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Thermodynamic analysis of the regenerative cycle in an ammonia gas turbine
SHEN Zhixuan, LIANG Shiqiang
Shandong Science    2025, 38 (1): 64-73.   DOI: 10.3976/j.issn.1002-4026.20240041
Abstract83)   HTML5)    PDF(pc) (3420KB)(14)       Save

In the pursuit of bridging the energy demand gap and striving for a pristine environment, ammonia fuel has emerged as one of the most promising fuels of the future. Zero carbon emissions, high energy density, and low production and transportation costs make it a promising candidate. However, challenges persist regarding the overall efficiency of pure ammonia combustion. This paper proposes a regenerative cycle in an ammonia gas turbine that matches the reheat Rankine cycle, considering the maximum temperature of the exhaust gas from the turbine and phase transition temperature of liquid ammonia in the turbine cycle. We conducted a thermodynamic analysis and evaluated the system performance based on the first and second laws of thermodynamics and analyzed the influence of the inlet temperature and pressure of the ammonia gas turbine on the overall cycle performance. The results indicate that the combined cycle has improved the efficiency of the ammonia gas turbine by up to 33.38% and the maximum efficiency achieved by the combined thermodynamic cycle is 60.13%,when the inlet temperature of an ammonia gas turbine does not exceed 1 400 ℃ and the inlet pressure remains below 0.5 MPa. Furthermore, the combined cycle exhibits outstanding thermodynamic properties and energy recovery rates. Additionally, the efficiency of the regenerative cycle increases with increasing the inlet temperature and pressure of the ammonia gas turbine, provided that the inlet pressure does not exceed 5 MPa. New perspectives have been proposed to enhance the operational efficiency of ammonia-powered gas turbines and promote the efficient utilization of ammonia as a fuel. This study proposes novel perspectives towards enhancing the efficient utilization of ammonia fuel and the actual efficiency of ammonia gas turbine cycles, providing a forward-looking exploration for the energy utilization of ammonia gas turbine systems.

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Effect of thermal insulation performance deterioration on the economy of steam pipelines
CAO Kai, BAO Wenlong, ZHAO Kun, JIANG Haoyong, YIN Xinglei
Shandong Science    2025, 38 (1): 74-82.   DOI: 10.3976/j.issn.1002-4026.20240063
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Currently, the steam pipelines in cigarette factories are characterized by numerous points, extensive lengths, and broad coverage. The thermal conversion factor of these pipelines is high, and their steam energy consumption accounts for a large proportion of the total energy consumption. Therefore, investigating the performance of the insulation layer of steam pipes is of considerable importance for improving steam utilization efficiency and reducing heat loss in the steam pipe network. In this study, the thermal conductivities of insulation layers made of four insulation materials were measured using the steady-state method at different temperatures to elucidate the relationship between the thermal conductivity of an insulation material and the steam temperature, thereby identifying the efficient insulation materials suitable for application scenarios. The appropriate insulation layer thickness was determined using the maximum allowable heat loss method and economic thickness method. Moreover, the thermal conductivities of insulation layers with different service lives were measured. Results indicate that the thermal conductivity increased linearly with the increasing service life. Factors causing the deterioration of insulation layer performance were incorporated into the model to study the relationship between the operating cost of an insulation layer and its outer diameter and service life. For insulation layers with different designed service lives, their optimal outer diameters and operating costs were calculated using the economic thickness method. Results show that considering material aging factors in the design of insulation layer thickness can reduce cumulative costs by 10.7% within the designed service life. However, when the service life expires, the operating cost of a design that considered the aging issue is higher than that of a design that did not consider the aging issue owing to increased heat loss as a result of aging of the insulation layer. The insulation layer can be designed to reduce steam heat loss and improve steam utilization efficiency as well as provide theoretical guidance for the green, low-carbon, and high-quality development of cigarette factories.

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Numerical study on heat transfer characteristics of supercritical CO2 in vertical tubes at far-critical points
ZHAO Chongxin, CUI Jianbo, JIN Yanchao, HAN Yazhou, WU Gongpeng, HE Yan, WEI Zhenwen
Shandong Science    2025, 38 (1): 83-95.   DOI: 10.3976/j.issn.1002-4026.20240036
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Supercritical CO2 plays an important role in many applications such as nuclear power generation, solar power generation, cryogenic refrigeration, and aerospace. Currently, the majority of studies on supercritical CO2 convective heat transfer in tubes focus on the temperature range near the critical point, while the heat transfer patterns at high temperature and pressure far from the critical point remain unclear and need to be further studied. In this study, numerical simulations were performed to analyze the effects of mass flow, inlet temperature, system pressure, heat flux density, and tube diameter on the convective heat transfer coefficient at high temperature and pressure, as well as the effects of buoyancy and flow acceleration caused by operating conditions on the heat transfer characteristics. The results show that the convective heat transfer coefficient increases with increasing mass flow, inlet temperature, system pressure, and heat flux density. The difference in convective heat transfer coefficient gradually grows along the flow direction under different heat flux densities. Convective heat transfer coefficient decreases with increasing tube diameter. Compared with the heat transfer patterns near the critical point, heat flux density and tube diameter exert different effects on the convective heat transfer coefficient. In general, the effects of pressure on the convective heat transfer coefficient are small. This study provides significant values to understand the law of supercritical fluid heat transfer and guide the design of efficient and safe heat exchanger.

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Modeling, simulation and dynamic analysis of the energy stage of advanced adiabatic compressed air energy storage system
LI Shuangjiang, XIAO Feng, CHEN Wei, ZHANG Bin, ZHU Qing, WANG Zijie, WU yang
Shandong Science    2024, 37 (5): 42-54.   DOI: 10.3976/j.issn.1002-4026.20230171
Abstract133)   HTML7)    PDF(pc) (5388KB)(339)       Save

Energy and environment problems are becoming increasingly prominent, renewable energy is developing rapidly, and its intermittency is one of the key problems restricting its development. Advanced adiabatic compressed air energy storage (AA-CAES) is an effective method to address the intermittency of renewable energy. In this study, a mathematical model for the energy storage stage of AA-CAES is established, and dynamic and sensitivity analysis of the conservation of energy, energy balance, and key parameters of each component are conducted. The results reveal that the proposed mathematical model follows the laws of conservation of energy and exergy balance; the exergy loss of the compressor is greater than that of the heat exchanger; energy and heat are mainly stored in heat transfer oil and high-pressure air, respectively; the deviation between compressor operating and design condition reduces the efficiency; the effect of the air flow rate and inlet temperature of the first-stage turbine on the operation time is greater than that of the storage temperature, adiabatic efficiency and stored air mass. This paper provides reference for adjusting parameters and optimizing energy storage system according to actual demand.

