Markov-Decision-Process-Assisted Consumer Scheduling in a Networked Smart Grid

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Decision Support Independence in a Smart Grid

We describe a novel framework for designing and implementing agent based simulations of the smart electrical grid. The framework is based on two primary concepts. First, the eletrical grid system is separated into semi-autonomous microgrids, each with their own set of hierarchically organized agents. Second, models for automating decision-making in the grid during crisis situations are independ...

متن کامل

A generalized Markov decision process

— In this paper we present a generalized Markov décision process that subsumes the traditional discounted, infinité horizon, finite state and action Markov décision process, VeinotCs discountéd décision processes, and Koehler's generalization of these two problem classes. Résumé. — Nous présentons dans cet article un processus de Markov généralisé qui englobe le processus de décision markovien ...

متن کامل

Scheduling for Electricity Cost in Smart Grid

We study an offline scheduling problem arising in demand response management in smart grid. Consumers send in power requests with a flexible set of timeslots during which their requests can be served. For example, a consumer may request the dishwasher to operate for one hour during the periods 8am to 11am or 2pm to 4pm. The grid controller, upon receiving power requests, schedules each request ...

متن کامل

Energy Consumption Scheduling in a Smart Grid Including Renewable Energya Smart Grid Including Renewable Energy

Smart grids propose new solutions for electricity consumers as a means to help them use energy in an efficient way. In this paper, we consider the demand-side management issue that exists for a group of consumers (houses) that are equipped with renewable energy (wind turbines) and storage units (battery), and we try to find the optimal scheduling for their home appliances, in order to reduce th...

متن کامل

ذخیره 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 Access

سال: 2017

ISSN: 2169-3536

DOI: 10.1109/access.2016.2620341