-
UDK 62(05):86210:30 CODEN STJSAO rssN 0s62-t887
Casopis za teori ju i praksu u strojarstvu : Journal for Theory
and Appli-cetion in Mechanical Engineering = Xypna.n Anfl Mrruf,f
,ocrponre.lrnoiTeopf,f , r trprrcrf,rcf, = Zeitschri f t zur
Theorie und Praxis des Maschinenwesens
Godi5te (Volume) 49
zx47an320-1326Zagreb, studeni-prosinac (November-December)
2007.
Broj (Number)
Stranica (Page) 405492
SadrZaj
Dana5nja i bududa uloga plina u energeticiRePublike
llrvatske
M. sunii
Odabir optimalnog pristupa odredivanjumetodologije Tarifoog
sustava za toplinarskedjelafirosti (1320)
E. Banovac, Z. Bogdan i I. Kuzle
Metodologij a utwdivanj a naknade prikljudenja natoplinsku mreZu
(132L)
M. Klepo, M. Kostelac iA. Curkovii
Model za odredivanj e pokaz atelja pouzdanostidistribucij ske
mreZe za razliEite scenarij etoancij skih ulaganja (1322)
V Komen
Parametri Ena analiza ko- generacij sko g sustava s
astirlingovim motorom ( I 323)
U. Stritih, G. Zupan i V Butala
Poveianj e energetske efkasnosti ugradnj om novihplinskih
uredaja (1324)
M. Sunit i N. Kutatlj
Aktualno stanje ADRIA LNG projekta (1325)S. Kojundiit iAndreja
Ana Lopac
Stanj e i rcnr oj pravno-institucij sko g ofu ta zapoticanje
obnovljivih izvora energije (OIE) ikogeneracije u Republici
Hrvatskoj (1326)
I. Raguzin 469
rN MEMORTAM 477; OSVRTT r MTSLJENJA 479;ZBIRNI SADRZAJ 480
431
409
421
44r
461
Contents
PresentAnd Future Role of Gas in EnergyIndustry of the Republic
of Croatia
M. Sunic
Choosing the OptimalApproach to Defoe theMethodology of a
TariffSystem for ThermalEnergy Activities ( 1 320)
E. Banovac, Z. Bogdan and I. KuzleMethodology of Charges for
Connection to ThermalNetworks (1321)
M. Klepo, M. Kostelac andA. Curkovic
A Model for Determination of DistributionNetwork Reliability
Indices for DifferentFinancial Investment Scenarios (1322)
V Komen
Parametrical Analysis of Cogeneration SystemWith Stirling Engine
(1323)
U. Stritih, G. Zupan and V Butala
Energy Effciency Increase by Using New Gas-Fired Equipment
(1324)
M. Suni6 andN. Kulqrlj
ADRTA LNG - Current Situation (1325)S. KojundZit and Andreja Ana
Lopac
State and Development of Legaland InstitutionalFramework for
Promotion of Renewable EnergySources and Cogeneration in the
Republic ofCroatia (1326)
I. Raguzin 469
N \fE\IORL{\{ 477; VIEWS ANDRETROSPECTIO\S 479: CUMULATIVE
SUMMARY 480
42r
431
441
46t
Igor KuzleHighlight
-
CODEN STJSAO ISSN 0562-1887
Casopis za teoriju i praksu u strojarstvu in Mechanical
Engineering )KypHaJ1 npaKTHKII ~ Zeitschrift zur Theorie
- --.----------"-,---"- .. -----,
~ Journal for Theory and Application )l.J1l1 und
M3111UHOCTpOlfTeJlHOH Teopnn n
Praxis des Maschinen wesens
GodiSte (Volume) 49
ZX47011320-1326 Zagreb, studeni-prosinac (November-December)
2007_
Broj (Number) 6
Stranica (Page) 405-482
UrcdniStvo i uprava (Head and Editorial Office): Bcrislaviccva
611,10000 Zagreb, Republic of Croatia; Tclcfon/tc1cfaks +385 (0)1
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brodogradcvni inzcnjcrski savcz (Croatian Union of Mechanical
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Glavni urcdnik (Editor-in-Chiel): Bernard FRANKO VIC Urcdnistvo
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BENC/C, Zarko BUR/C', Bemard FRANKO-VIC, Aleh~mdar GREGUR/C, /vica
LIBR/C', Zelimir ORSAN/C, /:..:,~r SUTLOV/C i/and Srei·ko
TUR/NA
Urednicki odbor (Editorial Board): /1'0 ALFIREV/C' (Zagreb),
Mirko BUTKOV/C (KarlovaL), Vladimir JARIC (Zagreb), Branimir
1"1ILCIC (Zagreb) iland Andrija MULe (Za-greb)
Mcdunurodno urednicko vijece (International Editorial Board):
Vafros/av GRUBfSIC (Fraunhoficr Institllt - Danwitadt, NjefTl~cb),
L)'gmunt HADUCH SUSKl (1..}niversidad de Monterrey - Monterrey,
Meksiko), Branko KATALlN/C (Tehnisehe Universitiit - Wien,
Austri-ja), Elso KULJANlC (University of Udine - Udine, ltalija,
& Tchnicki fakultct - Rijcka, Hrvatska), Adolf SOSTAR (Tehniska
fakulteta - Ma-ribor, Slovenija) i/and Ruman WlELGOSZ (Po!iteehnika
Krakowska -Krakow, Poljska)
Savjet casopisa (Journal Council): Fakultet elektrotehnikc,
strojarstva i brodogradnjc SveuCilista u Splitll
Split (Dinko BEGUS/C, Ljiljana PfUC-RABADAN); Fakultet
stro-jars,tva i brodogradnjc SvcuCilista u Zasr
-
Strojarstvo 49 (6) 409-420 (2007) Eraldo BANOVAC et. ai.,
Choosing the Optimal Approach .. 409
CODEN STJSAO ZX4701I320
ISSN 0562-1887 UDK 621.311:620.9:657.474
Choosing the Optimal Approach to Define the Methodology of a
Tariff System for Thermal Energy Activities
EraMo BANOVAC I), ieljko BOGDAN '>' Igor KUZLE J)
1) Hrvatska energetska rcgulatorna agencija (Croatian Energy
Regulatory Agency), Koturaska 51 HR-I 0000 Zagreb, Republic of
Croatia
2) Fakultct strojarstva i brodogradnje Sveuciliste u Zagrebu,
(Faculty of Mechanical Engineering and Naval Architecture,
University of Zagreb), Ivana Luciea 5 HR-IOOOO Zagreb, Republic of
Croatia
3) Fakultct clcktrotehnike i racunarstva Svcucilistc 11 Zagrebu
(Faculty ofEJectricai Engineering and Computing, University of
Zagreb) Unska 3, HR-I 0000 Zagreb, Republic of Croatia
[email protected]
Keywords Methodology [{uHf elements TarffJ·\}"stem Thermal
energy Usability degree
Klj ucne rijeci wfetodologija Swpanj iskorisfivosli Tarifnf
elementi Tarifnf su.slav Toplinska energija
Primljeno (Received): 2006-05-12 Prihvaceno (Accepted):
2007-02-5
1 Introduction
Original scientific paper
Research of elements important for defining the methodology of a
Tariff system for thennal energy activities is outlined in this
paper. The transparent matrix of tariff models is defined. Original
equations for regulating the annual revenue and calculating the
monthly account for delivered heat by using tariff elements such as
provided power, delivered heat energy and monthly fee, are shown in
the paper. Special attention is paid to the choice ofrnethods for
approving consumption of fuels that are used in heat generation and
the criterion for technical losses, i.e. for referential degrees in
heat distribution and heat generation where technical losses depend
on used fuel type.
