Beijing University of Civil Engineering and Architecture (China)
China Electronics Engineering Design Institute Co., Ltd. (China)
Inventor
Li, Haiyan
Liu, Zhaoying
Shen, Yingjie
Zhang, Haijun
Zhang, Ziyang
Jian, Meipeng
Tan, Chaohong
Fang, Yuanping
Abstract
The present invention provides a denitrification and dephosphorization composite filler, a preparation method and application. The composite filler is prepared with a polysulfone polymer as a skeleton and a hybrid denitrification electron donor material by an immersion precipitation phase conversion method. The composite filler designed by the present invention has uniform ball formation and strong controllable performance, solves the problem of poor stability of denitrification and dephosphorization in a system due to the disadvantages of easy system blockage, high consumption speed, weak synergy, etc. in the traditional improved medium, and has broad application prospects in wastewater treatment.
B01J 20/28 - Solid sorbent compositions or filter aid compositionsSorbents for chromatographyProcesses for preparing, regenerating or reactivating thereof characterised by their form or physical properties
B01J 20/20 - Solid sorbent compositions or filter aid compositionsSorbents for chromatographyProcesses for preparing, regenerating or reactivating thereof comprising inorganic material comprising free carbonSolid sorbent compositions or filter aid compositionsSorbents for chromatographyProcesses for preparing, regenerating or reactivating thereof comprising inorganic material comprising carbon obtained by carbonising processes
B01J 20/30 - Processes for preparing, regenerating or reactivating
C02F 1/28 - Treatment of water, waste water, or sewage by sorption
C02F 3/32 - Biological treatment of water, waste water, or sewage characterised by the animals or plants used, e.g. algae
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Yu, Miao
Han, Jinyang
Hu, Jingxuan
Yan, Jiaxin
Wu, Honghao
Sun, Jianqun
Abstract
Provided are a method, a device and electronic equipment for detecting a stability of a generator set in a power system. The method includes following steps: determining a target matrix by using Liapunov's direct method based on a state space matrix corresponding to power management unit (PMU) data; obtaining a state deviation corresponding to the PMU data and an oscillation curve corresponding to the state deviation in a case of determining the power system being in a stable state according to the target matrix; determining extreme point values corresponding to the oscillation curve at each oscillation; and evaluating a working state of the generator set in the power system according to the extreme point values.
G06F 30/20 - Design optimisation, verification or simulation
G06F 30/18 - Network design, e.g. design based on topological or interconnect aspects of utility systems, piping, heating ventilation air conditioning [HVAC] or cabling
3.
Coriolus versicolor, and preparation method and use
Beijing University of Civil Engineering and Architecture (China)
Inventor
Gao, Dawen
Tang, Teng
Liang, Hong
Wang, Litao
Abstract
Coriolus versicolor growth rate and strong contamination resistance. The solid medium avoids the tendency to contamination of current media during an experimental process, and reduces culture cost. The solid medium provides higher biomass and stronger contamination resistance than a potato dextrose agar (PDA) medium.
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Zhao, Jianghong
Dou, Xintong
Zhao, Yingxue
Wang, Yinrui
Zhang, Ruiju
Abstract
A full-automatic classification method for a three-dimensional point cloud, including: acquiring a three-dimensional point cloud dataset; performing down-sampling on a three-dimensional point cloud represented by the three-dimensional point cloud dataset, selecting some points in the three-dimensional point cloud as sampling points, constructing a point cloud area group based on each sampling point, extracting a global feature of each point cloud area group, and replacing the point cloud area group where the sampling point is located with the sampling point; performing up-sampling on the three-dimensional point cloud, and performing splicing fusion on the global features of the point cloud area group where each point in the three-dimensional point cloud is located; performing category discrimination on each point in the three-dimensional point cloud; performing statistics on the number of points contained in each category, and selecting the category with the largest number of points as the category of the three-dimensional point cloud.
