)
- New Zealand (English)
- 中国
- 日本Japanese (日本語)
- 한국Korean (한국어)