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Numerical simulation study of sistributed disc-type submerged combustion evaporator
FENG Hao, WANG Jie, SUI Chunjie, CHEN Wei, ZHANG Bin
Shandong Science    2024, 37 (4): 75-83.   DOI: 10.3976/j.issn.1002-4026.20230143
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Submerged combustion evaporation technology is a heat exchange technology that uses high-temperature flue gas as the heat source to evaporate the liquid in direct contact with it. However, existing research lacks thermal state simulations of the immersed combustion evaporation process and investigations on the impact of the inclination angle of the distribution disc inside the evaporator on the evaporation. In this study, we conducted a thermal state numerical simulation on the structural parameters of the distributed disc-type submerged combustion evaporator using the Euler method. Herein, the flue gas distribution inside the evaporator was obtained by studying the gas-liquid two-phase flow. Additionally, the impact of different distribution disc inclination angles on the evaporation amount and pressure fluctuation was explored. The numerical simulation results indicate that the angle of the distribution disc affects the distribution of flue gas in the liquid. Moreover, the pressure fluctuation at the inlet of the submerged tube can be reduced by increasing the distribution disc’s angle, thereby increasing backpressure stability in the burner. Conversely, the heat exchange effect between gas and liquid can be enhanced by decreasing the distribution disc’s angle, thereby enhancing evaporation efficiency.

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Study on gas-liquid phase equilibrium properties of ionic liquid absorption refrigeration working pairs and their molecular dynamics simulations
ZHANG Haoran, CHEN Wei
Shandong Science    2024, 37 (4): 84-92.   DOI: 10.3976/j.issn.1002-4026.20230138
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To overcome the shortcomings of traditional absorption refrigeration working pairs, ionic liquid refrigeration working pairs have been widely developed and used as ideal substitutes. Herein, the gas-liquid phase equilibrium properties of the [EMIM]BF4/CH3OH ionic liquid binary system were investigated using static experiments and molecular dynamics simulations. The results reveal that this binary solution shows favorable gas-liquid phase equilibrium properties, and its saturated vapor pressure is experimentally measured to be approximately 21% lower than that of other alcohol-based ionic liquid solutions. In addition, the simulation results exhibit the same order of magnitude and trend as the experimental results, and the relative errors are generally less than 8%. These findings provide physical property database for screening ionic liquid refrigeration working pairs and studying the theoretical cycle system as well as a new method for simulating and predicting the basic properties of ionic liquids.

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Study on supercritical carbon dioxide energy storage system and its operating characteristics
JIANG Jiahui, WANG Zijie, CHI Ran, CHEN Wei, XUE Xiaodai, ZHANG Tong, ZHANG Xuelin, ZHANG Bin
Shandong Science    2024, 37 (4): 93-104.   DOI: 10.3976/j.issn.1002-4026.20230127
Abstract134)   HTML3)    PDF(pc) (4692KB)(35)       Save

As a novel energy storage method, compressed supercritical carbon dioxide (sCO2) energy storage offers several advantages, such as high energy storage density, compact structure, long service life, and negative carbon emissions. Therefore, it has a broad application prospect in the energy storage and conversion. In this study, a dynamic mathematical model for the compressed sCO2 energy storage system (SC-CCES) was established based on the mass conservation and energy conservation laws and the reliability of the model was verified. Additionally, dynamic simulations of the SC-CCES system with single-stage compression and single-stage expansion were performed using Matlab/Simulink. Under the designed operating conditions, the energy storage efficiency of the SC-CCES system was found to be 51.98%, with an energy storage density of 447.8 kWh/m3. The energy storage density of the SC-CCES system was more than 20 times higher than that of a traditional compressed air energy storage system. Furthermore, the impact of different high-pressure tank inlet pressures on system performance was analyzed. The results showed that the energy storage efficiency increases with the increase of the inlet pressure of the high-pressure storage tank, while the energy storage density is exactly the opposite. This study provides a basis for the development of compressed carbon dioxide energy storage.

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Predicting surface movement and deformation for continuous mining and continuous backfilling under an artificial lake
ZHANG Guojian, MENG Hao, XIONG Wei, BAI Tao, MENG Xianchen, WANG Jun, LÜ Xiao
Shandong Science    2023, 36 (5): 33-43.   DOI: 10.3976/j.issn.1002-4026.2023.05.005
Abstract202)   HTML5)    PDF(pc) (1383KB)(204)       Save

To investigate surface movement and deformation characteristics due to continuous mining and continuous backfilling (CMCB)of coal under artificial lakes, laboratory and field coring mechanical tests were conducted on the CMCB area to verify the feasibility of the filling body. Based on the equivalent mining height probability integration method, the surface subsidence of the CMCB area was predicted. The height of the water-conducting fracture zone was analyzed using numerical simulation, and its results were compared with those of the probability integration method. The results show that the strength of the filling body is 5.063 MPa, which is higher than the designed strength of 2.0 MPa, ensuring safe mining.Owing to continuous mining and backfilling in the area, the maximum inclination value of the surface was 0.3 mm/m and the maximum horizontal deformation value of the surface was -0.2 mm/m, respectively, which is less than the range of grade Ⅰ damage to brick and concrete structures. The surrounding surface subsidence was gentle, and there was no safety hazard. The height of the water-conducting fracture zone was about 49.7 m, and the distance from the waterproof layer was about 160.3 m, indicating the safety of underwater coal mining. Results of the FLAC3D numerical simulation and probability integration method were close, thereby verifying that the CMCB technology can effectively slow down surface movement and deformation.