G06V 10/764 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
G06T 3/40 - Scaling of whole images or parts thereof, e.g. expanding or contracting
G06V 10/44 - Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersectionsConnectivity analysis, e.g. of connected components
G06V 10/774 - Generating sets of training patternsBootstrap methods, e.g. bagging or boosting
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
5.
Method for recognizing seawater polluted area based on high-resolution remote sensing image and device
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Zhang, Xueling
Li, Lu
Abstract
A method for recognizing polluted seawater areas based on high-resolution remote sensing images includes performing automatic sea and land classification on a remote sensing image by using a supervised learning algorithm. The classification result reaches a higher precision level by processized iterative clustering compared to conventional methods. The method further includes combining a chlorophyll-associated normalized difference vegetation index, a brightness-associated normalized difference water shadow index, a segmentation-based image interpretation thought and a human visual saliency-based mechanism in remote sensing interpretation by virtue of a chlorophyll concentration difference of a seawater polluted area and surrounding seawater and a brightness difference of pollutant shadows. The seawater polluted area is extracted by threshold segmentation. An area where the water quality is good and a heavily polluted area are extracted. A pollution transition area is further extracted. The method provides convenience and an accurate reference for prevention and control of marine pollution.
G06T 7/90 - Determination of colour characteristics
G06T 7/70 - Determining position or orientation of objects or cameras
G06V 20/70 - Labelling scene content, e.g. deriving syntactic or semantic representations
G06V 10/762 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
G06V 10/32 - Normalisation of the pattern dimensions
G06V 10/764 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
Beijing University of Civil Engineering and Architecture (China)
Inventor
Gao, Dawen
Li, Yuqi
Abstract
A biofilm composite carrier and a preparation method and use thereof are provided. The biofilm composite carrier includes a polyurethane framework, an adhesive and a functional material, wherein the functional material is adhered to the surface and pores of the polyurethane framework through the adhesive, and the functional material is a mixture of zeolite and tourmaline. The biofilm composite carrier is beneficial to the quick start-up and stable operation of the municipal sewage deammonification system under conditions of low temperature and low ammonium.
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Zhang, Yu
Zhang, Mingkui
Liu, Dongqiao
Guo, Maozu
Li, Jitao
Lv, Zhaoyong
Su, Yilin
Gao, Kailong
Liu, Kaifeng
Abstract
A K-nearest neighbour rock burst prediction method and device based on big data visualization analysis are provided. The method includes the following steps: S1, obtaining spectrum characteristics and amplitude/energy characteristics of rocks according to rock data; and S2, accurately predicting rock burst by a K-nearest neighbour algorithm according to the spectrum characteristics and the amplitude/energy characteristics. By adopting the technical scheme, the rock burst can be accurately predicted to avoid huge economic and casualties.
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (USA)
Inventor
Lv, Jingguo
Cao, Yifei
Qu, Ningning
Hu, Tingrui
Abstract
A method for detecting a dim and small object based on a discriminant feature of video satellite data is provided. The method makes full use of the discriminant feature to improve detection accuracy of the dim and small object. A symmetric semantic segmentation model and an autoencoder model are used to extract the discriminant feature of an object. A top-down adjustment mechanism is used to fuse an image feature and the discriminant feature of the object. Then an attention mechanism is used to enhance a background to further increase contrast between the object and the background. A multi-scale semantic analysis strategy is introduced, and a pyramid model is used to extract the dim and small object in the video satellite data.
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Xu, Rongji
Li, Yinshi
Abstract
The present invention provides a cold-storage instantaneous heat pump water heater (HPWH). The HPWH includes a cold-water tank, a main evaporator, a compressor, and a hot water heat exchanger. In the present invention, heat of a working medium in the cold-water tank is absorbed by the main evaporator, and bathing water is rapidly heated by the hot water heat exchanger (condenser of the heat pump), thereby realizing instant heating with small input electrical power. Cold-water tank replaces the hot water tank of conventional HPWH avoiding energy loss during hot water storage. The working medium in the cold-water tank absorbs heat from the environment, to further improve energy utilization. In addition, there are three energy recovery evaporators to recover the waste heat of bathing.
