Chance Constraints and Machine Learning integration for uncertainty management in Virtual Power Plants operating in simultaneous energy markets
出版年份 2021 全文链接
标题
Chance Constraints and Machine Learning integration for uncertainty management in Virtual Power Plants operating in simultaneous energy markets
作者
关键词
Optimization, Chance constrained, Mathematical programming, Predictive control, Machine learning
出版物
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
Volume 133, Issue -, Pages 107304
出版商
Elsevier BV
发表日期
2021-07-07
DOI
10.1016/j.ijepes.2021.107304
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Distributionally robust chance-constrained energy management of an integrated retailer in the multi-energy market
- (2021) Yuqi Zhou et al. APPLIED ENERGY
- A Discussion of Probability Functions and Constraints from a Variational Perspective
- (2020) Wim van Ackooij Set-Valued and Variational Analysis
- Probabilistic distribution planning: Including the interactions between chance constraints and renewable energy
- (2020) Faruk Ugranlı Sustainable Energy Grids & Networks
- Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming
- (2019) Chao Ning et al. COMPUTERS & CHEMICAL ENGINEERING
- A data-driven approach towards finding closer estimates of optimal solutions under uncertainty for an energy efficient steel casting process
- (2019) Priyanka D. Pantula et al. ENERGY
- Stochastic self-triggered MPC for linear constrained systems under additive uncertainty and chance constraints
- (2018) Jicheng Chen et al. INFORMATION SCIENCES
- Advanced chance-constrained predictive control for the efficient energy management of renewable power systems
- (2017) José D. Vergara-Dietrich et al. JOURNAL OF PROCESS CONTROL
- Model predictive control of linear systems with multiplicative unbounded uncertainty and chance constraints
- (2016) Marcello Farina et al. AUTOMATICA
- Optimal Economical Schedule of Hydrogen-Based Microgrids With Hybrid Storage Using Model Predictive Control
- (2015) Felix Garcia-Torres et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Multistage stochastic inexact chance-constraint programming for an integrated biomass-municipal solid waste power supply management under uncertainty
- (2015) C.B. Wu et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Multi-objective optimization in uncertain random environments
- (2014) Jian Zhou et al. Fuzzy Optimization and Decision Making
- A Model Predictive Control Approach to Microgrid Operation Optimization
- (2014) Alessandra Parisio et al. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
- Demand Response Management via Real-Time Electricity Price Control in Smart Grids
- (2013) Li Ping Qian et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- An Integrated Framework for Distributed Model Predictive Control of Large-Scale Power Networks
- (2013) Alejandro J. del Real et al. IEEE Transactions on Industrial Informatics
- A two-stage stochastic programming model for the optimal design of distributed energy systems
- (2012) Zhe Zhou et al. APPLIED ENERGY
- Optimization of distributed generation capacities in buildings under uncertainty in load demand
- (2012) A. Taghipour Rezvan et al. ENERGY AND BUILDINGS
- Bringing Wind Energy to Market
- (2012) Eilyan Y. Bitar et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Participation of Wind Power in LMP-Based Energy Markets
- (2012) Erik Ela et al. IEEE Transactions on Sustainable Energy
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