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Maximum power point tracking algorithm for photovoltaic arrays under local shadow
LIU Chen, HUANG Yihu
Shandong Science    2023, 36 (5): 44-51.   DOI: 10.3976/j.issn.1002-4026.2023.05.006
Abstract235)   HTML7)    PDF(pc) (1095KB)(94)       Save

The traditional maximum power point tracking (MPPT) algorithm is prone to fall into local optimization in the case of a multipeak photovoltaic array. The butterfly optimization algorithm has a strong global search capability and a relatively stable convergence process; however, it has not been widely used due to its low convergence accuracy. This paper proposes an MPPT algorithm that combines the improved butterfly optimization algorithm with the perturbation and observation method. The traditional butterfly optimization algorithm was optimized by introducing the chaotic mapping theory to improve the distribution of the initial butterfly population. Besides, the dynamic switching probability was used to optimize the switching strategy. Herein, first, the global search capability of the butterfly optimization algorithm was used to locate the range of the maximum power point, and then the small step size perturbation and disturbance observation method were used to accurately locate the maximum power point. This algorithm combines the advantages of the global optimization of the butterfly optimization algorithm and the precise optimization of the perturbation and observation method. Furthermore, Simulink simulation experiments were conducted, and the results were compared with the traditional butterfly optimization algorithm and particle swarm optimization algorithm. The results show that the improved algorithm can adapt to complex and changing light conditions and has certain advantages in both convergence accuracy and speed.

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Predicting interannual variation of global solar radiation trends in Jinan City based on time series sparse coefficient model
JIA Xingbin, GONG Xiang
Shandong Science    2023, 36 (1): 115-123.   DOI: 10.3976/j.issn.1002-4026.2023.01.015
Abstract433)   HTML17)    PDF(pc) (3322KB)(288)       Save

In this paper, we have used the observed data of annual total solar radiation from 1961 to 2016 in Jinan, Shandong Province, and compared and analyzed the fitting results of time series models AR(5) and ARIMA((1,2,4),1,0) via model identification and statistical tests. As per the residual test results, the sparse coefficient model ARIMA((1,2,4),1,0) can be used to predict the total annual surface solar radiation. The prediction results show that the overall interannual variation of surface solar radiation in Jinan from 2017 to 2025 follows an increasing trend and the utilization of solar energy resources can be further explored. Compared to the results of the multiple linear regression model, the time series sparse coefficient model has less error and higher prediction accuracy.

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Characteristics and energy-saving potential of a distributed energy system in the oilfield joint station based on pinch analysis
XU Tao, XU Fei, LIU Wei
Shandong Science    2022, 35 (6): 80-91.   DOI: 10.3976/j.issn.1002-4026.2022.06.011
Abstract310)   HTML7)    PDF(pc) (5482KB)(431)       Save

Currently, Shengli Oilfield has entered the period of ultrahigh water cut, thereby increasing the difficulty of exploitation and raising the cost of oil production. Energy conservation has become the main factor for controlling the cost of oil-production plants. The distributed energy system based on natural gas can be constructed by combining gas turbine or gas internal combustion engine for power generation and flue gas-driven heat pump for the recovery from sewage and heating crude oil. Energy-flow analysis and optimization can be achieved through pinch analysis of a traditional joint station and a joint station distributed energy system. Based on the energy-flow model of a gas internal combustion engine under variable working conditions, the combustion calculation of a gas internal combustion engine is performed via thermal simulation and the pinch analysis is conducted for a traditional joint station that heats crude oil via water jacket heating furnace. Based on the lithium bromide-absorption heat pump energy-flow model driven via flue-gas heat, the pinch point analysis is conducted for the distributed energy system of the joint station. A comparative analysis of the joint station distributed energy system and the traditional joint station is performed. The energy-saving potential of the joint station distributed energy system can reach 24%, contributing to the realization of the “carbon peaking and carbon neutrality” goal.

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Thermodynamic analysis of combined cooling,heating and power system based on solar hydrogen production/high-temperature proton-exchange membrane fuel cell
SONG Rui, JI Feng-jun, SONG Ju-xing, HAN Ji-tian
Shandong Science    2022, 35 (6): 92-102.   DOI: 10.3976/j.issn.1002-4026.2022.06.012
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A combined cooling, heating, and power system based on solar hydrogen production and high-temperature proton-exchange membrane fuel cell is developed in this study. A mathematical model of the system is built using the Matlab software to analyze the operation conditions of the system under rated working condition. The key design parameters, such as the pressure swing adsorption separation rate, current density, and working temperature of the high-temperature proton-exchange membrane fuel cell are studied emphatically to explore their impact on exergy efficiency; primary energy efficiency; and the cooling, heating, power loads of the system. The results demonstrate that the combined cooling, heating, and power system can provide the power load of 236.68 kW, heating, and cooling loads of 1 180.30 kW, and 165.14 kW, respectively, during a 6 h hydrogen production period under the design flow rate of input methanol. The system can output power, heating, and cooling loads of 2.30 × 107, 2.55 × 107,and 1.43 × 107 kJ every 24 h. The 24 h exergy and the primary energy efficiency of the system are 69.18% and 91.96% respectively. Further, it is observed that the largest exergy loss occurs in the burning room, heat exchanger 3, and solar reforming-reaction generator.

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Prediction of hydrate formation of natural gas containing moisture and sulfur in ejector
XU Tao, LIU Wei, WANG Zhao-liang
Shandong Science    2022, 35 (5): 69-79.   DOI: 10.3976/j.issn.1002-4026.2022.05.009
Abstract190)   HTML5)    PDF(pc) (5446KB)(246)       Save

For the continuous decrease in the wellhead pressure of natural gas containing moisture and sulfur in gas fields with high quantities of sulfur, low-pressure gases are transported owing to the surplus pressure from high-pressure gas wells via ejectors. Herein, the Fluent software is used to numerically simulate temperature and pressure profiles for single- and two-phase flows of natural gas containing moisture and sulfur in an ejector. The ZahediⅠmodel is used to predict the formation area of natural gas hydrates in the ejector. The effect of the inlet temperature of the working fluid, sulfur content, and moisture content on the formation of natural gas hydrates is predicted and analyzed. With increasing inlet temperature of the working fluid, the generation area range of natural gas hydrates in the ejector decreases. When the sulfide content is high, the generation area range of natural gas hydrates is large. The working fluid contains water droplets. The generation area of natural gas hydrates in the ejector is smaller than that under a single-phase working medium. Based on these results, measures for reducing natural gas hydrates are proposed.