Beijing University of Civil Engineering and Architecture (China)
Inventor
Li, Jie
Wang, Xiaoyan
Zhang, Yanxiong
Gu, Jialing
Tao, Long
Chen, Cheng
Abstract
Disclosed is a method for optimizing feature parameters of straight grooves of a wet friction element and relates to the technical field of heavy-duty vehicle transmission. By using the method, the feature parameters of the straight grooves of the wet friction element can be improved by optimization, and the thermoelastic stability of the wet friction element can be improved.
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Zhang, Xueling
Li, Lu
Abstract
Disclosed are a seawater-polluted area identification method based on a high-resolution remote-sensing image, and a device, belonging to the field of digital image processing. According to the method, first, automatic sea and land classification is performed on a remote-sensing image by means of a supervised learning algorithm, a classification result can achieve a relatively high precision level by means of processed iterative clustering, and additionally, compared with existing sea-land border analysis and classification methods, the method has a relatively small computation amount; and then, a chlorophyll concentration difference and a pollutant shadow brightness difference between a marine polluted area and surrounding seawater are used to combine a normalized vegetation index related to chlorophyll, a normalized water body shadow index related to brightness, segmentation-based image interpretation ideas and a human-vision-based significance mechanism in remote sensing interpretation to extract the marine polluted area by means of threshold segmentation, an area with good water quality and a heavily polluted area are respectively extracted, and a pollution transition area is further acquired. The method of the present invention provides a convenient and accurate reference for marine pollution prevention and control.
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Yao, Dechen
Yang, Jianwei
Bai, Tangbo
Kou, Ziming
Sun, Ran
Liu, Chuan
Wen, Fang
Pang, Zhifen
Abstract
An intelligent storage control system is provided in the present invention. The system includes a tower body, a delivery module, a drive module, a clamping module, an operation module, a control module, and a communication unit. When the control module receives a storage command transmitted by the operation module, the main controller is configured to analyze whether there is free storage space. If there is a free storage space, the control module controls the drive module to drive the delivery module to push the bicycle to the storage space of the tower body, and a serial number of the storage space is displaced on a display screen. The present invention can operate conveniently, and can save the footprint area of bicycles.
E04H 6/42 - Devices or arrangements peculiar to garages, not covered elsewhere, e.g. securing devices, safety devices
E04H 6/00 - Buildings for parking cars, rolling-stock, aircraft, vessels or like vehicles, e.g. garages
B62H 3/00 - Separate supports or holders for parking or storing cycles
E04H 6/28 - Garages for many vehicles with mechanical means for shifting or lifting vehicles with means for transport in vertical direction only or independently in vertical and horizontal directions characterised by use of turntables or rotary rings for horizontal transport
G05B 19/4155 - Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by programme execution, i.e. part programme or machine function execution, e.g. selection of a programme
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Yang, Jianwei
Yao, Dechen
Bai, Tangbo
Kou, Ziming
Sun, Ran
Liu, Chuan
Pang, Zhifen
Wen, Fang
Abstract
A three-dimensional rotating intelligent storage compartment is provided in the present invention, which includes a tower body, a center of the tower body being provided with a central garage for storing bicycles, the central garage including a central pillar. A plurality of layers of placement plates are arranged around the central pillar, and each layer of the placement plates is equally divided into a plurality of independent storage spaces by a longitudinal partitioning plate. A longitudinal edge on one side of the longitudinal partitioning plate is fixed to the central pillar; each storage space is provided with a clamping mechanism for clamping bicycle. An inner wall of the tower body is longitudinally provided with a plurality of loop tracks, each loop track is provided with a plurality of ferry parking spaces, which are movable within the loop track, is capable of clamping bicycle in a standing position and capable of pushing bicycle to the placement plate. The present invention can operate conveniently, and can save footprint area of bicycles.
