In this paper we present a methodology to optimize the operating conditions of heating, ventilation and air conditioning (HVAC) plants to achieve a higher energy efficiency in use. Semi-empiric numerical models of the plant components are used to predict their performances as a function of their set-point and the environmental and occupied space conditions. The optimization is performed through a graph-based algorithm that finds the set-points of the system components that minimize energy consumption and/or energy costs, while matching the user energy demands. The resulting model can be used with systems of almost any complexity, featuring both HVAC components and energy systems, and is sufficiently fast to make it applicable to real-time setting.

1.
D.
Di Bona
,
E.
Jannelli
,
M.
Minutillo
, and
A.
Perna
,
International Journal of Hydrogen Energy
36
,
7763
7770
(
2011
).
2.
E.
Jannelli
,
M.
Minutillo
,
R.
Cozzolino
, and
G.
Falcucci
,
Energy
65
,
240
249
(
2014
).
3.
A. L.
Facci
,
L.
Andreassi
, and
S.
Ubertini
,
Energy
66
,
387
400
(
2014
).
4.
K. F.
Fong
,
V. I.
Hanby
, and
T.-T.
Chow
,
Energy and Buildings
38
,
220
231
(
2006
).
5.
A.
Kusiak
,
M.
Li
, and
F.
Tang
,
Applied Energy
87
,
3092
3102
(
2010
).
6.
V.
Vakiloroaya
,
Q.
Ha
, and
B.
Samali
,
Automation in Construction
31
,
176
185
(
2013
).
7.
D.
Chiappini
,
S.
Ubertini
,
A. L.
Facci
, and
L.
Tribioli
,
Journal of Fuel Cell Science and Technology
8
,
031015
(
2011
).
8.
A. L.
Facci
,
L.
Andreassi
,
S.
Ubertini
, and
E.
Sciubba
,
Energy Procedia
45
,
1295
1304
(
2014
).
9.
A. L.
Facci
,
L.
Andreassi
,
F.
Martini
, and
S.
Ubertini
, “Optimization of chcp operation strategy: Cost vs primary energy consumption minimization,” in
ASME 2013 International Mechanical Engineering Congress and Exposition
,
American Society of Mechanical Engineers
,
2013
.
10.
A. L.
Facci
,
L.
Andreassi
,
F.
Martini
, and
S.
Ubertini
,
Journal of Energy Resources Technology
136
,
032001
(
2014
).
This content is only available via PDF.
You do not currently have access to this content.