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Computational fluid dynamic simulation on valve leakage in power plants
ZHANG Bing, ZHANG Li, CHEN Zhi-qiang, LIU Guang-di, ZHAO Hong-xia
Shandong Science    2022, 35 (5): 61-68.   DOI: 10.3976/j.issn.1002-4026.2022.05.008
Abstract333)   HTML8)    PDF(pc) (3442KB)(311)       Save

Currently, the leakage of drain pipeline values in power plants is detected automatically using the principle of heat transfer. However, existing studies have not yet analyzed the flow and heat transfer of the fluid in a pipeline during valve leakage. Furthermore, research on the arrangement of temperature measurement points and the accuracy requirements of temperature measurements is lacking. To address these shortcomings, this study uses a computational fluid dynamic simulation to investigate heat transfer and flow in pipelines when valve leakage occurs. In addition, the influence of different pipeline diameters and insulation materials on differences in the measured temperatures and the amount of leakage is analyzed. The findings of this study provide a reference for the real-time monitoring of dynamic changes in the flow near the valve and the diagnosis of leakage faults of drain valves on engineering sites.

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Increasing the velocity of annular gas in deepwater drilling
WANG Xiao-hui, JIANG Hai-jun
Shandong Science    2022, 35 (4): 77-83.   DOI: 10.3976/j.issn.1002-4026.2022.04.010
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In the process of deepwater drilling, early and accurate monitoring of gas invasion is crucial for drilling safety. Based on Hagdorn and Brown’s method, this study establishes a model for increasing gas velocity after gas invasion in deepwater drilling, optimizes the influence of well deviation angle on the division principle of gas-flow pattern and gas slippage velocity in deviated wells, and realizes the real-time calculation of the time when the gas reaches subsea wellhead in accordance with the gas-liquid flow law in the wellbore after gas invasion. The results can effectively reflect the flow law of wellbore annulus after the gas invasion in deepwater-deviated well drilling and are of great significance for gas-invasion monitoring and well control.

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Microstudy on mixing characteristics of dissimilar particles in bubbling fluidized beds
LI Hua-nan, HUANG Ji-kai, DONG Kai-ming
Shandong Science    2022, 35 (4): 68-76.   DOI: 10.3976/j.issn.1002-4026.2022.04.009
Abstract370)   HTML17)    PDF(pc) (1182KB)(315)       Save

A novel method for measuring the mixing characteristics of dissimilar particles in dense gas-solid two-phase flow based on a capacitance probe was developed. In the mixing process, the variation in the micromixing ratio of dissimilar particles in a bubbling fluidized bed was studied. The influence of convection and diffusion on the mixing of particles at a series of locations in the bubbling fluidized bed and its micromechanism were analyzed. Results show that with increasing bed height, the influence of convective mixing on the mixing of particles first increases and then decreases. The mixing ratio near the wall fluctuates slightly with the mixing time and mainly shows diffusion mixing behavior. No considerable difference is observed in the time required for particles to reach mixing equilibrium at different bed heights, and the time required for particles to reach mixing equilibrium near the wall is approximately twice as long as that at the axial positions. However, the final micromixing indices are similar in the mixing equilibrium state.

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Heat transfer performance of heat exchanger tubes with inserted central inclined rod
WANG Xiao-yu,ZHANG Yu-xiang
Shandong Science    2022, 35 (3): 35-42.   DOI: 10.3976/j.issn.1002-4026.2022.03.005
Abstract373)   HTML5)    PDF(pc) (3333KB)(107)       Save

In the passive improvement of heat transfer technology, the use of inserts in tubes is a very common and practical technique. Inserting a central inclined rod in a heat exchanger tube can realize multilongitudinal vortex flow, similar to the optimized flow field in the tube, and effectively improve the heat exchange performance of the heat exchanger tube while retaining a small increase in flow resistance. In this study, a heat exchanger tube with an inserted central inclined rod is examined based on the numerical simulation method. The influence of the number, pitch, and diameter of inclined rods on the heat transfer performance and resistance characteristics is investigated. Results show that the heat transfer tube with the inserted central inclined rod achieves considerably better heat transfer performance than the smooth tube. The Nusselt number of the heat transfer tube with the inserted central inclined rod increases within a certain range with an increasing number of inclined rods, and the pressure drop increases with the number of inclined rods. When the number of inclined rods is three, the comprehensive heat transfer performance of the heat transfer tube with the inserted central inclined rod is better. The Nusselt number and pressure drop decrease with increasing pitch of the inclined rod. When the pitch of the inclined rod is 20 mm, the comprehensive heat transfer performance of the heat transfer tube with the inserted central inclined rod is better. The Nusselt number and pressure drop increase with the inclined rod diameter. When the inclined rod diameter is 2.0 mm, the comprehensive heat transfer performance of the heat exchange tube with the inserted central inclined rod is better.

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Single-well-based complementary distributed multienergy system and optimization
GAO Guo-qiang,ZHENG Wei-bo,WANG Zhao-liang,CHEN Hong-yu,CHEN Guo-fu
Shandong Science    2022, 35 (3): 43-53.   DOI: 10.3976/j.issn.1002-4026.2022.03.006
Abstract398)   HTML6)    PDF(pc) (5101KB)(218)       Save

In this study, two production modes of oil-collecting pipeline transportation and oil-pulling single-well oil storage tanks are modeled and dynamic simulations are performed. Moreover, the heating load-variation rules and optimal heating parameters of the two modes are further explored. The distributed energy system schemes of crude oil transportation in single-well oil-collecting pipelines and oil-pulling oil storage tanks are designed, which involve a water jacket heating furnace, electric heat tracing, a solar heat-collecting device, a solar heat storage device, and an air source heat pump. Thermodynamic calculations of five types of heat sources are performed, and the objective function and constraint conditions for the two types of distributed energy systems are established to optimize the systems. Results show the required electric heat-tracing proportion of different modes, seasons, and times to achieve the rational use of the heat source and minimize investment and operational costs. Furthermore, economic analysis of several distributed heat sources is performed.

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Energy-saving analysis of the frequency conversion transformation of an electric boiler water feed pump of the deep peak regulation unit
ZHAO Xue-shan,PAN Xiao-jun
Shandong Science    2022, 35 (3): 54-61.   DOI: 10.3976/j.issn.1002-4026.2022.03.007
Abstract400)   HTML9)    PDF(pc) (2325KB)(148)       Save

To improve the throttling loss of an electric water feed pump during the deep peak shaving operation of northeast coal-fired units, and the utilization rate of electric energy and coal consumption, a 600 MW electric water feed pump unit in power plant is taken as an example, using a frequency conversion scheme, under different working conditions (100%, 92%, 83%, 67%, 60%, 53%, and 50% rated loads), to analyze the power and frequency conversion conditions of single and double water feed pumps and identify the relationship between the flow rate, load, electrical efficiency, and active power of the motor. The test results show that the lower the flow, the more greater will be the improvements in the electrical efficiency and active power of the motor, up to 30% and 33%, respectively, subsequent to frequency conversion. Frequency conversion transformation is suitable for this unit, reducing the plant power consumption rate by 0.45%~0.87%, the power saving rate is 21%~33%. The variable frequency drive has a significant energy-saving effect on the deep peak shaving operation of the unit, providing a certain degree of reference for the transformation of the same type of unit.

