A Two Level Feedback System Design to Regulation Service Provision

نویسندگان

  • Bowen Zhang
  • John Baillieul
چکیده

Demand side management has gained increasing importance as the penetration of renewable energy grows. Based on a Markov jump process modelling of a group of thermostatic loads, this paper proposes a two level feedback system design between the independent system operator (ISO) and the regulation service provider such that two objectives are achieved: (1) the ISO can optimally dispatch regulation signals to multiple providers in real time in order to reduce the requirement for expensive spinning reserves, and (2) each regulation provider can control its thermostatic loads to respond the ISO signal. It is also shown that the amount of regulation service that can be provided is implicitly restricted by a few fundamental parameters of the provider itself, such as the allowable set point choice and its thermal constant. An interesting finding is that the regulation provider’s ability to provide a large amount of long term accumulated regulation and short term signal tracking restrict each other. Simulation results are presented to verify and illustrate the performance of the proposed framework.

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Design of Reliability Insurance Scheme Based on Utility Function for Improvement of Distribution Grid Reliability

The regulatory schemes currently used for reliability improvement have weaknesses in the provision of quality services based on the customers’ perspective. These schemes consider the average of the service as a criterion to incentivize or penalize the distribution system operators (DSOs). On the other hand, most DSOs do not differentiate electricity services at the customer level, due to the st...

متن کامل

A Clinical Quality Feedback Loop Supported by Mobile Point of Care (POC) Data Collection

A POC clinical information system was designed and deployed on a Motion tablet to allow data collection at the bedside by specialist auditors. Collected data is then stored in a Microsoft SQL Server Environment in real time, allowing immediate feedback through corporate level reporting. The reporting framework consists of self-service non-interactive reports and scorecards, and self-service int...

متن کامل

Evaluation of Status of Feedback in Clinical Education from the Viewpoint of Nursing and Midwifery Professors and Students and Relevant Factors

Background & Aim: The main goal of each educational system is successful implementation of the learning process. One of the tools used to achieve this goal is providing effective feedback to students during the learning process. Since clinical education forms majority of medical sciences education (e.g., nursing and midwifery), providing feedback to students during clinical education is of para...

متن کامل

A Benders' Decomposition Method to Solve Stochastic Distribution Network Design Problem with Two Echelons and Inter-Depot Transportation

 In many practical distribution networks, managers face significant uncertainties in demand, local price of building facilities, transportation cost, and macro and microeconomic parameters. This paper addresses design of distribution networks in a supply chain system which optimizes the performance of distribution networks subject to required service level. This service level, which is consider...

متن کامل

Effects of Receiving Corrective Feedback through Online Chats and Class Discussions on Iranian EFL Learners' Writing Quality

Giving corrective feedback (CF) is an essential part of the teaching and learning process, and the way it should beneficially be done has been the focus of attention for numerous researchers especially when traditional ways of CF provision are not possible, particularly in rare situations such as outbreaks of diseases. This study investigated how different ways of giving feedback; namely, throu...

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

عنوان ژورنال:
  • CoRR

دوره abs/1301.6386  شماره 

صفحات  -

تاریخ انتشار 2013