<?xml version="1.0" encoding="UTF-8"?>
<TEI xml:space="preserve" xmlns="http://www.tei-c.org/ns/1.0" 
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" 
xsi:schemaLocation="http://www.tei-c.org/ns/1.0 https://raw.githubusercontent.com/kermitt2/grobid/master/grobid-home/schemas/xsd/Grobid.xsd"
 xmlns:xlink="http://www.w3.org/1999/xlink">
	<teiHeader xml:lang="en">
		<fileDesc>
			<titleStmt>
				<title level="a" type="main">Research on Integrated Technology Based on A Wind Turbine 1</title>
			</titleStmt>
			<publicationStmt>
				<publisher/>
				<availability status="unknown"><licence/></availability>
			</publicationStmt>
			<sourceDesc>
				<biblStruct>
					<analytic>
						<author>
							<persName><forename type="first">Hu</forename><surname>Tao</surname></persName>
							<affiliation key="aff0">
								<orgName type="institution">Chongqing CEPREI Industrial Technology Research Institution</orgName>
								<address>
									<addrLine>Shapingba</addrLine>
									<postCode>401332</postCode>
									<settlement>Chongqing</settlement>
									<country key="CN">China</country>
								</address>
							</affiliation>
						</author>
						<author>
							<persName><forename type="first">Yuehong</forename><surname>Pan</surname></persName>
							<affiliation key="aff0">
								<orgName type="institution">Chongqing CEPREI Industrial Technology Research Institution</orgName>
								<address>
									<addrLine>Shapingba</addrLine>
									<postCode>401332</postCode>
									<settlement>Chongqing</settlement>
									<country key="CN">China</country>
								</address>
							</affiliation>
						</author>
						<author>
							<persName><forename type="first">Shengjun</forename><surname>Yuan</surname></persName>
							<affiliation key="aff0">
								<orgName type="institution">Chongqing CEPREI Industrial Technology Research Institution</orgName>
								<address>
									<addrLine>Shapingba</addrLine>
									<postCode>401332</postCode>
									<settlement>Chongqing</settlement>
									<country key="CN">China</country>
								</address>
							</affiliation>
						</author>
						<author>
							<persName><forename type="first">Chuan</forename><surname>Yang</surname></persName>
							<affiliation key="aff0">
								<orgName type="institution">Chongqing CEPREI Industrial Technology Research Institution</orgName>
								<address>
									<addrLine>Shapingba</addrLine>
									<postCode>401332</postCode>
									<settlement>Chongqing</settlement>
									<country key="CN">China</country>
								</address>
							</affiliation>
						</author>
						<author>
							<persName><forename type="first">Zhijiang</forename><surname>Xie</surname></persName>
							<affiliation key="aff1">
								<orgName type="department">State Key Laboratory of Mechanical Transmissions</orgName>
								<orgName type="institution">Chongqing University</orgName>
								<address>
									<addrLine>No. 174 Shazheng Street, Shaping-ba District</addrLine>
									<postCode>400044</postCode>
									<settlement>Chongqing City</settlement>
									<country key="CN">China</country>
								</address>
							</affiliation>
						</author>
						<author>
							<affiliation key="aff2">
								<orgName type="department">Internet of Things and Cloud Computing Technology</orgName>
								<orgName type="laboratory">AIoTC2022@International Conference on Artificial Intelligence</orgName>
							</affiliation>
						</author>
						<title level="a" type="main">Research on Integrated Technology Based on A Wind Turbine 1</title>
					</analytic>
					<monogr>
						<imprint>
							<date/>
						</imprint>
					</monogr>
					<idno type="MD5">75C8CBCAB788D103FEDBDB0D21E4608B</idno>
				</biblStruct>
			</sourceDesc>
		</fileDesc>
		<encodingDesc>
			<appInfo>
				<application version="0.7.2" ident="GROBID" when="2023-03-25T08:46+0000">
					<desc>GROBID - A machine learning software for extracting information from scholarly documents</desc>
					<ref target="https://github.com/kermitt2/grobid"/>
				</application>
			</appInfo>
		</encodingDesc>
		<profileDesc>
			<abstract>
<div xmlns="http://www.tei-c.org/ns/1.0"><p>With the influence of economic globalization, the manufacturing mode of network operation has become a highly efficient means to improve the production efficiency of enterprises, and the internal collaboration between enterprises has become more and more important. Multimode operation and integrated optimization technology have become the main problem facing the development of manufacturing information technology, and is a development trend of manufacturing information construction. This paper establishes a multi-mode operation system and integration technology research based on wind turbine, which provides a certain technical basis and operation guarantee for the multi-mode organization and operation of wind turbine <ref type="bibr" target="#b0">[1]</ref>.</p></div>
			</abstract>
		</profileDesc>
	</teiHeader>
	<text xml:lang="en">
		<body>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="1.">Introduction</head><p>In recent years, the wind power industry, as a clean energy and renewable energy, has been developing rapidly under the vigorous support of national and local industrial policies. Wind turbine products are a complex electromechanical system, which is assembled from wind turbines, transmission and control mechanisms and towers, each of which is assembled from different kinds of mechanical and electronic parts <ref type="bibr" target="#b1">[2]</ref>. At the same time, wind turbine products require regular repair and maintenance in the service process, and professional equipment and professional technicians are needed to complete the repair and maintenance of wind turbine products. Therefore, the design, manufacturing and O&amp;M service process of wind turbine products require close cooperation and collaboration throughout the industry chain, including upstream raw material suppliers and parts suppliers, midstream host plants and assembly bases, and downstream wind turbine users.