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Numerical investigation of the flash evaporation process inside a nozzle with two S-shaped internal vanes in a waste heat power generation system
JI Can, LIU Zhi-gang, LÜ Ming-ming
Shandong Science    2021, 34 (6): 77-82.   DOI: 10.3976/j.issn.1002-4026.2021.06.010
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Flash evaporation refers to the abrupt vaporization of liquid when it undergoes a sudden pressure drop. It has broad application prospects in the field of waste heat recovery in energy-intensive industries. Motivated by the lack of research on internal flow and phase-change phenomena inside the nozzle in a waste heat power generation system, in this work, we conduct numerical research on the internal flashing in a typical nozzle with two S-shaped internal vanes. The mathematical description of this problem is given by coupling the Volume of Fluent model and the pressure-driven phase-change model, and a numerical solution is obtained using CFD software. Results show that the fluid starts to rotate and accelerate when it flows through the S-shaped vanes. Downstream the vanes, the rotation speed is low in the middle and high near the wall. After that, the fluid accelerates and ejects through the contraction section of the nozzle. Pressure drop downstream the vanes leads to flash evaporation inside the nozzle, and fluid leaves the nozzle as a liquid-vapor mixture. In addition, a modified nozzle structure is proposed from the perspectives of improving atomization, reducing fouling, and enlarging passage area. The proposed structure can promote the complete and rapid progress of spray flash evaporation and help to further improve the efficiency of the waste heat power generation system.

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Optimal power system dispatch to maximize clean energy utilization
ZHANG Xin-yu,BU Jing
Shandong Science    2021, 34 (6): 83-90.   DOI: 10.3976/j.issn.1002-4026.2021.06.011
Abstract387)   HTML13)    PDF(pc) (2111KB)(521)       Save

Considering different types of power output characteristics and the complementarity and contradiction between them, a multiobjective optimal dispatching model is built for a power generation system that includes hydropower, thermal power, wind power, and an energy storage system. The proposed model is characterized by minimal system cost, minimal air pollution emission, and maximal clean energy utilization. A Monte Carlo simulation and a genetic algorithm are combined to validate the effectiveness of the proposed model using an improved 39-node system. Both the hydropower and energy storage system can fulfill their regulatory functions to the greatest extent in different situations, thus stabilizing the fluctuation of wind power, reducing air pollution emission and wind abandonment, and implementing the allocation of various types of energy sources.

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A new heat transfer calculation model for oil reservoirs with multiple fluids
GAO Guo-qiang, CHEN Guo-fu
Shandong Science    2021, 34 (5): 49-57.   DOI: 10.3976/j.issn.1002-4026.2021.05.007
Abstract409)      PDF(pc) (4120KB)(555)       Save
Based on the concept of representative elementary volume (REV) proposed by Bear, the heat transfer in oil reservoirs containing multiple fluids was studied. Moreover, the “three box” analysis method was used to simplify the heat transfer model of the reservoir REV. Because the multifield coupling mechanism in porous media of the oil reservoir is complex and difficult to analyze, a new “gray box” analysis model was proposed for estimating thermal conductivity and the corresponding calculation formula was provided. Finally, the model was combined with CMG(computer modelling group) software to simulate the operating conditions of the horizontal well injection with multiple thermal fluids. Furthermore, the physical parameter distribution of the ground was obtained, which verified the usability of the proposed model.
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Experimental study on the pool boiling heat transfer characteristics of the microporous surface of copper foam
MA Qing-zhao, CHEN Kang, GE Yi, FENG Jia-hui, HAN Ji-tian
Shandong Science    2021, 34 (4): 73-79.   DOI: 10.3976/j.issn.1002-4026.2021.04.012
Abstract458)      PDF(pc) (2489KB)(494)       Save

In this study, a new type of microporous surface for copper foam was prepared using an improved electroplating method. Further, the microstructure of the microporous surface of copper foam was evaluated using a scanning electron microscope (SEM). In the experiment, deionized water was used as the working medium to investigate the pool boiling heat transfer characteristics of smooth and microporous surfaces, thereby obtaining their pool boiling heat transfer curves. Results show that under identical heat flux conditions, the vaporization core of the microporous surface has a high density in the nucleate boiling zone, which can effectively reduce the superheat associated with the initial boiling point of the wall and considerably increase the pool boiling heat transfer coefficient. Thus, this study proves that the microporous surface of copper foam can be used for the heat dissipation of high-power electronic devices such as semiconductor refrigeration systems.

