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Advances in Intelligent Systems and Computing 982
Vera Murgul
Marco Pasetti Editors
International Scientific
Conference Energy
Management of Municipal
Facilities and Sustainable
Energy Technologies
EMMFT 2018
Volume 1
Advances in Intelligent Systems and Computing
Volume 982
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Nikhil R. Pal, Indian Statistical Institute, Kolkata, India
Rafael Bello Perez, Faculty of Mathematics, Physics and Computing,
Universidad Central de Las Villas, Santa Clara, Cuba
Emilio S. Corchado, University of Salamanca, Salamanca, Spain
Hani Hagras, Electronic Engineering, University of Essex, Colchester, UK
László T. Kóczy, Department of Automation, Széchenyi István University,
Gyor, Hungary
Vladik Kreinovich, Department of Computer Science, University of Texas
at El Paso, El Paso, TX, USA
Chin-Teng Lin, Department of Electrical Engineering, National Chiao
Tung University, Hsinchu, Taiwan
Jie Lu, Faculty of Engineering and Information Technology,
University of Technology Sydney, Sydney, NSW, Australia
Patricia Melin, Graduate Program of Computer Science, Tijuana Institute
of Technology, Tijuana, Mexico
Nadia Nedjah, Department of Electronics Engineering, University of Rio de Janeiro,
Rio de Janeiro, Brazil
Ngoc Thanh Nguyen, Faculty of Computer Science and Management,
Wrocław University of Technology, Wrocław, Poland
Jun Wang, Department of Mechanical and Automation Engineering,
The Chinese University of Hong Kong, Shatin, Hong Kong
The series “Advances in Intelligent Systems and Computing” contains publications
on theory, applications, and design methods of Intelligent Systems and Intelligent
Computing. Virtually all disciplines such as engineering, natural sciences, computer
and information science, ICT, economics, business, e-commerce, environment,
healthcare, life science are covered. The list of topics spans all the areas of modern
intelligent systems and computing such as: computational intelligence, soft comput-
ing including neural networks, fuzzy systems, evolutionary computing and the fusion
of these paradigms, social intelligence, ambient intelligence, computational neuro-
science, artificial life, virtual worlds and society, cognitive science and systems,
Perception and Vision, DNA and immune based systems, self-organizing and
adaptive systems, e-Learning and teaching, human-centered and human-centric
computing, recommender systems, intelligent control, robotics and mechatronics
including human-machine teaming, knowledge-based paradigms, learning para-
digms, machine ethics, intelligent data analysis, knowledge management, intelligent
agents, intelligent decision making and support, intelligent network security, trust
management, interactive entertainment, Web intelligence and multimedia.
The publications within “Advances in Intelligent Systems and Computing” are
primarily proceedings of important conferences, symposia and congresses. They
cover significant recent developments in the field, both of a foundational and
applicable character. An important characteristic feature of the series is the short
publication time and world-wide distribution. This permits a rapid and broad
dissemination of research results.
Editors
International Scientific
Conference Energy
Management of Municipal
Facilities and Sustainable
Energy Technologies
EMMFT 2018
Volume 1
123
Editors
Vera Murgul Marco Pasetti
Moscow State University of Civil Department of Information Engineering
Engineering Università degli Studi di Brescia
Moscow, Russia Brescia, Italy
This Springer imprint is published by the registered company Springer Nature Switzerland AG
The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
v
vi Preface
proofreader. The fourth stage involved a scientific review made by at least three
reviewers, using double-blind review method. If opinions of the reviewers were
radically different, additional reviewers were appointed.
The members of our organizing committee express their deep gratitude to the
team of “Advances in Intelligent Systems and Computing” journal and to the
editorial department of Springer Nature publishing house for publication of
EMMFT 2018 conference proceedings.
