Dealing with the stochastic prosumager problem with controllable loads
نویسندگان
چکیده
Abstract This paper focuses on the home energy management for a residential prosumager with flexible loads. In particular, three different types of controllable appliances (shiftable, interruptible, thermostatically controllable) have been considered, each one specific representation consumption profile and potential discomfort rate user. The inherent uncertainty affecting main model parameters (i.e., non- loads, solar production, external temperature) is explicitly accounted by adopting two-stage stochastic programming modeling paradigm. solution provides optimal scheduling loads operation storage system that guarantee minimum expected procurement cost, taking into account overall discomfort. A preliminary computational experience has shown effectiveness proposed approach in terms cost savings advantage related to use over deterministic formulation.
منابع مشابه
Stochastic lot sizing problem with controllable processing times ¬リニ
In this study, we consider the stochastic capacitated lot sizing problem with controllable processing times where processing times can be reduced in return for extra compression cost. We assume that the compression cost function is a convex function as it may reflect increasing marginal costs of larger reductions and may be more appropriate when the resource life, energy consumption or carbon e...
متن کاملthe past hospitalization and its association with suicide attempts and ideation in patients with mdd and comparison with bmd (depressed type) group
چکیده ندارد.
Dealing with the Problem of Cybercrime
Lack of a universally accepted and comprehensive taxonomy of cybercrime seriously impedes international efforts to accurately identify, report and monitor cybercrime trends. There is, not surprisingly, a corresponding disconnect internationally on the cybercrime legislation front, a much more serious problem and one which the International Telecommunication Union (ITU) says requires ‘the urgent...
متن کاملDealing with the problem of employee turnover.
Employee turnover is expensive, costing American industry billions of dollars every year. It strikes operations of all sizes and is not any less devastating in the public sector than it is in the private sector. These financial costs can be classified as both direct (additional fees for recruitment, steeper assessments for unemployment taxes, and the rising expenses of payroll administration fo...
متن کاملFrequency Control by Decentralized Controllable Heating Loads with H∞ controller
Many isolated small power systems are powered by diesel generators, which results in greater operating costs than interconnected large grids. It is therefore desirable to integrate renewable energy sources such as wind power into these small grids. However, due to the fluctuating power generation from renewable energy sources, frequency deviations of power systems become problematic. Distribute...
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: Soft Computing
سال: 2022
ISSN: ['1433-7479', '1432-7643']
DOI: https://doi.org/10.1007/s00500-022-06809-2