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Flow fields and dust concentration fields of rain shields in double-layer belt conveyors
HUANG Ting-xiang, HU Cheng-gong, JIANG Xiao-hui, SUN Xiao, CAO Liang, ZHAO Hong-xia
Shandong Science    2021, 34 (4): 80-86.   DOI: 10.3976/j.issn.1002-4026.2021.04.013
Abstract360)      PDF(pc) (2578KB)(313)       Save
A double-layer belt conveyor, which conveys coal on the upper belt and ash powder on the lower belt, is placed higher than the conventional singe-layer belt conveyor. To determine the most appropriate height of the rain shield to prevent ash powder from blowing out under strong crosswinds (velocity is 17 m/s), the Fluent software is used to numerically simulate the distribution of the flow fields and the dust concentration fields within the rain shield with or without crosswind based on the theory of gas-solid two-phase flow. The calculation results show that crosswinds strengthen the vortex formed between the double-layer belts and the ash powder may thus be blown out. When the crosswind velocity is 17 m/s, the vortex formed is not too strong and the ash powder will not be blown out of the rain shield. Under crosswind conditions, there is wind blowing with very high velocity(up to 55 m/s) on the top of the rain shield; as such, the stress exerted by the strong winds should be considered in the process of designing the strength of the rain shield. In the presence of crosswinds, the dust concentration in the rain shield is the highest at the junction of the coal conveying belt and coal pile, and is the second highest at the junction of the ash powder conveying belt and ash powder pile. When the crosswind velocity is 17 m/s, the dust concentration outside the rain shield is less than 4×10-6 kg/m3, which meets the requirements of the Coalmine Safety Regulations
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Analysis of factors affecting the remaining service life of power lithium battery
SUN Xi-quan, HOU En-guang
Shandong Science    2021, 34 (3): 49-53.   DOI: 10.3976/j.issn.1002-4026.2021.03.008
Abstract549)      PDF(pc) (987KB)(511)       Save
To effectively evaluate the remaining service life of a power lithium battery system, key factors affecting its remaining service life must be accurately obtained. In this paper, the current of the battery during charging and discharging, temperature, and real-time voltage were determined as the key factors. The influence of each factor on the remaining service life of the power lithium battery was analyzed using the principal component analysis method to perform a quantitative analysis. The values of each factor were collected during the processes of repeated charging and discharging cycle. Through the verification and comparison of the remaining service life prediction, it was observed that the cumulative contribution rate of the first five factors accountted for 99% (the error range was within 3%) and the cumulative contribution rate of the first four factors accountted for 90% (the error range was within 4%).
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External flow field analysis and streamlined improvement of a car
LIU Jin, JIANG Hui-lue, LIU Bo, DU Da-wei
Shandong Science    2020, 33 (3): 87-92.   DOI: 10.3976/j.issn.1002-4026.2020.03.013
Abstract573)      PDF(pc) (8018KB)(545)       Save
Based on a miniature car as a prototype, a numerical simulation of the aerodynamic characteristics of the car's three-dimensional external flow field is carried out. By analyzing the pressure field between the original car and the improved streamlined car at different speeds, and comparing the aerodynamic drag values.The results show that the pressure distribution of the improved streamlined car has been effectively improved at the normal driving speed of 20 m/s or the limiting driving speed of 50 m/s. The aerodynamic drag of the car is 6.67% at the normal driving speed of 20 m/s, and it can still reduce the resistance by 4.55% at the limiting driving speed of 50 m/s. The improved car can effectively reduce the aerodynamic drag value, and improve the power and fuel economy of the car. 
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Monthly solar radiation re-estimation in Shandong based on Angstrom-Prescott model and spatial interpolation 
WANG Ren-zheng, SHAN Zheng-duo, WANG Jian-xin, MENG He, GONG Xiang
Shandong Science    2020, 33 (3): 93-99.   DOI: 10.3976/j.issn.1002-4026.2020.03.014
Abstract720)      PDF(pc) (3684KB)(364)       Save
Based on the Angstrom-Prescott model and spatial interpolation method, an estimation method of monthly solar radiation in Shandong Province is constructed herein, and the accuracy of the proposed method is verified using the radiation observation data from three national stations (Jinan, Juxian, and Fushan) and those from Heze, Liaocheng, Zibo, and Qingdao. First, based on the observation data of radiation and sunshine percentage between 1992 to 2015 from the three national stations, the Angstrom-Prescott model coefficients (A-P coefficients) in different months are obtained using the least square fitting method and verified using the observation data in 2016. Then, the solar radiation in Heze, Liaocheng, Zibo, and Qingdao is estimated using different spatial interpolation methods, and an optimal spatial interpolation method is selected based on these results. Finally, this method is compared with other methods in literature. The estimation results of monthly solar radiation in the national stations in 2016 show that the monthly average σMRE is approximately 3.5%, and the monthly average σRMSE is approximately 17 MJ/m2~24 MJ/m2, proving that the A-P coefficient has a high accuracy. From the estimation results of monthly solar radiation in Heze, Liaocheng, Zibo, and Qingdao stations, the minimum curvature method with the least error (σMRE is approximately 7.22%, σRMSE is approximately 16 MJ/m2~69 MJ/m2) is selected as the optimal spatial interpolation method. Compared with other methods in literature, results show that the accuracy of monthly solar radiation estimation based on the proposed method is higher, and it can be extended to other regions.

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Quantitative study on energy saving of stamping by servo press
WEN Xiao-yang, GAO Jian-bo, WANG Qi-wu, LI Qi, ZHANG Chuan-jin, LÜ Yan
Shandong Science    2020, 33 (2): 46-53.   DOI: 10.3976/j.issn.1002-4026.2020.02.008
Abstract468)      PDF(pc) (6414KB)(334)       Save
To investigate the energy saving effect of servo press in stamping production, the energy consumption and the slide power of a 6300 kN multi-link mechanical servo press used in the stamping production of washing machines were quantitively measured, and the energy consumption was calculated and analyzed. The results showed that the single energy consumption of the tested press was 0.094 5 kW·h, and the single specific energy consumption was 15.0×10-6 kW·h/kN. The energy transfer efficiency from the machine input to the slide was 39.5%. Based on these results, the single energy consumption of the tested press was observed to be 86.4% lower than that of the traditional 8000 kN hydraulic press replaced, and the energy transfer efficiency was at least 25% higher than that observed in the literature data. Furthermore, along with its high shaping performance, the proposed method of using servo press technology has also achieved remarkable energy saving effect.
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Research on the optimization of a building-type natural gas distributed energy system based on annual dynamic load
LI Bo-wen, FENG Hong-qing, ZHANG Xiao-dong, LI Xue-meng
Shandong Science    2020, 33 (2): 54-62.   DOI: 10.3976/j.issn.1002-4026.2020.02.009
Abstract358)      PDF(pc) (5798KB)(183)       Save
Focusing on the optimization of a building-type natural gas distributed energy system, in this study,the dynamic electric load averaging algorithm and multidimensional iterative algorithm were combined to determine the capacity of a basic generator set. The optimal power range of the generator set was determined to be 2297~2477 kW. Results of the analysis of the project’s energy consumption showed that the primary energy saving ratio of the optimized model increased by 14.3%, the economic cost of energy increased by 20.14%~20.85%, and the comprehensive energy utilization rate was greater than 70%.
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Numerical simulation and sulfur release analysis of ejection supercharging of high sulfur containing natural gas
HU Wen-xin, ZHANG Ke-fang, WANG Zhao-liang, MO Qiong, LIU De-xu
SHANDONG SCIENCE    2018, 31 (6): 41-49.   DOI: 10.3976/j.issn.1002-4026.2018.06.007
Abstract614)      PDF(pc) (3967KB)(335)       Save

In order to increase the wellhead pressure in Puguang gas field that had high sulfur containing natural gas, a plan of using natural gas ejector to improve the pressure of low-pressure natural gas formation then transport was expressed. Due to the change of temperature and pressure in the process of ejection supercharging, high sulfur containing natural gas may produce sulfur release in ejector, the deposition of elemental sulfur can cause clogging and increase the corrosion of equipment. In this paper, a mathematical model for ejection supercharging of high sulfur containing natural gas was established to study the pressure, temperature and velocity distribution characteristics of natural gas in the ejector. The factors affecting the entrainment ratio were studied, and the possibility of sulfur release in the process of ejection supercharging was analyzed. The result shows that sulfur release occurs in the ejector under the design condition. The analysis results can provide guidance for ejection supercharging technology of high sulfur containing natural gas field.