Organization
vii
viii Organization
xi
xii Contents
Renewable Energy
Effect of Demand Tariff Schemes in Presence of Distributed
Photovoltaic Generation and Electrical Energy Storage . . . . . . . . . . . . . 201
Beatrice Marchi, Marco Pasetti, and Simone Zanoni
A New Photovoltaic Current Collector Optimizer to Enhance
the Performance of Centralized Inverter Topologies . . . . . . . . . . . . . . . 216
Ahmed Refaat and Nikolay Korovkin
Contents xiii
Transportation Engineering
Interoperability of Railway Infrastructure in the Republic of Serbia . . . 281
Luka Lazarević, Zdenka Popović, and Nikola Mirković
Assessment of Sleeper Stability in Ballast Bed Using Micro-tremor
Sampling Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 290
Luka Lazarević and Dejan Vučković
Modeling of Multi-agent Voltage Control in Distribution Electric
Networks of Railways . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 300
Evgeny Tretyakov, Vasily Cheremsin, and Grigory Golovnev
Oscillation Process of Multi-support Machines When Driving
Over Irregularities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307
Sergey Ovsyannikov, Evgeniy Kalinin, and Ivan Koliesnik
Development of the Logistical Model for Energy Projects’
Investment Sources in the Transport Sector . . . . . . . . . . . . . . . . . . . . . . 318
Olga Kalinina, Snezhana Firova, Sergey Barykin, and Irina Kapustina
Modeling of Railway Track Sections on Approaches
to Constructive Works and Selection of Track Parameters
for Its Normal Functioning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 325
Alexey Loktev, Vadim Korolev, Irina Shishkina, Lidia Chernova,
Pavel Geluh, Alexander Savin, and Daniil Loktev
Calculation of Heat Distribution of Electric Heating Systems
for Turnouts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 337
Boris Glusberg, Alexey Loktev, Vadim Korolev, Irina Shishkina,
Diana Alexandrova, and Dmitri Koloskov
xiv Contents
1 Introduction
The study investigates the influence of PCMs on indoor temperature for several
buildings. In particular, it has been investigated whether a PCM layer may effectively
reduce the indoor temperature, and it has been evaluated the influence of PCMs phase
change temperature and thickness. The study analyzes the results of numerical simu-
lations performed with the Energy-Plus software. Given a solar radiation distribution
[29], the indoor temperature over a period of time of three months is shown and
analyzed.
Fig. 1. Structures analyzed in the study: light (L), medium density (M) and massive (H).
A building situated in Brescia (Italy) has been considered: it is rectangular and its
dimensions are 8 m 10 m 3 m with the long side facing south. The building has
not windows. Thermal resistance and heat capacity of the walls has been varied: the
three structures shown in Fig. 1 have been considered and they are classified as light
density structure (L), medium density structure (M), and massive-heavy density
structure (H). For each structure three different thermal transmittance values (U) have
been chosen. As reported in Table 1, the total thickness of the walls has been main-
tained constant, but the thermal conductivity (k) of the insulating layers has been
varied.
6 M. Neri et al.
1 1
U¼ ¼ Xn si
R 1 1
þ þ i¼1 ki
he hi
where R is the thermal resistance of the wall, s is the thickness of the layer, k is the
thermal conductivity, hi and he are the heat transfer coefficients (that take into account
both convection and thermal radiation) on the internal and external surfaces. According
to [30] for the Brescia district he and hi coefficients are 25 W/m2 K and 7.7 W/m2 K
respectively.
In the following, each case is identified by an acronym where the first letter indi-
cates the structure, and the second letter indicates the thermal transmittance: structures
identified with letter A are characterized by U = 0.21 W/m2 K, structures B are
characterized by U = 0.32 W/m2 K, structures C are characterized by U = 0.56
W/m2 K. For example, structures LA, LB and LC are the three cases analyzed for the
light structure. According to Fig. 1 and Table 2, it is supposed to install the PCM layer
only on the vertical walls, while roofs and floor do not contain PCMs. One floor and
two roofs have been considered: one roof is for the light structure (L), and one roof is
for the medium (M) and the massive (H) structures.
Meteorological data from the 21st of June to the 21st of September for Brescia
(Italy) district collected in [29] have been used, that are, the average ambient tem-
perature T = 33 °C, the maximum daily temperature variation DT = 10.9 °C, the direct
solar radiation Edr = 7.4 MJ/m2, the diffuse solar radiation Edf = 17 MJ/m2, the global
solar radiation Egl = 24.4 MJ/m2, and the incident radiation on horizontal plane
Ih = 282 W/m2.