Odabir optimalnog pristupa odrcdivanju metodol(!gijc Tarifnog
sustava za toplinarske djelatnosti
Izvomoznanstvcni clanak
U radu je istrazen znacaj odredivanja metodologijc Tarifnog
sustava za top!inarske djelatnosti. Odredena je razvidna matrica
tarifnih modela. Izvcdenc su izYome fonnule za regulaciju
maksimalno dozvoljenog prihoda i izracun mjesecnog racuna preko
tarifnih elemenata za ispomcenu energiju, snagu i mjesecnu naknadu.
Poseban osvrt danje na izbor metode za priznavanje utrosenog
energetskog goriva i postavljanje kriterija za tchnicke gubitke,
tj. za referentne stupnjcve iskoristenosti kod distribucijske mreze
i proizvodnje toplinske energijc gdjc tehnicki gubici ovisc 0 vrsti
energctskog goriva.
Croatian energy legislature [1-3] defines the rules for devising
the methodology of a Tariff system for thern1al
energy activities. The Croatian Energy Regulatory Agency (in
further text: the Regulator) passes the methodology,
or tariff system without the amounts of tariff elements, after
it receives a prior opinion from energy undertakings that periorm
energy activities for which a tariff system
applies and from the Ministry of Economy. In fact, a tariff
system consists of a prescribed methodology for defining tariff
elements and their amounts. The Government of the
Republic of Croatia defines the amount of individual tariff
clements in the tariff systems, upon the proposal of the
Ministry of the Economy (further in text: the Ministry).
An energy undertaking that performs the activities to
which a tariff system applies shall submit a proposal to
the Ministry, which shall then obtain the opinion of the
Regulator.
Choosing the right approach to determine the
methodology is an important problem, because the consequences of
a wrong concept could be serious.
Use of tariff system will determine the business of the thennal
energy sector in Croatia in the following years essentially and
enable its imperative development. The thennal energy sector is
very important for the functioning of society, because thermal
energy is lIsed
for heating, sanitary water heating, or for technological
usage in production. The usage level of thermal energy
-
410 Eraldo BANOVAC et. aI., Choosing the Optimal Approach
...
Symbols/Oznake
c,
CGA ,
CPI,
!1ClIslOlners
F
G
G,
II .1.1
- monthly bill submitted to each customer, HRK
- mjesecni racun koji dobijc potrosae
- real energetic fuel price, HRKlkg, HRKlmJ
- stvarna cijcna energetskog goriva
- amount for covering fixed costs in year I-I, HRK
- iznos za pokrivanje fiksnih troskova u godini I-I
- amount for covering costs of spent energetic fuels in year I,
HRK
- troskovi potrosenog cncrgetskog go-riva u promatranoj
reguJacijskoj godini t
- unit price of concrete fuel from this purchase i, HRKlt,
HRKlkg, HRKlmJ
- jcdinicna cijena pojcdinog goriva za odrcdcl1u nabavu i
- amount for covering variable costs in year I, HRK
- iznos za pokrivanje varijabilnih troskova u godini t
- adjusting factor due to increased number of customers,
HRKJcustomer
- poddavajuci faktor uslijcd porasta broja kupaca
- index of customer prices in ycar t - indcks potrosackih eijena
u godini t
- sales price in year t, HRK - prodajna cijcna u godini t
- difference in number of customers - godisnja razlika broja
kupaca
- fees amount for stimulating renewable sources and cogeneration
usage, regulatory activities and stranded costs, HRK
- iZllos naknada za poticanje obnovJjivih izvora cncrgije i
kogeneracije, obavljanje poslova regulacije energetskih djclatnosti
i naslijedene troskove
- consumption, t, mJ
- potrosnja
- unit quantity of each fuel at onc purchase i, t, kg, m3
- jcdinicna koliCina pojedinog goriva po jednoj nabavi i
- lower calorific value of fucl,kJ/kg,kJ/mJ - donja ogrjcvna
vrij:::dnost goriva
- lower calorific value of each fuel i, MWh/kg, MWh/m J
- donja ogrjcvna vrijednost goriva i
I
I
I,
KC,
N
P
P,
fl.P)
R
RF,
Strojarstvo 49 (6) 409-420 (2007)
- index which marks hour in calculated period
~ indeks koji oznacava sat u obracunskom razdoblju
- inflation index - indeks inflacije
- index of customer prices - indeks potrosackih cijena
- factor of price correction in year t, HRK - faktor korckcije
cijene u godini t
- index which marks total hours number of heating in calculated
period
- indeks koji oznacava ukupan broj sati grijanja U obracunskom
razdobljll
- price, HRKlt, HRKlmJ
- cijena
- price in year t, HRK - cijena u godini t
- Price-cap component, HRK - Price-cap komponcnta
- total thermal energy at disposal for consumption in observed
year t, MWh
- ukupna toplinska encrgija raspo101:iva za potrosnju u godini
t
- delivered heat in year t, MWh - godisnja predana toplina
- monthly delivered heat, MWh - mjesecna predana toplina
- total technical losses in boiler, MWh - ukupni tehnicki
gllbitci II generatom
pare
- total technical losses of hcat in distribution network,
MWh
- ukupni tehnicki gubitci toplinske energije u distribucijskoj
mrcii
- total sum of generated and purchased quantities of heat,
MWh
- sumanla ukupna kolicina proizvedcne i kupljene toplinskc
energije
- rcvenue in year t, HRK - prihod u godini t
- contribution of regulated funds in year I,HRK
- prinos od reguliranih sredstava u godini t
- monthly revenue of a regulated company, HRK
- mjesecni prihod reguliranc tvrtke
- maximal annual revenue in year t, HRK
- rcgulirani maksimalni prihod 1.1 godini t
-
Strojarstvo 49 (6) 409-420 (2007) Eraldo BANOVAC et. aI.,
Choosing the Optimal Approach ... 411
R, - authorized revenue amount of regulated company in year t,
HRK
- autorizirani iznos prihoda regulirane tvrtkc u godini t
R,IS, - revenue per customer in year t, HRK - prihod po kupcu u
godini t
Sshc - standard specific heat consumption, kJIMWh
- standardni specificni utrosak topline po jcdinici proizvcdcne
toplinske energijc
SSC""",.(ud - standard specific cost of energetic fuel for a
certain plant i, HRKlMWh
- standardni specificni trosak energetskog goriva za neko
postrojenjc i
- observed (current) year - promatrana (tekuta) godina
t /lil/h,,.,,,.; - temperature of environment according to
informations of Hydrorneteorologic institute for each hour in
month, °C
- temperatura okoline prema podacima Hidrometeoroloskog zavoda
za svaki sat u mjesccu
t a",/,,,'n'.I"jer{
-
412 Eraldo BANOVAC et. aJ., Choosing the Optimal Approach ...
Strojarstvo 49 (6) 409-420 (2007)
and technologically, as well as cconomically, especially
concerning existing limitations which are the results of an old
distribution network and oflong existing treatment of heating price
as a social category. Using the methodology of a Tariff system for
thermal energy activities has to initiate development and
facilitate modernization of the existing energy infrastructure of a
thermal energy sector and this will have an influence on increasing
energy efficiency and decreasing specific business costs.
