renewables;
energy integration;
efficiency;
environmental sustainability;
district energy;
simulation;
NETWORK;
DEMAND;
MODEL;
D O I:
10.3390/en18051259
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
The relevance is introducing fourth generation district heating (4GDH), which decreases operation and maintenance costs by utilizing the efficiency of low temperature district heating (LTDH). The aim is to develop a methodology allowing for a more flexible heat demand model and accurate function describing the relationship between outdoor temperature and heat demand. It is represented by a black-box model based on historical data collected from heating, ventilation, and air conditioning (HVAC) systems. Energy delivery/consumption is analyzed with the help of a set of statistical and regression formulas. The analysis of operational data is then transformed to methodology to regulate heat supply with combined heat-and-power (CHP) generation. The key features are that the model takes into account thermal capacity and type of substation; the district heating (DH) plant is not assumed to have a fixed return temperature and generation profile. The novelty is an emphasis on DH operation and introduction of statistics into a dynamic simulation model. With no abnormal buildings, higher accuracy of modeling is achieved. Most of the consumers are pretty similar in thermal response, even though specific energy demand and heated volume may differ. Heat demand of an old building is better simulated with discrete regression, while those with pump-equipped substations are modeled with linear regression.
机构:
Univ Leoben, Chair Energy Network Technol, Franz Josef Str 18, A-8700 Leoben, AustriaUniv Leoben, Chair Energy Network Technol, Franz Josef Str 18, A-8700 Leoben, Austria
Greiml, Matthias
;
Kienberger, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leoben, Chair Energy Network Technol, Franz Josef Str 18, A-8700 Leoben, AustriaUniv Leoben, Chair Energy Network Technol, Franz Josef Str 18, A-8700 Leoben, Austria
机构:
Tallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
HeatConsult OU, Valukoja 8, EE-11415 Tallinn, EstoniaTallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
Krupenski, Igor
;
Ledvanov, Aleksandr
论文数: 0引用数: 0
h-index: 0
机构:
HeatConsult OU, Valukoja 8, EE-11415 Tallinn, EstoniaTallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
Ledvanov, Aleksandr
;
Hlebnikov, Aleksandr
论文数: 0引用数: 0
h-index: 0
机构:
Utilitas Eesti, Punane 36, EE-13619 Tallinn, EstoniaTallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
Hlebnikov, Aleksandr
;
论文数: 引用数:
h-index:
机构:
Lepiksaar, Kertu
;
Latosov, Eduard
论文数: 0引用数: 0
h-index: 0
机构:
Tallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, EstoniaTallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
Latosov, Eduard
;
Masatin, Vladislav
论文数: 0引用数: 0
h-index: 0
机构:
Tallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
Utilitas Eesti, Punane 36, EE-13619 Tallinn, EstoniaTallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
机构:
Univ Leoben, Chair Energy Network Technol, Franz Josef Str 18, A-8700 Leoben, AustriaUniv Leoben, Chair Energy Network Technol, Franz Josef Str 18, A-8700 Leoben, Austria
Greiml, Matthias
;
Kienberger, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leoben, Chair Energy Network Technol, Franz Josef Str 18, A-8700 Leoben, AustriaUniv Leoben, Chair Energy Network Technol, Franz Josef Str 18, A-8700 Leoben, Austria
机构:
Tallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
HeatConsult OU, Valukoja 8, EE-11415 Tallinn, EstoniaTallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
Krupenski, Igor
;
Ledvanov, Aleksandr
论文数: 0引用数: 0
h-index: 0
机构:
HeatConsult OU, Valukoja 8, EE-11415 Tallinn, EstoniaTallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
Ledvanov, Aleksandr
;
Hlebnikov, Aleksandr
论文数: 0引用数: 0
h-index: 0
机构:
Utilitas Eesti, Punane 36, EE-13619 Tallinn, EstoniaTallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
Hlebnikov, Aleksandr
;
论文数: 引用数:
h-index:
机构:
Lepiksaar, Kertu
;
Latosov, Eduard
论文数: 0引用数: 0
h-index: 0
机构:
Tallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, EstoniaTallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
Latosov, Eduard
;
Masatin, Vladislav
论文数: 0引用数: 0
h-index: 0
机构:
Tallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia
Utilitas Eesti, Punane 36, EE-13619 Tallinn, EstoniaTallinn Univ Technol, Dept Energy Technol, Ehitajate Tee 5, EE-19086 Tallinn, Estonia