In the analysis, four BioPCM [31] materials have been considered. Their entalpy-
temperature curves are reported in Table 3. The Q21 material is characterized by a
phase change temperature equal to 21 °C and by a latent heat of 55 kJ/kg, while these
two values are 25 °C and 202 kJ/kg for Q25, 27 °C and 135 kJ/kg for Q27, 29 °C and
261 kJ/kg for Q29.
By comparing the temperature distribution obtained for the different materials
reported in Figs. 3, 4 and 5, it has been possible to evaluate whether and how the phase
change temperature affects the indoor temperature. To investigate the influence of the
thickness of the PCM layer, numerical simulations have been performed on the light
structure (L) and the thickness of the PCM layer has been set equal to 1.1 cm as in the
simulation just described, and 2.1 cm respectively (indicated with * in the following),
and temperatures are shown in Fig. 6. In Figs. 3, 4, 5 and 6, the area in yellow
represents the indoor comfort zone, that is, the range of temperature (21 °C–25 °C) that
does not require the use of cooling/heating systems.
Computational Analysis of the Influence of PCMs 7
Table 1. Properties of the layers for the different structures: s is the thickness of the layer, k is
the thermal conductivity, q the density and c the specific heat. R and U are the thermal resistance
and the thermal transmittance of the wall respectively.
Light
LA LB LC
Layer s [cm] k q c s k s k
[W/mK] [Kg/m3] [J/kgK] [cm] [W/mK] [cm] [W/mK]
Plaster 1,5 0,65 1100 840 1,5 0,65 1,50 0,65
Plywood 1,3 0,41 460 1880 1,3 0,41 1,30 0,41
Vapour barrier 0,5 0,23 - - 0,5 0,23 0,50 0,23
Frame and 15,2 0,034 10 1470 15,2 0,06 15,2 0,11
insulation
Plywood 1,3 0,09 460 1880 1,3 0,09 1,30 0,09
BioPCM 1,1 2,3 235 1970 1,1 2,30 1,10 2,30
Plasterboard 1,3 3,3 640 1150 1,3 3,30 1,30 3,30
Rp= Rp= Rp=
R 4,87 R 3,13 R 1,77
[m2K/W]= [m2K/W]= [m2K/W]=
U 0,21 U 0,32 U 0,57
[W/m2K]= [W/m2K]= [W/m2K]=
Medium
MA MB MC
Layer s [cm] k q c s [cm] k [W/mK] s [cm] k
[W/mK] [Kg/m3] [J/kgK] [W/mK]
Plaster 1 0,72 1860 840 1 0,72 1 0,72
EPS 9 0,034 25 1400 9,00 0,06 9,00 0,11
Concrete 20 2 2400 1000 20 2 20 2
EPS 6 0,034 25 1400 6 0,055 6 0,111
BioPCM 1,1 0,2 235 1970 1,1 0,2 1,1 0,2
Plasterboard 1,3 0,16 640 1150 1,3 0,16 1,3 0,16
Rp= Rp= Rp=
R 4,83 R 3,13 R 1,77
[m2K/W]= [m2K/W]= [m2K/W]=
U 0,21 U 0,32 U 0,57
[W/m2K]= [W/m2K]= [W/m2K]=
Massive - Heavy
HA HB HC
Layer s [cm] k q c s [cm] k [W/mK] s [cm] k
[W/mK] [Kg/m3] [J/kgK] [W/mK]
Plaster 1,5 0,72 1860 840 1,5 0,72 1,5 0,72
XPS 12 0,03 35 1400 12 0,0536798 12 0,134
Brick 50 0,73 1910 840 50 0,73 50 0,73
BioPCM 1,1 0,2 235 1970 1,1 0,2 1,1 0,2
Plaster 1 0,72 1860 840 1 0,72 1 0,72
Rp= Rp= Rp=
R 4,94 R 3,18 R 1,84
[m2K/W]= [m2K/W]= [m2K/W]=
U 0,20 U 0,31 U 0,54
[W/m2K]= [W/m2K]= [W/m2K]=
8 M. Neri et al.
Table 2. Properties of the roof and the floor: s indicate the thickness, k is the thermal
conductivity, q the density and c the specific heat of the layer.