2 Determination of possibility for initiative regulatory
acting
Rate-of-return (ROR) and Price-caps regulation (RP-X) are two
basic forms of economic regulation nowadays. Both forms are
oriented (considering theoretically) to achieving the same aims,
but in different ways. The aims presume efforts of a regulatory
body to limit the strength of natural monopolies, impede
realization of extra-profits by regulated power companies, and
prevent unjustified increase of energy prices as well as prices of
related services. Rate-of-return regulation is an older form of
economic regulation, very often llsed for regulation of public
services, primarily in the USA. It is also called Cost-of-service
regulation, because the regulatory body recognizes only costs that
are necessary to offer customers good quality service. The
principle of this regulation is simple, because costs recognized by
a regulatory body are added to the energy basic price. When a
certain capital investment level is achieved, a regulatory body
determines an acceptable return rate of invested capital on the
basis of which a regulated power company realizes adequate profit.
Regulated companies are allowed to realize profit to cover business
expenses increasing with fixed profit rate on invested funds -
which corresponds to capital expense. Consequently, covering
business costs increased by a reasonable profit rate determined by
a regulatory body should be accepted. It is clear from the
preceding explanation why this fom1 of regulation is also called
"regulation by return rate". The main objection to regulation by
return rate is that it does not give enough initiative for
regulated companies to decrease their costs more significantly.
Furthermore, another objection is the lack of initiative to improve
business efficiency. It is overcome successfully by using the
so-called PBR regulation (Performance Based Regulation), which
means using difTerent Price-caps/Revenue-caps equations and
represents a successful newer fonn of regulation used by the
majority of regulatory authorities worldwide. A lot of papers lrom
this field have been published'. The roots of this form of
regulation date lrom the eighties of the twentieth century, when
the British Government realized
I Valuable titles to access the field of PBR are [4-(lJ.
efficient privatization of companies which carried out the most
important public services'- Soon after establishing
Price-caps/Revenue-caps regulation it was detennined that regulated
power companies accept the advantages of a regulatory realized
benchmark which had been used during specific regulatory period
over years. It manifested itself in such a way that this approach
resulted in decreasing business costs, particularly operational
costs. Power companies decreased costs essentially and realized
financial savings. That regulation was used mostly by the regulator
for regulating the energy activities which were considered as
natural monopolies, or which were carned out as public services in
Great Britain, the innovator of the previously-mentioned
regulation. It related to regulated companies which had been the
owners of transmission or distribution networks in electricity
power sector as well as electricity supply for tariff customers. A
typical Price-cap equation directed at price maximization has the
following form:
maxC, = (I + CPI, -X,)-maxC,_, - KC, (I)
In (I) t is observed (current) year, and t - I is the previous
year, in a regulatory period which usually covers a period of
three, four or five years. Further, max C
t is
sales price in year t, max Ct
_1 is sales price in previous
year t - 1, CPlt is index of customer prices in year t, X,
is
efficiency coefficient in year t, and KC, is factor of price
corrcction in year t which is added because of calculation of those
costs on which regulated power company can not influence.
Revenue-cap equation, with which observed year level is
determined R - authorized revenue amount , of regulated company,
starts from realized revenue In previous year R
t_
1 and has a general form as follows:
R, = {[ R,_, + (CGA,' LlCustomers )J(I + I - X)} ± Z (2)
where t is observed (current) year, and /- I is previous year,
in a certain regulatory period. CGA
I is the adjusting
factor due to increased number of customers (HRKI customer),
f:..CustomersJ is difference in number of
cllstomers, 1 is inflation index, Xis efficiency coefficient
determined by the regulatory body, and Z is correction for
non-planned events·!.
1 Those companies arc: British Telecom (1984) in the field of
te-lecommunications; British Gas (1988) in the field of natural
gas; National Grid, Regional Electric Companies and Scottish Po\ver
& Hydro (1990) in the field ofdectricity power.
J Definition !1Cuslomers according source 171. ~ That could be
tax increase, rcstmcturing costs arising from re-alization of law
duties, duties arising fr0711 change of legislature conccming
environment protection, etc.
-
Strojarstvo 49 (6) 409-420 (2007) Eraldo BANOVAC c1. ai.,
Choosing the Optimal Approach ... 413
It is possible to change Price-cap equation into Revenue-cap
equation. The general fonn of hybrid C combined) Revenue-Price cap
equation is as follows:
P"., =(w)f(p)+(1-w) ;' , (3)
where PI + 1 is price in year t + 1, P, is price in year t,
fCP,) is Price-cap component, w is relative ponder to
component Price-cap and Revenue-cap, and l\1 is revenuc per
customer. 5,
There are mathematical possibilities to create combined
Revenue-Price cap equations. Such equations are as follow:
I) For prices, Price-cap equation in fonn P = f(P,_,) and . . R
. .
Revenue-cap equatIOn In fonn P = - gIve the folloWIng S
combined Revenue-Price cap equation;
(4)
2) For revenue, Price-cap equation in fonn R = p. S
and Revenue-cap equation in form R = f( R1_1) gIve combined
Revenue-Priee.cap equation;
Table 1 Matrix of tariff models
Tablica 1. Matrica tarifnih rnodela
R = (I - w)· p. S +( w)· f(R,_,) (5) In (4) and (5) P is price
in year t,p,.] is price in previous
year 1-1, R is revenue in year I, Rr_] is revenue in previous
year t-1, S is sale in year t, and w is relative ponder to
component Price-cap and Revenue-cap. Regulatory authorities
detennine the values of relative ponder w and its amounts [0,1]. w=
0 in case when considered mathematical forms tum into Price-cap
equation, or w= 1 when they tum into Revenue-cap equation.
By means of different Revenue-cap equations the regulatory
authorities can detennine maximal allowed revenue of regulated
companies in the energy sector. This method regulates maximal
revenue which could be realized by a regulated company in certain
year of regulatory period. It should be pointed out that
Revenue-cap is simpler to detenninate and control than Price-cap
fonn. Revenue-cap is compatible with accounting standards which are
usually used and follows demands of regulatory authorities well.
Therefore, it would be efficient for considered methodology to use
the method of maximal allowed revenue of thermal power company.
