Enlightening Customers on Merits of Demand-Side Load Control: A Simple-But-Efficient-Platform

The impressive advantages offered by of demand-side participation have accelerated deployment of demand response (DR) programs. However, the first step to attain the benefits of DR programs is to increase awareness level of the customers. This paper proposes a simple-but-efficient platform to enligh...

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Veröffentlicht in:IEEE access 2020, Vol.8, p.193238-193247
Hauptverfasser: Teimourzadeh, Saeed, Tor, Osman Bulent, Cebeci, Mahmut Erkut, Bara, Adela, Oprea, Simona Vasilica, Kisakurek, Sabri Murat
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container_end_page 193247
container_issue
container_start_page 193238
container_title IEEE access
container_volume 8
creator Teimourzadeh, Saeed
Tor, Osman Bulent
Cebeci, Mahmut Erkut
Bara, Adela
Oprea, Simona Vasilica
Kisakurek, Sabri Murat
description The impressive advantages offered by of demand-side participation have accelerated deployment of demand response (DR) programs. However, the first step to attain the benefits of DR programs is to increase awareness level of the customers. This paper proposes a simple-but-efficient platform to enlighten the costumers on manifested merits of demand-side load control. The proposed platform is a web-based application which acquires the load profile of the customer, associated flexible appliances, and the customer preferences for using the appliances. In turn, presents the optimal operation schedule for flexible appliances and attained benefits from using the optimal schedule. To calculate the optimal operation schedule, a mixed-integer linear optimization model is devised where the decision variables are settings of flexible appliances, charge/discharge status and amount of storage device, charge/discharge status, and amount of electrical vehicle. The devised optimization engine is linked to a database to acquire required data for optimization which encompasses historical data for customer load, forecasts of renewables, ratings of customers' flexible appliances, and subjected energy tariff. The attained optimal scheduling for the customer is then returned to the database. On the other hand, the database is linked to the web-based user interface to get the user preferences (write to the database) and represent the recommendation for optimal operation and attained benefits (read from database). To manage the links between web-based user interface, database, and optimization tool, proper linking application programming interfaces (APIs) are devised. The proposed platform is testified using real-world data and its effectiveness is assured by experimental studies.
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source IEEE Open Access Journals; DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals
subjects community aggregator
Customers
Discharge
Distribution systems
Electric appliances
Engines
Home appliances
Load modeling
Mixed integer
Optimal scheduling
Optimization
renewable energies
Schedules
smart home
User interface
User interfaces
title Enlightening Customers on Merits of Demand-Side Load Control: A Simple-But-Efficient-Platform
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