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Experimental study on flow past micro-cylinder-groups by Micro-PIV method
LI Yong, Lü Ming-ming, LIU Zhi-gang, ZHU Ye
SHANDONG SCIENCE    2018, 31 (6): 50-54.   DOI: 10.3976/j.issn.1002-4026.2018.06.008
Abstract449)      PDF(pc) (3937KB)(387)       Save

The micro-cylinder-group is an efficient heat dissipation structure, which has great application prospects for solving the cooling problems in micro space. The flow characteristics in the channel with micro-cylinder-group are the foundation for the design and optimization of the heat dissipation structure. Micro particle image velocimetry (Micro-PIV) was used to study the flow past the micro-cylinder-group and the flow field around micro-cylinders with different Reynolds numbers was measured. The velocity field of the micro-cylinder-group and the effects of Reynolds number on the vortex structure and the backflow length were analyzed. The results show that vortex structure appears in the wake region of micro-cylinder and the backflow length increases gradually with the increase of Reynolds number. The boundary layer separation phenomenon in flow past the micro-cylinder has a certain lag compared with the macro-scale.

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Experimental investigation of boiling incipience in micro pin fin heat sinks
KONG Ling-jian, LIU Zhi-gang, JI Can, JIANG Ya-ke
SHANDONG SCIENCE    2018, 31 (4): 65-71.   DOI: 10.3976/j.issn.1002-4026.2018.04.011
Abstract687)      PDF(pc) (5370KB)(295)       Save

An experiment study has been conducted to investigate the onset of nucleate boiling (ONB) characteristics of deionized water in circular, diamond and elliptic micro pin fin heat sinks. The experiments were carried out in a range of mass flux from 292.8 to 412.2 kg/(m2·s), inlet temperature from 50.6 to 81.5 °C, heat flux from 10.1 to 87.1 W/cm2. The wall temperature and pressure drop distributions of the micro pin fin heat sinks were analyzed from singlephase forced convection to twophase flow boiling heat transfer. The experiment results indicate that the ONB can be identified as the point at which deviations from singlephase trend is shown as a sudden change in temperature and pressure drop versus the heat flux. A parametric study was explored to investigate the effects of the experimental parameters on ONB. The heat flux at the ONB increases with an increase in mass flux. However, raising the inlet temperature can cause a reduction on the heat flux at the ONB. Besides, the heat flux at the ONB in circular, diamond and elliptic micro pin fin heat sink decreases successively under the same experimental condition.

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Effect of DBA、SDBS on phase separation and coking granularity during thermal reaction
ZHOU Ying-mei
SHANDONG SCIENCE    2018, 31 (4): 72-78.   DOI: 10.3976/j.issn.1002-4026.2018.04.012
Abstract296)      PDF(pc) (5680KB)(368)       Save

In this paper, the phase separation and coke granularity of Liaohe atmospheric residuum (LHAR) and Karamay atmospheric residuum (KLAR) in the coking reaction were investigated. The effects of additives on the phase process and coke particle size were also investigated. The results showed that when sodium dodecyl benzene sulfonate (SDBS) and 4-Dodecylbenzenesulfonic acid (DBA) were added in LHAR,it could obviously change the phase separation process during the process of thermal reaction, the capacity of coking was increased and the size of coke was obviously reduced. The coke yield of KLAR in the coking reaction was decreased dramatically due to the addition of DBA. DBA could interact with the polar functional groups of asphaltene colloid in the process of thermal reaction. Therefore, the aggregation of asphaltene was inhibited and the phase separation of the system was delayed. The coke was smaller and the number of coke centers increased with the addition of DBA, So the coke size was reduced greatly when the total coke amount was similar.

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Thermal performance of a new kind of heat sink fabricated by flat aluminum multiport extruded tubes for electronic devices cooling
TANG Sheng,ZHAO Yao-hua, DIAO Yan-hua,QUAN Zhen-hua
SHANDONG SCIENCE    2018, 31 (3): 39-47.   DOI: 10.3976/j.issn.1002-4026.2018.03.007
Abstract438)      PDF(pc) (11515KB)(328)       Save

This study proposed a new kind of mini/microchannel heat sink fabricated by flat aluminum multiport extruded tubes, which was reliable for structure and simple for manufacturing process. In order to investigate the thermal characteristics of heat sinks, a threedimensional conjugated heat transfer model was developed. Meanwhile, an experiment was conducted to verify the reliability of the model, which included channel aspect ratio, channel width ratio and channel number on thermal resistance under pumping power consumption(Ω=0.03 W). In addition, the overall resistance of heat sink was divided into three parts (conduction resistance, convective resistance, and heat capacity resistance) and calculated in detail. Moreover, the effect of width and height of fins on enhancement of heat transfer factor (PEC) was discussed, and the optimized width of fins was calculated. This study provides a reference for the design of this kind of heat sink.

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Thermal performance analysis of sunflower radiator
JIA Lei, JI Can, JIANG Ya-ke, LIU Zhi-gang
SHANDONG SCIENCE    2018, 31 (3): 48-54.   DOI: 10.3976/j.issn.1002-4026.2018.03.008
Abstract536)      PDF(pc) (4310KB)(529)       Save

For a sunflower radiator with a length of 10 cm, a fin number of 18, a fin thickness of 0.7 mm, and a fin height of 14 mm, numerical simulation model was established. The simulation was verified by experiments and errors were within 3.5%, which proved that the simulation result was reliable. Based on this, numerical simulation was carried out to study the quantitative relationship between radiator length, fin number, fin height and fin thickness vs. fin temperature and heat transfer coefficient. The results show that under the same amount of heat dissipation, the fin temperature and heat transfer coefficient decrease with the increase of the radiator length, while the fin temperature decreases first and then increases with the increase of fin number. Therefore, there is an optimal number of fins to maximize heat dissipation. The fin temperature decreases with height, while the fin thickness has little effect on the fin temperature.