This method detennines suitably the revenue amount in observed year
t for which regulatory authorities allow according to realization
of each thennal energy activity. Respecting justified business
costs, each company is
~----.-- ... _--- -- -'."--'-- -----
ups Tariff gro (eonS\lm,~lion KategorlJa po
category) trosnjc T"
-----------"
try and T -Indus bi;~iness ell lndustrija i p
stomers oslovni
potros: lei
_.
eholds T - rlous at'--------~- --_.- -----~ --~~------- --- ---
- -------~. .. .. \
T T T ! ," .72 .7:; I HRK/kWh HRK/kW HRK ,
I ,
T T.~2 T i ,"
-
414 Eraldo BANOVAC et. aI., Choosing the Optimal Approach ...
Strojarstvo 49 (6) 409-420 (2007)
allowed reasonable and socially acceptable funds return invested
in business.
3 Matrix of tariff models
Elaboration of methodology for generation, distribution and
supply of heat should be started with creating a matrix of tariff
models (further in text: matrix). One of the matrices appropriate
for use in the Croatian thermal energy sector is presented in table
L Tariff elements in this matrix are financial amounts given in HRK
for energy, power unit and fixed monthly fee, and are determined
according to the categories of consumption. The categories of
consumption are the following tariff groups: T" for industry and
business customers, T
g, for households at centralized heat system
and TgJ
for households at decentralized boiler houses. Tariffelements in
the matrix are: 7'" for energy (delivered heat), 'Z, for abounded
power according to the pennission for thermal energy production and
7',3 for fixed monthly fee5 • In fact, tariff elements in the
matrix are financial amounts given in HRK for delivered energy,
power and fixed monthly fee, which along with the methodology form
a Tariff' system for thermal energy activities.
By using the tariff elements given in the matrix, it is possible
to make the following equation:
(6)
where B""""" is monthly bill submitted to each customer,
Q"c"""""';m"lIfllh is monthly delivered heat, »:,bmmd,'" is
abounded po\vcr according to the permission for thermal energy
production, and ~'i are tariff elements. Furthermore, it is
possible to express monthly revenue R"'''''I'' of a regulated
company as the sum of amounts of all the bills issued in one
month:
k
RIII'I/I'" = I 8/1/(111111(/) i=1
where k is number of customers.
(7)
Finally, equation for R - annual revenue (concerning each year
of regulatory period) has form as follows:
I.' II 12 IJ
11= " "0 . Tdl"'l+ " "lV""""",{,.,,' .L..- L
_dcl""'rcd,""/llh(fIIl) L L ",=-1 [=1 mool,,,,,1
" . 7:'2(111) + I k", I .. 3(",) (8)
",=1
There is a mle that the Regulator has to determine R - maximal
annual revenue of company which
",,,,If)
'< Fixed momhly fce refers to capability of heat generation
system, maintenance nnd inmeasuring of heat meters in heat
distribution and costs of calculating service in heat supply.
carries out generation, distribution or supply of heat for
tariff customers. Hence, the condition R -S Rm,ur'i has to be
fulfilled.
4 Possibilities for calculating cost of fuel
Cost offuel is absolutely dominant in the category of business
costs of thermal power companies. It amounts to about SO % of
b'usiness costs in the developed countries in Europe. It reaches
60-70 % in Croatia because of price increase of fuels over the last
two years and prices of delivered heat have not changed during this
time. Therefore, an equation for regulating maximal allowed revenue
should comprise this cost as a separate factor. COst of fuel is a
function of generated heat, used fuel types and technical as well
as technological characteristics of plants. SSCener.fuel is
standard specific cost of fuel for a certain plant i, given in
HRKlMWh. It is calculated as:
sse e ( S"" ) f'l!er.r"c/ =
-
Strojarstvo 49 (6) 409-420 (2007) Eraldo BANOVAC et. aI.,
Choosing the Optimal Approach ... 415
The second onc is technically orientated and stimulates
introduction of criterion of efficiency for thcse costs.
4.1 Cost approach towards covering costs of spent fuels
When C~":I (I) i.e. amount for covering costs of spent fuels in
year t is calculated, it is necessary to take into consideration as
follows:
I. Total installed power; it means power registered and being in
evidence, from contracts concluded between suppliers and
customers.
2. Fuel quality, certified by attests for lower calorific value
Hd and quality of chemical composition of fuel.
3. Outer project temperature for certain locality.
4. Technical losses in heat generation and heat distribution
(distribution network), defined by regulatory authorities.
Costs of fuel purchase are defined on the basis of: a) fuel
quantity spent for generation of heat, measured
and given to heat meter of distribution network, taking ::.t::::
considaration lower calorific value for used fuel as well as for
approved technical losses in generation, depending on type of used
fuel according to following criteria: up to 150/0 for natural gas,
up to 20% for masut, up to 20% for coal, up to 35% for biomass,
biofuel, biogas or waste,
b) enclosured documentation of realized fuel purchases (sales
contracts, invoices, warehouse receipts, quality attests with
defined lower calorific value).
In case that regulatory body chooses the described method of
approving costs of fuel, higher purchase price of fuel than that
which was valid on the market during the observed period should not
be approved. It means that regulatory authorities have to monitor
all business activities ofthennal power companies and state in
market of oil and oil derivatives too, according to regulatory
monitOl ;Jlg rules described in [8]. (;''''1(1'- amount of costs
for total purchased quantity of different fuels in year t is
calculated as the sum of amounts of purchases of each fuel type
(suIr, uf individual purchases, or product of quantities and unit
prices for each fuel type) following the equatIOn:
n "
Crlle/(l) = I,C'(iiW) ' c,(g,,'1 + I Gt!U1!) 'Cd",1) + '00) ,0,)
,
Il "
+'G ·c ,+'G ·cr
· L ,(co,,!) ,(",,,I) L 1(1,,,,) ,b'",1 (l I) ,=) ,=)
where Gi
is unit quantity of each fuel at one purchase (t, kg or 111 3),
and c, is unit price of concrete fuel from this purchase (I'IRK/t,
HRK/kg or HRK/m').
In the event that one part of fuel quantity was purchased at
foreign currency clause, foreign currency should be converted into
HRK according to the exchange rate which was valid when relevant
fuel quantity was paid.
4.2 Technical approach towards covering costs of spent fuels
Fuel costs Cpwl(
-
416 Eraldo BANOVAC et. aI., Choosing the Optimal Approach ...
Strojarstvo 49 (6) 409-420 (2007)
where Gi is the quantity of each fuel spent during year (t, kg
or m').
For geothermal and solar energy as well as for purchased
energy
if> = Q, (16) I Qddi"
-
Strojarstvo 49 (6) 409-420 (2007) Eraldo BANOVAC et. aI.,
Choosing the Optimal Approach ... 417
Table 3 Technical approach to fucl expenses valuation
Tablica 3. Tehnicki pristup pokrivanju troskova za gorivo
Consumption Price Fuel
Gorivo Potrosnja Cijena
G p
Heating oil 20,500 t 1200 HRKlt
Loi ulje
Gas 92,117 103 m 3 0,80 HRKlmJ
Plin
Total Ukupno
'7
0.8
0.85
In order to evaluate error influence in this evaluation on
revenue, realized by producera, sensitivity analysis has been done
which is shown in Figure 1. From Figure 1 it could be calculated
that an error in evaluation of heating oil part in fuel mix of 1 %
influences revenue in amount of 0.315 %, which can be
acceptable.