E04H 6/42 - Devices or arrangements peculiar to garages, not covered elsewhere, e.g. securing devices, safety devices
E04H 6/00 - Buildings for parking cars, rolling-stock, aircraft, vessels or like vehicles, e.g. garages
E04H 3/00 - Buildings or groups of buildings for public or similar purposesInstitutions, e.g. infirmaries or prisons
B62H 3/00 - Separate supports or holders for parking or storing cycles
E04H 6/18 - Garages for many vehicles with mechanical means for shifting or lifting vehicles with means for transport in vertical direction only or independently in vertical and horizontal directions
E04H 6/28 - Garages for many vehicles with mechanical means for shifting or lifting vehicles with means for transport in vertical direction only or independently in vertical and horizontal directions characterised by use of turntables or rotary rings for horizontal transport
G05B 19/4155 - Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by programme execution, i.e. part programme or machine function execution, e.g. selection of a programme
14.
Method and device for dirt intercepting permeable pavement
Beijing University of Civil Engineering and Architecture (China)
Inventor
Li, Haiyan
Yang, Zhichao
Huang, Yan
Wu, Liyuan
Zhang, Xiaoran
Zhang, Ziyang
Li, Jinxi
Abstract
A method for permeable pavement of dirt interception comprises laying a permeable structure layer with a toothed groove between the base layer and the transition surface of the cushion layer or directly setting the upper surface of the cushion layer as a toothed structure; in the base layer, laying at least one layer of dirt interception trough; providing a water-permeable coating or fine sand at the bottom of the sewage interception trough; the present invention traps the dirt between the base layer and the cushion layer that are most likely to cause void blocking in the base layer, close to the shallow part of the surface layer is used to remove dirt by high-pressure flushing operations.
B32B 3/30 - Layered products comprising a layer with external or internal discontinuities or unevennesses, or a layer of non-planar shapeLayered products comprising a layer having particular features of form characterised by a particular shape of the outline of the cross-section of a continuous layerLayered products comprising a layer with external or internal discontinuities or unevennesses, or a layer of non-planar shapeLayered products comprising a layer having particular features of form characterised by a layer with cavities or internal voids characterised by a layer formed with recesses or projections, e.g. grooved, ribbed
B32B 5/16 - Layered products characterised by the non-homogeneity or physical structure of a layer characterised by features of a layer formed of particles, e.g. chips, chopped fibres, powder
B32B 13/04 - Layered products essentially comprising a water-setting substance, e.g. concrete, plaster, asbestos cement, or like builders' material comprising such substances as the main or only constituent of a layer, next to another layer of a specific substance
E01C 7/32 - Coherent pavings made in situ made of road-metal and binders of courses of different kind made in situ
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
DALIAN UNIVERSITY OF TECHNOLOGY (China)
BEIJING JINGDA SUSTAINABLE ENERGY TECHNOLOGY CO., LTD. (China)
Inventor
Liu, Guichang
Wang, Suilin
Li, Cheng
Mu, Lianbo
Abstract
Disclosed is a heat exchanger with a butterfly finned pipe. The heat exchanger comprises a heat exchange pipe (1) and multiple groups of fins (2) arranged on the heat exchange pipe (1). Each group of fins (2) is in the form of a butterfly structure, wherein the butterfly structure is constituted by two half butterfly fins (2) symmetrically arranged at two sides of the heat exchange pipe (1), and four corners of each half butterfly fin (2) are all arc-shaped corners (3), with the radius of curvature of each arc-shaped corner (3) being from 10 mm to 100 mm. By means of the heat exchanger, acid etching, erosion-corrosion and stress corrosion to the heat exchanger, in particular to the heat exchange fins (2), are effectively reduced, and automatic dedusting is realized, improving heat transfer performance and prolonging the service life of the heat exchanger.