Floor
Layers s [cm] k [W/mK] q [Kg/m3] c [J/kgK]
Ceramics 1,5 1,2 2000 850
Concrete 6 0,42 1200 840
Bitumen 10 0,23 1100 1000
XPS 8 0,034 35 1400
Light concrete 1,3 0,09 460 1880
Concrete 25 2,3 2300 1000
Roof (light structure)
Layers s [cm] k [W/mK] q [Kg/m3] c [J/kgK]
Bitumen 2 0,43 1600 1000
Concrete 4 0,41 1200 840
Rubber 0,2 0,17 1500 1470
Roockwool 14 0,036 90 1030
Vapour barrier 1 - - -
Plywood 1,9 0,1 450 1880
Roof (medium and massive structures)
Layers s [cm] k [W/mK] q [Kg/m3] c [J/kgK]
Bitumen 2 0,43 1600 1000
Concrete 4 0,41 1200 840
Rubber 0,2 0,17 1500 1470
Roockwool 14 0,036 90 1030
Vapour barrier 1 - - -
Concrete 10 2,3 2300 1000
Plaster 1 0,72 1860 840
George Whitefield.
AN
A N S W ER
TO
SECOND LETTER
TO
Romans x. 1, 2, 3.
A
SECOND LETTER
TO THE
My Lords,
But, my Lords, what can this author mean by writing thus? for
supposing the practice of itinerant preaching was primarily
occasioned by the low talents of many incumbents in the more early
days of the reformation, does it therefore follow, that there can be no
other just cause assigned for itinerant preaching now? What if the
generality of the present incumbents depart from the good old
doctrines that were preached in the more early days of the
reformation, and notwithstanding their liberal education, make no
other use of their learning but to explain away the articles and
homilies, which they have subscribed in the grammatical and literal
sense? Is it not necessary, in order to keep up the doctrines, and
thereby the real dignity of the church, that either the clergy thus
degenerated, should be obliged to read the homilies as formerly, and
to preach consistently therewith; or that those who do hold the
doctrines of the reformation, should go about from place to place,
and from county to county, nay from pole to pole, if their sphere of
action extended so far, to direct poor souls that are every-where
ready to perish for lack of knowledge, into the right way which
leadeth unto life? That this is the case between the established
clergy and these itinerant preachers, will appear presently; and how
then can this author charge them with making it their principal
employ, wherever they go, to instil into the people a few favourite
tenets of their own? Has the author followed them wherever they
have preached, that he asserts this so confidently concerning them?
Is it not to be wished that he had at least taken care to have been
better informed? for then he would have saved himself from the guilt
of a notorious slander. Is it not evident to all who hear them, that the
favourite tenets which the itinerant preachers make it their principal
employ to instil into people’s minds wherever they go, are the great
doctrines of the reformation, homilies and articles of the church?
such as “Man’s bringing into the world with him a corruption which
renders him liable to God’s wrath and eternal damnation: That the
condition of man after the fall of Adam, is such that he cannot turn
and prepare himself, by his own natural strength and good works, to
faith and calling upon God: That we are accounted righteous before
God, only for the merit of our Lord and Saviour Jesus Christ by
faith, and not for our own works or deservings: That they are to be
accursed, who presume to say, that every man shall be saved by the
law or sect which he professeth, so that he be diligent to frame his
life according to that law, and the light of nature.” These, my Lords,
are some of the favourite tenets of these itinerant preachers. Their
others are like unto them. Can these, my Lords, be properly called
their own? Or ought it not to be the principal employ of every true
minister, wherever he goes, to instil such tenets, and that too with
the utmost diligence and zeal, into the people’s minds? Does not a
great part of christianity depend on them? And are not all
pretensions to a true christian life, without a belief of these tenets,
vain and ineffectual? May not these itinerant preachers therefore
complain unto your Lordships of this anonymous author, as
Mephibosheth complained to David of treacherous Ziba? Doubtless
he hath slandered them. And wherefore does he speak so
contemptuously of itinerant preachers? Is it not an amiable and
honourable character? And may I not take the freedom of
acquainting your Lordships, that if all the Right Reverend the
Bishops did their duty, (especially my Lord of London, whose diocess
is of such a vast extent) they would all of them long since have
commenced itinerant preachers too?