--~--.~---
Gro ..... th 30%),----.------------,
of
;lpprovcd
fuel
costs I
I'rirast
pri1.natih
troskova
goriva
L.... ___ _
• 25%+-------------~.~----
2~"D1----- • •
15%-------- ---.-------\ • 10%t--- •
5% -.---~--.-------~---------
-5%-
• 0.2 . .::O~.4'___...::.O"'.6 _ __"OJl ___ ... ~ _ __"
Approved part of heating oil in fuel mix I
Priznali udio loz-ulja II miksu goriva ~~~-
Figure 1 Approved fuel cost increase as a function of approved
heavy oil share in fuel mix
Stika I. Prirast priznatih troskova za gorivo u zavisnosti od
priznatog udjcla loz ulja u miksu goriva
5 Losses in heat generation and heat distribution
For defining criteria of losses in systems for heat generation
and heat distribution (which is needed to be defined by the
methodology) it should start with data presented in table 4. From
the table, it is obviolls that these losses9 are several times
bigger in transient
-
418 Eraldo BANOVAC et. aI., Choosing the Optimal Approach ..
Strojarstvo 49 (6) 409-420 (2007)
Table 4 Losses in heat generation and heat distribution
Tablica 4. Gubici u proizvodnji i Jistribuciji toplinskc
cncrgije
CHARACTERISTICS: Unit consumption of heat and
typs oflosscs Unit
ZNACAJKE: lcdinica
Jedinicna potrosnja top line i (I)
vrste gllbitka . -_ .. _ .. _ .. _._--_.-
Heat consumption (annual energy consumption!
heated space) kWh/m J
Potrosnja topline (godisnja potrosnja encrgijcl
grijani prostor)
% of delivered Distribution losses heat Gubici distribucije %
ispomcenc
topline
Number of water rcfillings (annual number of water
ref!llings/watcr volume in
Fillings in year network)
Pllnjcnja godisnje Broj izmjena vode
(godisnji volumcn nadopllnal volumen vode u mrczi)
Generation losses % () f fuel energy Gubici proizvocinje %
encrgijc goriva
Table 5 Referential usability degrees for separated heat
generation
Tablica 5. Refcrentni stupnjcvi iskoristivosti odvojenc
proizvodnje toplinske energije
Middle and East Europe and ex
USSR West Europe Proportion Srednja i Istocna Zapadna Europa
Omjer Europa te bivsi (3) (2/3)* 100
SSSR (2) .. _--_ .. _--_.
---~--
70- 90 45·- SO 168%
x~ 80 x~7,5
IS - 25 5 - 10 267 % -
x~ 7,5 x ~ 20
10-30 I ~ 5 -
x~3 667 %
x ~20
IS - 40 5 - IS 275 %
x ~ 27,S x ~ 10
Industrial Regional
stearn healing Separate heating
In an analysis made with the purpose of an defining acceptable
level for approved losses (which should
be regulated by the methodology) infonnation about referential
usability degrees of separate heat generation in European
couiltries are used. It is foreseen that referential values will be
stipulated a.s an addition to Directive 2004/8/EC [9] on the
promotion of cogeneration. Actual ~uggestion of working group is
shown in table 5.
Fuel plants
Encrgctsko gorivo Indus!rijska Podrucno
Posebne top lane par::! grijanJc
'% %, % ........
Pit-coal
Kameni ugljen 88 83' 86 '4
Natural gas 91 85' 'If) 88
Prirodni plin
Lignite 88 83' 86 ~4
Lignit
Healing 011 09
Loz ulje ):I..)' 88 86
Bi()JIlas~
Blomasa " 80 79 Industrial g;ls (refineries,!
coke pl;lrl!~) 88 S:t " 85 Industrijski rim I
(r;!llilerije. koksare) I ,. Thl,; rcfercmiOlI \Isability
dcgrces of i ndu~lry stearn general ion afC shown according 10
sugg~'slion of eEFle mlcres! gwup'lliotl.
... geferentl1l 51upnjevi iskoristivosti proi;;vodnjc
industrijske pare prema prijedlogu CEFle illtereSIlC grupaciJe.
As oppos~d to plants for separate generation of electricity
power, the age of plants for separate generation of heat, was not
consideretl lillhe suggestion of referential values because
technical development in this field was not significant ov('[ the
last decade. Referential values suggested for generation of
industrial steam are rated as too high in the report [10] of groups
CEFIC and IFIEC". and reduction of values was suggested, as shown
in table 5. Suggested smaller value ofinclustrial steam generation
of 85 'io, in boilers heated by natural gas, is based on statistic
data from the Netherlands. usability of 82')(, for
12 CEFIC and IFlEe arc important interest grouratioll because
they represent companies in which over 60 % of Eurorean industl)1
co-g.cneration capacities are installed.
-
Strojarstvo 49 (6) 409-420 (2007) Eraldo BANOVAC et. ai.,
Choosing the Optimal Approach .. 419
boilers which use fuels produced in industry processlJ is
explained with in appropriate composition of "waste fuels".
Suggested referential values of usability degrees for boilers
heated by coal and heating oil are based on the fact that
combustion of hard and fluid fuels is less efficient than
combustion of natural gas.
In practice, real usability degrees can vary from values
declared by equipment producers significantly, which depends mostly
upon number of operation hours, management of operational plant,
starting and return temperatures, quantity of return condensated
substance, frequency of loading changes, as well as upon length of
operation lasting at loadings which are lower than nominal. Lower
values than those declared by equipment producers are used for
definihg savings index for primary energy in analysis of Austrian
cogeneration potentionals too, which is presented in table 6.
Different categories of plants for separate heat generation are
shown in the table. Values in table 6 indicate that production of
dry-saturated steam is less efficient than production of heating
water. Efficiency of small heating systems is lower as well as
plants heated by biomass or waste.
Table 6 Referential efficiency for separated heat generation
(Austria)
Tablica 6. Referentnc cfikasnosti odvojene proizvodnjc topline
(Austrija)
I Referential SEPERATED HEAT GENERATIONS degrees ODVOJENE
PROIZVODNJE TOPLINE Rcfcrcntni
-- __ ~pnjcvi Hard fuci, high temperature boilers> 1 MW
0.85 Kmta goriva, visoko tcmpcratumi kotlovi > I MW
Fluid fuels, high temperature boilers> 1 MW 0.90
TckuCa goriva, visoko tcmpcratumi kotlovi > I M W
(ias fuels, high temperature boilers> 1 MW 0.90
Plinska goriva, visoko tcmpcratumi kotlovi > I MW
Boilers for generation of dry saturated steam (all fuels)
0.80
Kotlovi za proizvodnju suhozasiccne pare (sva goriva)
Small heating systems 0.75
Mali sustavi grijanja
Industrial gases 080
lndustrijski pJinovi
Biomass and waste 0.75
Biomasa i olpad
I.l Those boilers use refinery gases, cracking gases.
In connection with "approved technical losses" which should be
defined by the methodology, for referential usability degree of
distribution network IJd" ~85 % can be used. That means that the
Regulator should approve technical losses in a distribution network
up to IS % of total thermal energy measured on entrance of the
network. These losses would be smaller gradually, so values of
approved losses will be adjusted to actual EU values after 2010.