F28F 1/32 - Tubular elements or assemblies thereof with means for increasing heat-transfer area, e.g. with fins, with projections, with recesses the means being only outside the tubular element and extending transversely the means having portions engaging further tubular elements
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Yao, Dechen
Yang, Jianwei
Bai, Tangbo
Kou, Ziming
Sun, Ran
Liu, Chuan
Wen, Fang
Pang, Zhifen
Abstract
Disclosed is an intelligent storage control system, comprising a warehouse, a conveying module, a driving module, a clamping module, an operating module, a control module and a communication unit. When the control module receives a vehicle storage instruction transmitted by the operating module, a main controller analyzes whether there is an idle storage space; if there is an idle storage space, the control module controls the driving module such that same drives the conveying module to convey a bicycle to the storage space of the warehouse; and the serial number of the storage space is displayed on a display screen. The system is easily operated and saves on the area occupied by bicycles.
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Yang, Jianwei
Yao, Dechen
Bai, Tangbo
Kou, Ziming
Sun, Ran
Liu, Chuan
Pang, Zhifen
Wen, Fang
Abstract
A three-dimensional rotary intelligent storage compartment. The compartment comprises a tower body (1). A central garage for storing bicycles is provided in the center of the tower body (1). The central garage comprises a central column (5). Multiple placement plates (4) are arranged around the central column (5). Each placement plate (4) is equally divided into multiple independent storage spaces (9) by means of vertical partition plates (22). One vertical edge of each vertical partition plate (22) is fixed to the central column (5). A clamping mechanism (8) for clamping a bicycle is provided in each storage space (9). Multiple loop rails (2) are vertically arranged on the inner wall of the tower body (1). Multiple ferry parking spaces (3) are arranged on each loop rail (2). The ferry parking spaces (3) can move in the loop rail (2), and can clamp bicycles to make same stand, push the bicycles onto the placement plates (4), and clamp the bicycles into the clamping mechanisms (8) in the storage spaces. The storage compartment is convenient to operate, and saves the occupied area of bicycles.
E04H 6/00 - Buildings for parking cars, rolling-stock, aircraft, vessels or like vehicles, e.g. garages
E04H 6/18 - Garages for many vehicles with mechanical means for shifting or lifting vehicles with means for transport in vertical direction only or independently in vertical and horizontal directions
18.
Device for treating a black and odorous water body with a bionic process
Beijing University of Civil Engineering and Architecture (China)
Inventor
Zhang, Lieyu
Yuan, Donghai
Li, Jiaxi
Xiong, Ying
Li, Guowen
Li, Caole
Abstract
The present application provides a device for treating a black and odorous water body comprising a pre-treatment unit, a biomimetic intestine tubular purification system which imitates a digestion of small intestine, a microbial fuel cell which imitates a digestion of large intestine, and an inclined tube sedimentation tank which imitates human excretion.
Beijing University of Civil Engineering and Architecture (China)
Inventor
Zhang, Lieyu
Yuan, Donghai
Li, Jiaxi
Xiong, Ying
Li, Guowen
Li, Caole
Abstract
The present application provides a method for treating a black and odorous water body comprising the following steps: pre-treating the black and odorous water body; passing the pre-treated water body through a biomimetic intestine tubular purification system which imitates a digestion of small intestine; passing the tubular purification system-treated water body into a microbial fuel cell which imitates a digestion of large intestine to treat the water body; and pumping the microbial fuel cell-treated water body into an upward flow inclined tube sedimentation tank to treat the water body.
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Gong, Yongwei
Chen, Ye
Li, Zhuangju
Zhang, Fan
Yuan, Donghai
Li, Junqi
Shi, Honghong
Abstract
An irrigation device, including: a rain barrel; a water pump; a humidity detector; a permeable pipe; a control unit; a first valve; a second valve; a cleaning unit. The permeable pipe includes a plurality of circumferentially-distributed bores. The rain barrel, the water pump, the first valve and the permeable pipe are connected sequentially. The humidity detector is adapted to detect a humidity of a green land. The humidity detector and the permeable pipe are disposed in the green land. The rain barrel is connected to a municipal sewage pipe via the second valve. The cleaning unit is disposed in the rain barrel for cleaning the inner wall of the rain barrel. The first valve, the second valve, the humidity detector, and the cleaning unit are all electrically connected to the control unit.