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Experimental study of flow boiling two-phase frictional pressure drop in an array of micro-pin-fins
GUO Bao-cang, DU Bao-zhou, LIU Zhi-gang, KONG Ling-jian, Lü Ming-ming, LI Hui-jun
SHANDONG SCIENCE    2017, 30 (6): 50-57.   DOI: 10.3976/j.issn.1002-4026.2017.06.009
Abstract502)      PDF(pc) (4926KB)(570)       Save
To investigate the factors affecting the flow boiling twophase frictional pressure drop in an array of micropinfins, the experiments were carried out in micro pin fin heat sink having cylindrical fins with height of 500 mm and diameter of 500 mm, in which twophase flow patterns with different heating powers were recorded and analyzed by the high speed camera. The experiment parameters were as follows: mass flux G=341~598.3 kg·m-2·s-1, heat flux q=20~160 W·cm-2, vapor quality x=0~0.2. The results showed that the twophase frictional pressure drop increased with the mass flux and increased linearly with the heat flux. The influence of the fluid subcooled on the two-phase frictional pressure drop was weakened gradually with the increase in vapor quality. Based on the visual observations, the bubble flow and annular flow were observed in the micro pin fin heat sink with the increase of heat flux, and the twophase frictional pressure drop in annular flow was obviously higher than that in bubble flow.
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Simulation study on hydrodynamics of activated coke in fluidized bed reactor
HE Yan, WU Gong-peng, CHEN Wei
SHANDONG SCIENCE    2017, 30 (6): 58-64.   DOI: 10.3976/j.issn.1002-4026.2017.06.010
Abstract427)      PDF(pc) (2920KB)(710)       Save
The numerical simulation was employed to investigate hydrodynamics of activated coke of two-dimension fluidized bed under different operation conditions, based on the two-fluid model. Results show that the pressure drop of fluidized bed is up to maximum with low gas velocity and high solid flux, and it increases gradually with the increase of solid volume fraction. Axial solid concentration of activated coke at the bottom of fluidized bed is denser than that at the top, which
verifies the heterogeneous distribution of particles. Axial averaged velocity of particles is easily subject to gas velocity, which is low at the bottom of fluidized bed and increases with the increase of bed height due to gas entrainment. Therefore, reasonable operation conditions (such as gas velocity and solid circulating flux) are significant for improving gassolid reaction efficiency of fluidized bed.
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Experimental investigation for the intrinsic reduction kinetics of a hematite as oxygen carrier in chemical looping combustion
SU Ming-ze, ZHAO Hai-bo, DU Bao-zhou, ZHANG Peng-fei, LIU Zhi-gang
SHANDONG SCIENCE    2017, 30 (1): 41-51.   DOI: 10.3976/j.issn.1002-4026.2017.01.007
Abstract356)      PDF(pc) (1706KB)(1221)       Save

 In this work, the intrinsic kinetics of the first reduction stage of a hematite as oxygen carrier (OC) reduced by carbon monoxide (CO) has been investigated. For the intrinsic kinetics analysis, the BET surface area and the pore size distribution tests showed that the porosity of this kind of OC was 0.031, which revealed that the OC had dense structure with undeveloped pore structure. The temperature programmed reduction experiments were conducted in the thermo gravimetric analyzer, which showed that the reduction of OC was conducted in stages, and the appropriate experimental temperature range for testing the intrinsic kinetics of the first reduction stage was 400~650 °C. Furthermore, a series of formal experiments were conducted in a batch fluidized bed system with different temperatures and different CO concentrations. The intrinsic activation energy and the preexponential factor were determined as 138.55 kJ/mol and 6.8×1013 s-1 respectively, after the internal and external diffusion factor been eliminated. The analysis to the internal and external diffusion factors deepened the acknowledgement to the reaction properties of this kind of hematite OC reduced by CO. The researching results of this paper had good compatibility with many previous research conclusions such as shrinking core model, external diffusion control and smaller apparent activation energy.

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Thermodynamic cycle optimization of waste heat recovery heat pump for marine aquaculture
JIANG Ya-ke, WU Yu-guo, GAO Bo, LIU Jing
SHANDONG SCIENCE    2017, 30 (1): 52-58.   DOI: 10.3976/j.issn.1002-4026.2017.01.008
Abstract599)      PDF(pc) (1954KB)(787)       Save

The Ebsilon software was employed to establish a thermodynamic cycle model of a typical heat pump heating system by utilizing the waste heat in marine aquaculture. Simulations were carried out to find out the defects of the heat pump system for a typical engineering case. The optimization of the heat pump system was carried out, and a doubled energy efficiency was obtained. In the case of an indoor sea cucumber seedling plant in Qingdao sea area, electricity saving is up to 2 000 kW·h each day in winter. The energy saving potential is tremendous, and the economic benefit is remarkable. The case analysis shows that the critical point is to follow the essential scientific principle of"temperature counterpart and cascade utilization" when reusing the waste heat of drainage in mariculture by a heat pump system.

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Transport numerical simulation of Na+ and K+ in NaKBASE tube with different temperatures and tortuosity
GUAN Ning,LIU Zhigang, JIANG Guilin, ZHANG Chengwu,L Mingming
SHANDONG SCIENCE    2016, 29 (5): 76-80.   DOI: 10.3976/j.issn.1002-4026.2016.05.013
Abstract413)      PDF(pc) (1975KB)(684)       Save

We established a fractal model for the microstructure of NaK-BASE tube with the transport of Na+ and K+ in NaK-BASE tube as a subject. We simulated the transport of Na+ and K+ in NaK-BASE tube with PoissonNernstPlanck multiions transport model. We also investigated ion transport process in NaK-BASE tube with different temperatures. Results show that cation transport concentration and surface charge density of Na+ and K+ have direct relationship with the temperature of NaK-BASE tube. Peak value of cation concentration in NaK-BASE tube will decrease with the increase of BASE tube temperature. Peak value of Na+ and K+ can be enhanced by the increase of NaK-BASE tube tortuosity. Moreover, surface charge density of Na+ and K+ in BASE tube gradually increases with the increase of temperature. Discrepancy of surface charge density gradually increases with the increase of tortuosity.

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