Technical losses in heat generation depends on type of used fuel
and could be approved up to 15 % for natural gas, up to 20 % for
masut, up to 20 % for coal and up to 35 % for biomass, biofuel,
biogas or waste.
6 Conclusion
Methodology of a Tariff system for thermal energy activities is
necessary after analysis of conditiona in the Croatian thermal
energy sector has been made by the Regulator. This paper has shown
the way how to connect a matrix of tariff models consequently with
maximal approved revenue in observed year I of regulatory period
placed in relation to the total revenue calculated by using tariff
elements from the matrix. Two possible approaches for approving the
costs of uscd fuel are elaborated for heat generation as the most
cost-intensive thermal energy activity, i,e. costs approach and
technical approach. As shown, it would be optimal to choose a
technical approach, because it stimulates energy efficiency, taking
into consideration usability degree for combustion of each fuel
type.
Based on the analysis that is macIe in the paper, and starting
from actual condition in the Croatian thermal energy sector, it
follows that it is necessary to define an adequate transitional
period, during which higher "approved losses"l4 of heat generation
and heat distribution will adjust by time 10 the EU referential
values. Thus, the energy undertakings that carry out thermal energy
activities should have explicit obligation to invest in system
modemization over the next years,
I~ The level of losses is defined in the paper.
-
420 Eraldo BANOVAC c1. aI., Choosing thc Optimal Approach ...
Strojarstvo 49 (6) 409·420 (2007)
References
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[5J KAHN, A.: The Economics of Regulation: Principles and
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-
480 Sadržaj za 2007. = Contents for 2007.
Časopis za teoriju i praksu u strojarstvu = Journal for Theory
and Application in Mechanical Engineering = Журнал для
машиностроителной теории и практики = Zeitschrift zur Theorie und
Praxis des Maschinen wesens
ISSN 0562-1887 CODEN STJSAO UDK 62(05)=862=20=30 ZX
470/1281-1326
GodinaVolume 49 (2007) BrojeviNumbers 1− 6
Zagreb (Republic of Croatia)
Zbirni sadržaj
Konferencija KONSTRUIRANJE 2006 - I. dio M. M. Andreasen, H.
Birkhofer, U. Lindemann, D.Marjanovići M. Mekhilef 4
Strategija preslikavanja konstrukcijskog procesa u primjenjiva
programska rješenja - primjena CBR metodologije pri automatizaciji
konstrukcijskog procesa (1281) M. Cederfeldt 7
Određivanje, vrednovanje i optimiranje parcijalnih rješenja
pomoć faktora sličnosti (1282) M. Deimel i H. - J. Franke 15
Modeliranje i izrada krila vilinog konjica kao temelj bioničkog
istraživanja (1283) T. Deubel, S. Wanke, C. Weber i F. Wedekind
25
Proto-teorija konstruiranja: metoda analize antičkih matematčara
(1284) L. Koskela i M. Kagioglou 31
Od pogrešaka do mogućnosti - računalni sustav praćenja pogrešaka
u praksi (1285) S. Möhringer 39
Podrška konstruktorima u procesu konstruiranja (1286) S. Ahmed
47
Konferencija KONSTRUIRANJE 2006 - II. dio M. M. Andreasen, H.
Birkhofer, U. Lindemann, D.Marjanovići M. Mekhilef 54
Ontologija razvoja proizvoda u okruženju za implementaciju
sljedljivosti (1287) N.Pavković,M.Štorga i N.Bojčetić 57
Unaprijeđivanje timskog inovacijskog proces podupiranjem
refleksije (1288) KostanijaPetrović,A.Mueller i Britta Herbig
65
Značaj korisnosti informacija - percepcija konstruktora (1289)
J. Restrepo 69
Metoda prilagodbe vrijednosti (1290) T. Sakao, Y. Shimomura, M.
Comstock i E. Sundin 77
Sustav simuliranja okoliša za ekološki osviješteno konstruiranje
proizvoda (1291) K. Sakati i T. Mori 85
Prijedlog metode za profiliranje inženjerske dokumentacije
(1292) P. J. Wild, S. J. Cullez, C. A. McMahon, M. J. Darlington i
S. Liu 91
Dan Frana Bošnjakovića A.Galović 112
Eksperimentalna studija spremnika sunčeve energije (1293) A.
Can, B. Karacavus i E. Buyruk 115
Eksergijska i entropijska analiza adijabatskog miješanja dviju
struja istih idealnih plinova različitih temperatura i okolišnjeg
tlaka (1294) A.Galović,S.Risović i MarijaŽivić 125
Numerička analiza prijenosno toplinskih karakteristika orebrenih
površina (1295) D. Kaya, E. Buyruk, A. Can i A. Fertelli 137
Numeričko određivanje temperaturne raspodjele u segmentu
konstrukcije broda za prijevoz asfalta (1296) IvankaBoras,S.Švaić i
I.Gospić 145
Numerički pristup procjene karakteristika strujanja u pločastim
izmjenjivačima topline (1297) D.Dović i S.Švaić 151
Primjena ugljičnog dioksida kao radne tvari u transkritičnom
rashladnom procesu (1298) D.Hrastović,V.Soldo i M. Grozdek 161
Trodimenzionalna numerička simulacija stvaranja dušičnih oksida
pri izgaranju mazuta u ložištu (1299) M.Vujanović,N.Duići A.Galović
169
Obnovljivi izvori energije u Hrvatskoj B.Franković 182
Sprječavanje pregrijavanja u zgradi male energetske potrošnje
korištenjem tehnike slobodnog hlađenja (1300) C. Arkar i S. Medved
185
-
Sadržaj za 2007. = Contents for 2007. 481
Tehniči status mikrogeneracijskih uređaja s vodikovim gorivnim
ćelijama (1301) M. Firak 193
Kondenzacija kod pločastih izmjenjivača topline zavarene
konstrukcije tipa Exel (1302) S. Meziani, M. Altazin, R. Jurkowski
i A. Bailly 207
Potencijal za primjenu PV sustava na hrvatskim otocima bez
struje (1303) M.Rakić,DunjaDesnica-Franković i U.V.Desnica 217
GENHEPI koncept: Nova metodologija za obnovu zgrada sa malom
potrošnjom energije i demonstracijski program (1304)
L.Sarrade,A.Manificat,D.Corgier i F. Burgun 225
Analiza ukupne učinkovitosti solarne dimnjačne elektrane (1305)
S.Nižetić i N.Ninić 233
Analiza prijenosa topline u brodskim tankovima tereta (1306)
B.Jandrijević,T.Mrakovčić i N.Račić 241
Numerička simulacija tvorbe čaže u dizelskom motoru (1307)
T.Senčić,O.Bukovac i V.Medica 249
Nuklearna energija, da ili ne? Osvrt na glavna pitanja (1308)
V.Knapp 261
Studij rada - jučer, danas, sutra D. Taboršak 280Približna
rješenja teorije ljusaka u proračunu čvrstoće sfernih tlačnih
posuda (1309) P.Baličević,D.KozakiI.Samardžić 281Klasifikacija
čimbenika organizacije (1310) M.Ikonić,T.MikaciI.Veža287
Eksperimentalna studija topografije površine izrađene abrazivnim
rezanjem vodenim mlazom(1311) S. Hloc, J.