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
Inventor
Liu, Yongfeng
Chen, Hongbing
Qin, Jianjun
Pei, Pucheng
Yao, Shengzhuo
Abstract
A self-contained hydrogen fuel cell system comprises a diesel fuel tank (1), a gas separator (2), a fuel cell (3), a low-temperature separating reactor (4), a high-temperature separating reactor (5), an autothermal reformer (6), a water tank (7), and a catalytic combustor (8). The high-temperature separating reactor (5), low-temperature separating reactor (4) and autothermal reformer (6) are adopted to decompose a diesel fuel into H2 and CO, wherein H2 serves as a fuel in the fuel cell and reacts with O2 in air to generate electricity; and unreacted H2 and CO are fed to the catalytic combustor (8) for combustion and ensuring heating of water. As such, a hydrogen gas is provided for the hydrogen fuel cell and heated water is provided for the autothermal converter generating the hydrogen gas. Therefore, the process generates electricity and only produces CO2 without burning the diesel fuel and generating NOx and particles, resulting in ultra-low emission. Also provided is an operation method of the self-contained hydrogen fuel cell system.
H01M 8/22 - Fuel cells in which the fuel is based on materials comprising carbon or oxygen or hydrogen and other elementsFuel cells in which the fuel is based on materials comprising only elements other than carbon, oxygen or hydrogen
H01M 8/06 - Combination of fuel cells with means for production of reactants or for treatment of residues
22.
COMBINED RIBBED TUBE ANTI-CORROSION HEAT EXCHANGE DEVICE UTILIZING SMOKE TO CONDENSE THERMAL ENERGY
BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE (China)
DALIAN UNIVERSITY OF TECHNOLOGY (China)
Inventor
Wang, Suilin
Liu, Guichang
Pan, Shuyuan
Abstract
A combined ribbed tube anti-corrosion heat exchange device utilizing smoke to condense thermal energy belongs to the technical field of condensation heat exchange and metal anticorrosion. In view of the features that the corrosion of condensation heat exchanger mainly is electrochemical corrosion, large acreage of ribs and more plating material consumed, and according to the principle of catholic protection and enhancing heat exchange, and actualizing optimized combination of material and surface protection, the device consists of three kinds of combined anti-corrosion heat exchange devices. The first kind of the device includes an amorphous nickel copper phosphorus composite layer plated on a red copper ribbed base pipe, and the rib is a copper or aluminum alloy rib, and then is coated with an organic plating layer integrally. The second kind of the device includes an amorphous nickel copper phosphorus composite layer plated on a brass ribbed base pipe, and the rib is an aluminum alloy rib, and then is coated with an organic plating layer integrally. The third kind of the device includes a cupronickel ribbed base pipe, and the rib is a brass or aluminum alloy rib, and then is coated with an organic plating layer integrally. The device gives full play to the greatest advantages of different materials and plating layers with the features of low manufacturing cost, good heat transfer performance and anti-corrosion et al.
F28D 1/04 - Heat-exchange apparatus having stationary conduit assemblies for one heat-exchange medium only, the media being in contact with different sides of the conduit wall, in which the other heat-exchange medium is a large body of fluid, e.g. domestic or motor car radiators with the heat-exchange conduits immersed in the body of fluid with tubular conduits
F28F 21/08 - Constructions of heat-exchange apparatus characterised by the selection of particular materials of metal
F28F 19/02 - Preventing the formation of deposits or corrosion, e.g. by using filters by using coatings, e.g. vitreous or enamel coatings