His 5th and 6th queries, page the 10th, are like unto them. They
run thus, “Whether those exalted strains in religion, and an
imagination of being already in a state of perfection, are not apt to
lead men to spiritual pride, and to a contempt of their fellow-
christians; while they consider them as only going on in what they
account the low and imperfect way,” (i. e. as growing in grace and
goodness only by degrees)? And again, “whether the same exalted
strains and notions do not tend to weaken the natural and civil
relations among men, by leading the inferiors, into whose heads
those notions are infused, to a disesteem of their superiors; while
they consider them as in a much lower dispensation than
themselves; though those superiors are otherwise sober and good
men, and regular attendants on the ordinances of religion?”
In the mean while, I dare challenge this author, and the whole
world, to produce any passage out of my writings, wherein I have
taught any other christianity, than what, through the aids of the
Blessed Spirit, is practicable by all persons in all conditions; or that I
ever preached otherwise than “That the performance even of the
lowest offices of life as unto God, whose providence has placed
people in their several stations, is truly a serving of Christ, and will
not fail of its reward (though not of debt, yet of grace) in the next
world.” Neither did I ever imagine that I had attained, or was already
perfect, or taught persons to imagine that they were so: no, I expect
to carry a body of sin and death about with me as long as I live, and
confess from my inmost soul, that I am the chief of sinners, and less
than the least of all saints: I am so far from thinking that an
imagination that we are already in a state of perfection, is only apt to
lead men into spiritual pride, that I condemn it as the very
quintessence and highest degree of it. And the more we are
conformed to the divine image, the more exact I believe we shall be
in keeping up our natural and civil relations among men, in giving all
honour to whom honour is due, and in lowliness of mind esteeming
each other better than ourselves. And if so, my Lords, may not the
author, for thus charging these itinerants in general without
distinction, be justly stiled a libeller? And how will he undertake to
prove, that any one of these itinerant preachers in particular, carries
christianity to any greater heighth than he himself does, query 13th,
page 16, where in speaking of the Holy Spirit, he has these words,
“Whose peculiar office it is, to season the heart with humility, and to
root out of it the seeds (what is that but the very inbeing?) of pride
and vain-glory.”
It is true, our author would appear an advocate for both; but does
not his third query, page 9th, plainly prove him a real friend to
neither; especially the latter? He there asks, “whether in particular,
the carrying the doctrine of justification by faith alone to such a
heighth, as not to allow, that a careful sincere observance of moral
duties is so much as a condition of our acceptance with God, and of
our being justified in his sight; whether this I say, does not naturally
lead people to a disregard of those duties, and a low esteem of
them; or rather to think them no part of the christian religion?” It is
plain from hence, that one of these extremes to which these
itinerants exalt christianity, and whereby it’s queried, whether they do
service or disservice to religion, “is their carrying the doctrine of
justification by faith alone to such a height, as not to allow that a
careful and sincere observance of moral duties is so much as a
condition of our acceptance with God, and of our being justified in
his sight.” Our author it seems is for another way of salvation, query
5th, page 10th, viz., “for men’s gradually working out their own
salvation, by their own honest endeavours, and through the ordinary
assistances of God’s grace; with a humble reliance upon the merits
of Christ for the pardon of their sins and the acceptance of their
sincere, though imperfect services.” This is our common divinity. This
is what my Lord of London in his last pastoral letter against luke-
warmness and enthusiasm, exhorted his clergy to preach. But how
contrary is all this to the articles and homilies of our church? For
what says the 11th article? “We are accounted righteous before
God, only for the merit of our Lord and Saviour Jesus Christ by
faith, and not for our own works or deservings. Wherefore that we
are justified by faith only is a most wholsome doctrine, and very full
of comfort, as more largely is expressed in the homily of
justification.”