Valíček,I.Samardžić,D.Kozak, J. Mullerová i M. Gombár 303Utjecaj
starenja na mehaničke karakteristike smolasto vezanih brusova
(1312) A. Matavz, J. Krope, D. Goricanec i N. Gubeljak 311Provjera
konstrukcijskog oblika i zamorne čvrstoće koljenastog vratila
rednih i V brodskih dizel motora (1313) N.Vulić,A.ŠestaniV.Cvitanić
317
Eksperimetalno određivanje značajki uređaja sa zvonom (1314)
T.Stašić,N.Degiulii L. Grgec Bermanec 333Neke posljedice hrvatske
šutnje I.Čatić 350Numeričke simulacije strujanja u vodotocima sa
slobodnom površinom (1315) S.Družeta 351Kvantifikacija čimbenika
organizacije (1316) M.Ikonić,T.MikaciA.Vuković 361Ergonomski
stresovi varioca (1317) J.Horvat,I.Polajnar,M.Čudinai Raja
Gošnak-Dahmane 377Numeričke simulacije strujanja hidrauličkih
tranzijenata u cijevima s primjenom u hidroelektranama (1318)
J.Škifić 383Spektroskopska analiza X zrakama za predmete kulturne
baštine (1319) V.Desnica,S.Fazinić,Ž.PastulovićiM.Jakšić393Današnja
i buduća uloga plina u energetici Republike Hrvatske
M.Šunić408Odabir optimalnog pristupa određivanju metodologije
Tarifnog sustava za toplinarske djelatnosti (1320)
E.Banovac,Ž.BogdaniI.Kuzle 409Metodologija utvrđivanja naknade
priključenja na toplinsku mrežu (1321)
M.Klepo,M.KostelaciA.Ćurković421Model za određivanje pokazatelja
pouzdanosti distribucijske mreže za različite scenarije
financijskih ulaganja (1322) V.Komen 431Parametrična analiza
kogeneracijskog sustava sa stirlingovim motorom (1323)
U.Stritih,G.ZupaniV.Butala 441Povećanje energetske efikasnosti
ugradnjom novih plinskih uređaja (1324) M.ŠunićiN.Kukulj
449Aktualno stanje ADRIA LNG projekta (1325) S.KojundžićiA.Lopac
461Stanje i razvoj pravno-institucijskog okvira za poticanje
obnovljivih izvora energije (OIE) i kogeneracije u Republici
Hrvatskoj (1326) I. Raguzin 469
Cumulative ContentsDESIGN 2006 Conference - Part I M. M.
Andreasen, H. Birkhofer, U. Lindemann, D.Marjanovićand M. Mekhilef
3
Towards a Strategy for Mapping of Design Problems to Suitable
Solutions - a Case of Design Automation Using CBR (1281) M.
Cederfeldt 7
Using Similaritz Rations for Finding, Evaluating and Optimizing
Principle Solutions (1282) M. Deimel and H. - J. Franke 15
Modelling and Manufacturing of a Dragonfly Wing as Basis for
Bionic Research (1283) T. Deubel, S. Wanke, C. Weber and F.
Wedekind 25
-
482 Sadržaj za 2007. = Contents for 2007.
The Proto-theory of Design: the Method of Analysis of the
Ancient Geometers (1284) L. Koskela and M. Kagioglou 31
From Design Errors to Chances - a Computer-based Error Tracking
System in Practice (1285) S. Möhringer 39
Prompting Designers to Design (1286) S. Ahmed 47
DESIGN 2006 Conference - Part II M. M. Andreasen, H. Birkhofer,
U. Lindemann, D.Marjanovićand M. Mekhilef 53
Product Development Ontology in Tracebility Implementation
Framework (1287) N.Pavković,M.Štorga and N.Bojčetić 57
Improving the Product Innovation Process ina Teams by Supporting
Reflection (1288) KostanijaPetrović,A.Mueller and Britta Herbig
65
Assessing Relevance: Designers' Perception of Informaton
Usefulness (1289) J. Restrepo 69
A Method of Value Customization (1290) T. Sakao, Y. Shimomura,
M. Comstock and E. Sundin 77
Environmental Simulation System for Enviromnentally Conscious
Product Design (1291) K. Sakati and T. Mori 85
Towards a Method for Profiling Engineering Documentation (1292)
P. J. Wild, S. J. Cullez, C. A. McMahon, M. J. Darlington and S.
Liu 91
Fran Bošnjaković's Day A.Galović 111
An Experimental Study on Solar Energy Storage (1293) A. Can, B.
Karacavus and E. Buyruk 115
Exergy and Entropy Analysis of Adiabatic Mixing of Two Streams
of Identical Ideal Gases at Different Temperatures and
Environmental Pressure (1294) A.Galović,S.Risović and MarijaŽivić
125
Numerical Study of Heat Transfer Characteristics of Extended
Surfaces (1295) D. Kaya, E. Buyruk, A. Can and A. Fertelli 137
Numerical Determination of Temperature Distribution at Asphalt
Carrier Ship Structure (1296) IvankaBoras,S.Švaić and I.Gospić
145
Computational Approach to Evaluation of the Flow Characteristics
in Plate Heat Exchangers (1297) D.Dović and S.Švaić 151
Application of Carbon Dioxide in a Transcritical Refrigeration
Cycle (1298) D.Hrastović,V.Soldo and M. Grozdek 161
Three-dimensional Numerical Simulation od the Nitrogen Oxides
Formation in an Oil-fired Furnace (1299) M.Vujanović,N.Duićand
A.Galović 169
Renewable Energy Sources in Croatia B.Franković 181
Overheating Prevention of a Low Energy Building Using Free
Cooling Technique (1300) C. Arkar and S. Medved 185
Technical Satus of the Micro-Cogeneration Units with Hydrogen
Fuel Cells (1301) M. Firak 193
Condensation in Brazed Plate Heat Exchangers Exel (1302) S.
