Day-Ahead and Intraday Dispatch of an Integrated Biomass-Concentrated Solar System: A Multi-Objective Risk-Controlling Approach
نویسندگان
چکیده
Solar energy and bioenergy are two leading renewable forms of in the move toward a near-zero-emission electric power industry. Concentrated solar units coupled with thermal storage biomass plant offer dispatchable electricity, raising their ever-growing role future renewable-dominated networks. This paper proposes day-ahead intraday dispatch model for maximizing profit an Integrated Biomass-Concentrated (IBCS) system considering synergies arising from operation. To sensibly capture uncertainty decision sequence real-life electricity markets, two-stage stochastic structure is proposed, while solar-related involved using Information Gap Decision Theory (IGDT). The complemented novel multi-objective architecture based on compound IGDT Conditional Value-at-Risk (CVaR), which allows handling risk exposure to both inputs. Pareto strategies extracted through expanded form $\epsilon$ -constraint method, whereas a posteriori approach upon out-of-sample assessment applied derive optimal pattern among generated strategies. simulation results demonstrate that: 1) proposed integrated achieves substantial profitability, 2) performance suggested CVaR-IGDT superior conventional approaches.
منابع مشابه
A Multi-Objective Economic Load Dispatch Considering Accessibility of Wind Power with Here-And-Now Approach
The major problem of wind turbines is the great variability of wind power production. The dynamic change of the wind speed returns the quantity of the power injected to networks. Therefore, wind–thermal generation scheduling problem plays a key role to implement clean power producers in a competitive environment. In deregulated power systems, the scheduling problem has various objectives than i...
متن کاملDay-Ahead Dispatch Model of Electro-Thermal Integrated Energy System with Power to Gas Function
The application of power to gas (P2G) provides a new way to absorb intermittent renewable energy generation, which improves the efficiency of renewable energy utilization and provides the necessary flexibility for operating the integrated energy system. The electro-thermal integrated energy system with P2G is a new form of using energy efficiently. In this paper, we first introduce the technolo...
متن کاملDay-Ahead Solar Forecasting Based on Multi-level Solar Measurements
The growing proliferation in solar deployment, especially at distribution level, has made the case for power system operators to develop more accurate solar forecasting models. This paper proposes a solar photovoltaic (PV) generation forecasting model based on multi-level solar measurements and utilizing a nonlinear autoregressive with exogenous input (NARX) model to improve the training and ac...
متن کاملstability and attraction domains of traffic equilibria in day-to-day dynamical system formulation
در این پژوهش مسئله واگذاری ترافیک را از دید سیستم های دینامیکی فرمول بندی می کنیم.فرض کرده ایم که همه فاکتورهای وابسته در طول زمان ثابت باشند و تعادل کاربر را از طریق فرایند منظم روزبه روز پیگیری کنیم.دینامیک ترافیک توسط یک نگاشت بازگشتی نشان داده می شود که تکامل سیستم در طول زمان را نشان می دهد.پایداری تعادل و دامنه جذب را توسط مطالعه ویژگی های توپولوژیکی تکامل سیستم تجزیه و تحلیل می کنیم.پاید...
Multi-objective Generation Dispatch
The advancement in power systems has led to the development of generation dispatch (GD) that is difficult to solve by classical optimisation method. The proposed paper work is to evolve simple and effective method for optimum generation dispatch to minimise the fuel cost, environmental cost and security requirement of power networks. The approach is based on the bi-criterion global optimisation...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Power Systems
سال: 2022
ISSN: ['0885-8950', '1558-0679']
DOI: https://doi.org/10.1109/tpwrs.2021.3096815