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IEEE TRANSACTIONS ON SMART GRID 1
An Optimal Dispatch Algorithm for Managing
Residential Distributed Energy Resources
Hossein Karami, Mohammad Javad Sanjari, Seyed Hossein Hosseinian, Senior Member, IEEE, and
G. B. Gharehpetian, Senior Member, IEEE
Abstract—This paper deals with a residential hybrid
thermal/electrical grid-connected home energy system, including
a fuel-cell with combined heat and power (CHP) and a battery as
energy storage system (ESS). A day-ahead scheduling algorithm
for managing different resources is developed to generate an effi-
cient look-up table that determines an optimal operation schedule
for the distributed energy resources at each time interval, so that
the operation cost of a smart house is minimized. The impact of
the electricity tariff and the efficiency of the energy storage system
are considered when optimizing the operation schedules.
Index Terms—Battery efficiency, combined heat and power
(CHP) system, electricity tariff, scheduling optimization, smart
home.
NOMENCLATURE
Fuel cell startup cost.
Fuel cell shut down cost.
Maximum limit of fuel cell generated power.
Minimum limit of fuel cell generated power.
Upper limit of ramp rate of fuel cell.
Lower limit of ramp rate of fuel cell.
T Length of time interval.
Initial energy available in battery.
Available energy in battery.
Efficiency of battery charging.
Efficiency of battery discharging.
Maximum energy limit of battery.
Minimum energy limit of battery.
Maximum limit of battery charging rate.
Maximum limit of battery discharging rate.
Maximum value of utility purchasing
electricity cost per kW.
Cost of purchasing natural gas per kW.
Total cost of fuel cell.
Manuscript received June 19, 2013; revised July 28, 2013, November 01,
2013, January 16, 2014, and March 19, 2014; accepted April 30, 2014. Paper
no. TSG-00463-2013.
The authors are with the Department of Electrical Engineering, Amirkabir
University of Technology, Iran (e-mail: hkp6785@gmail.com; m_j_san-
jari@aut.ac.ir; hosseinian2001@yahoo.com; grptian@aut.ac.ir).
Color versions of one or more of the figures in this paper are available online
at http://ieeexplore.ieee.org.
Digital Object Identifier 10.1109/TSG.2014.2325912
Total cost of utility.
Total cost of battery.
Total cost of purchasing gas.
Heat power produced by fuel cell.
Electrical power produced by fuel cell.
Efficiency of fuel cell.
Heat power produced directly from gas.
Normalized price of electricity tariff.
Purchased power from utility by home.
Operation and maintenance cost of battery per
kW.
Output power of battery.
Electrical load demand.
Thermal load power.
Part Load Ratio.
Electrical to thermal power ratio of fuel cell.
Number of interval that appears as variables
subscript and indicates value of that variable
in -th interval.
I. INTRODUCTION
E
LECTRICAL and thermal demands in a home energy
system can be provided by cogeneration systems. The
Combined Heat and Power (CHP) system is a major part of the
integrated energy system. A large number of studies around the
world have been devoted to studying its application in energy
systems [1]–[6].
CHP has been technologically promoted in recent years. An-
other side is the problem of establishing experimental blocks,
which has been facilitated by setting up appropriate policies
[7]–[9].
The use of CHP systems for residential loads will be in-
creased if economic operation of the integrated energy system
is studied well. Economic operation of a fuel cell (FC)-based
CHP system has been studied in [9], [10], in which results of
four cases with different recovery heat dispatching have been
compared. A combined cooling, heating and power (CCHP)
system including a gas turbine and batteries has been inves-
tigated in [11]. Its results show that the CCHP system with
storage device has great advantages. It has also been demon-
strated that efficiency of the system decreases gradually with
load reduction; however, the system operation cost has not
been considered.
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