Meziani, M. Altazin, R. Jurkowski and A. Bailly 207
Potential for off-grid PV Applications on Croatian Islands
(1303) M.Rakić,DunjaDesnica-Franković and U.V.Desnica 217
GENHEPI Concept: A new Methodology for Low Energy Consumption
Building Renovation and Demonstration Program (1304)
L.Sarrade,A.Manificat,D.Corgier and F. Burgun 225
Analysis of Overall Solar Chimney Power Plant (1305) S.Nižetić
and N.Ninić 233
Analysis of the Heat Transfer in the Ships' Cargo Tanks (1306)
B.Jandrijević,T.Mrakovčić and N.Račić 241
Numerical Simulation of Soot Formation in Diesel Engine (1307)
T.Senčić,O.Bukovac and V.Medica 249
Nuclear Energy, yes or no? Comments on the Main Issues (1308)
V.Knapp 261
Work Study – Yesterday, Today and Tomorrow D. Taboršak 279The
Approximate Solutions of the Theory of Shells in Calculating
Strength of Spherical Pressure Vessels (1309)
P.Baličević,D.KozakandI.Samardžić 281Classification of
Organizational Factors (1310)
M.Ikonić,T.MikacandI.Veža287Experimental Study of Surface
Topography Created by Abrasive Waterjet Cutting (1311) S. Hloc,
J.Valíček,I.Samardžić,D.Kozak, J. Mullerová and M. Gombár 303The
Impact of Ageing on Mechanical Characteristics of Resin Bonded
Wheels (1312) A. Matavz, J. Krope, D. Goricanec and N. Gubeljak
311Verification of Crankshaft Design and Fatigue Strength for
in-line and v-type Marine Diesel Engines (1313) N.Vulić,A.Šestanand
V.Cvitanić 317Experimental Characterisation of a Bell Prover (1314)
T.Stašić,NastiaDegiuliand L. Grgec Bermanec 333Some consequences of
the Croatian silence I.Čatić 349
-
Sadržaj za 2007. = Contents for 2007. 483
Numerical Simulations of Free Surface Flow in Open Channels
(1315) S.Družeta 351Quantification of Organizational Factors (1316)
M.Ikonić,T.MikacandA.Vuković 361Ergonomic Stresses of Welders
(1317) J.Horvat,I.Polajnar,M.Čudinaand Raja Gošnak-Dahmane
377Numerical simulations of hydraulic transients in pipelines with
application to hydroelectric power plants (1318) J.Škifić 383PIXE
Spectroscopy for Analysis of Cultural Heritage Objects (1319)
V.Desnica,S.Fazinić,Ž.Pastulovićand M.Jakšić393Present and Future
Role of Gas in Energy Industry of the Republic of Croatia
M.Šunić407Choosing the Optimal Approach to Define the Methodology
of a Tariff System for Thermal Energy Activities (1320)
E.Banovac,Ž.Bogdanand I. Kuzle 409
Methodology of Charges for Connection to Thermal Networks (1321)
M. Klepo, M. Kostelac andA.Ćurković421A Model for Determination of
Distribution Network Reliability Indices for Different Financial
Investment Scenarios (1322) V.Komen 431Parametrical Analysis of
Cogeneration System With Stirling Engine (1323) U. Stritih, G.
Zupan andV.Butala 441Energy Efficiency Increase by Using New
Gas-Fired Equipment (1324) M.Šunićand N. Kukulj 449ADRIA LNG –
Current Situation (1325) S.KojundžićandA.Lopac 461State and
Development of Legaland Institutional Framework for Promotion of
Renewable Energy Sourcesand Cogeneration in the Republic of Croatia
(1326) I. Raguzin 469
Zbirno kazalo autora i rubrika (polumasno otisnuti brojevi
označavaju početnu stranicu izvornog recenziranog rada a podvučeni
početnu
stranicu uvodnika)
Cumulative Author and Heading Index (The numbers printed in bold
mean the inital page of original reviewed paper and the underlined
mean
the initial page of leading article)
Ahmed, Saeema 47Altazin, M. 207Andreasen, M 3, 4, 53, 54Arkar,
Ciril 185
Bailly, A. 207Baličević, Pavo 281Banovac, Eraldo 409Birkhofer, H
3, 4, 53, 54Bogdan, Željko 409Bojčetić, N. 57Boras, Ivanka
145Bukovac, Ozren 249Burgun, Françoise 225Butala, Vincenc
441Buyruk, Ertan 115, 137
Can, Ahmet 115, 137Cederfeldt, Mikael 7Comstock, Mica 77Corgier,
David 225Culley, S. J. 91Cvitanić, Vedrana 317
Čatić, Igor 349, 350Čudina, Mirko 385
Ćurković, Ante 421
Darlington, M. J. 91Deimel, Markus 15Degiuli, Nastia 333Desnica,
Uroš V. 217Desnica, Vladan 393Desnica-Franković, Dunja 217Deubel,
Till 25Dović, Damir 151Družeta, Siniša 351Duić, Neven 169
Fazinić, Stjepko 361Fertelli, Ahmet 137Firak, Mihajlo 193Franke,
Hans-Joachim 15Franković, Bernard 181, 182
Galović, Antun 111, 112, 125, 169
Gombár, Miroslav 303Gospić, Ivan 145Gošnak-Dahmane, Raja
385Goricanec, Darko 311Grgec Bermanec, Lovorka 333Grozdek, Marino
161Gubeljak, Nenad 311
Herbig, Britta 65Horvat, Jožef 377Hloch, Sergej 303Hrastović,
Dario 161
Ikonić, Milan 287, 361IN MEMORIAM 101, 177, 271, 343, 401,
477
Jakšić, Milko 361Jandrijević, Bojan 241Jurkowski, R. 207
Kagioglou, M. 31Karacavus, Berrin 115
-
484 Sadržaj za 2007. = Contents for 2007.
Kaya, Derya 137Klepo, Mićo 421Knapp, Vladimir 261 Komen, Vitomir
431Koskela, Lauri 31Kostelac, Milan 421Kozak, Dražen 281, 303Krope,
Jurij 311Kolundžić, Stevo 461Kukulj, Nenad 449Kuzle, Igor 409
Lindemann, U. 3, 4, 53, 54Liu, S. 91Lopac, Andreja Ana 461
Manificat, André 225Marjanović, D. 3, 4, 53, 54Matavz, Albin
311McMahon, C. A. 91Medica, Vladimir 249Medved, Sašo 185Mekhilef, M
3, 4, 53, 54Meziani, S. 207Mikac, Tonči 287, 369Mori, T.
85Mrakovčić, Tomislav 241Mueller, Andreas 65Mullerová, Jana
303Möhringer, Stefan 39
Ninić, Neven 233Nižetić, Sandro 233
OSVRTI I MIŠLJENJA / VIEWS AND RETROSPECTIONS 346, 392
Pastuović, Željko 361Pavković, Neven 57Petrović, Kostanija
65Polajnar, Ivan 385
Račić, Nikola 241Raguzin, Igor 469Rakić, Mario 217Restrepo, John
69Risović, Stjepan 125
Sakao, Tomohiko 77Sakita, K. 85Samardžić, Ivan 281, 303Sarrade,
Laurent 225Senčić, Tomislav 249Shimomura, Yoshiki 77Soldo, Vladimir
161Stašić, Tomislav 333Stritih, Uroš 441
SKUPOVI / CONFERENCES 269Sundin, Eundin 77
Šestan, Ante 317Škifić, Jerko 383Štorga, M. 57Šunić, Miljenko
407, 408, 449Švaić, Srećko 145, 151
Taboršak, Dragutin 279, 280
UDRUGE / ASSOCIATIONS 344, 403
Valíček, Jan 303Veža, Ivica 287
VIJESTI SA SVEUČILIŠTA / NEWS FROM UNIVERSITY 403
Vujanović, Milan 169Vuković, Aleksandar 369Vulić, Nenad 317
Zupan, Gregor 441
Živić, Marija 125
Wanke, Sören 25Weber, Christian 25Wedekind, Frank 25Wild, Peter
J. 91