</p><p>The networked collaborative designs and manufacturing of wind turbines involves the whole product life cycle process, covering design, manufacturing and operation and maintenance, and involves different information systems within and between enterprises, and different suppliers of information systems, and there are phenomena such as system heterogeneity and semantic divergence, which cause difficulties in exchanging information between information systems in each link. Therefore, it is necessary to study multi-mode operation and integration optimization technology for solving the problem of data exchange between various information systems in the design, manufacturing operation and maintenance links, so that various different manufacturing enterprises can realize comprehensive sharing and work collaboration in manufacturing resources, computing resources, information resources, knowledge resources, expert resources, and equipment resources on a global scale.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.">Integrated Technology</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.1">Integrated Technology</head><p>Information integration between heterogeneous systems through information integration bus is one of the effective means to solve the integration of various information within and between enterprises and realize the interconnection between different information. Through the information integration bus to carry out information integration, the integration between various information systems is no longer the original direct exchange of data integration, so that the whole integration processes structure is simplified, and at the same time will effectively reduce the coupling degree of integration between various information systems, so that the whole integration mode of intelligent manufacturing becomes flexible, and the scalability and adaptability of integration performance is enhanced <ref type="bibr" target="#b2">[3]</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.1.1">Establishing a system semantic mapping-parsing model</head><p>The standard conversion protocol of information defines the formatting scheme of standard information, which is mainly used to realize the uniform conversion of information between different application systems and different data formats, so as to achieve the purpose of consistent understanding of information between enterprises. It is actually a translator that converts the information output from the upper application system interface into a standard format for transmission, and then restores it according to the requirements of the destination application system.</p><p>In the standard conversion protocol of information, two models are mainly studied: the common information label model and the mapping model of information. The generic information label model is used for the unified expression of various exchanged information in networked collaborative design and manufacturing, and solves the problem of conversion between different data formats; the mapping model of information, on the other hand, carries out the corresponding conversion between information in standard formats and local application systems according to the generic information label model, and is used to solve the problem of conversion of information between different application systems. Through the cooperation of the above two models, the conversion and integration of information between different data formats and different application systems are realized. The process is shown in Fig1.  </p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.2">External operation mode of the integrated bus of a wind turbine</head><p>According to the heterogeneous system integration operation model proposed above, the external operation model for constructing an integrated bus of a wind turbine is shown in the following Figure <ref type="figure">2</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Figure 2. External operation mode of the integrated bus</head><p>The integration of enterprise information technology heterogeneous systems can be divided into information integration, functional integration, process integration and comprehensive integration, but fundamentally, it mainly includes information integration and functional integration. For information integration, the main idea is to synchronize the database changes of heterogeneous systems through the integration bus, so as to realize information integration based on database level; for functional integration, the main idea is to carry out unified interface conversion through the integration bus to realize the decoupling of interface changes of heterogeneous systems, and to carry out interface mapping and interface data conversion of heterogeneity. In order to realize the connection between information system and integration bus, an Agent (intelligent agent) is established as an intermediate layer between them. To facilitate the deployment of integration bus, the unified interface conversion module in integration bus, which is more coupled with information system, is put into Agent. The design, manufacturing and O&amp;M of a wind power company involve different systems, PLM system, ERP system and own developed O&amp;M and big data analysis system respectively. The above systems use different platforms, different programming methods, different data expressions, etc. In order to reduce the integration coupling of the above systems, the integration bus is used for the initial integration between each system.For more details, see Figure <ref type="figure" target="#fig_1">3</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.3">Integrated integration of wind turbinedesign, manufacturing, operation andmaintenance based on integrated bus</head><p>The integration of enterprise information technology heterogeneous systems can be divided into information integration, functional integration, process integration and comprehensive integration, but fundamentally, it mainly includes information integration and functional integration. For information integration, the main idea is to synchronize the database changes of heterogeneous systems through the integration bus, so as to realize information integration based on database level; for functional integration, the main idea is to carry out unified interface conversion through the integration bus to realize the decoupling of interface changes of heterogeneous systems, and to carry out interface mapping and interface data conversion of heterogeneity. In order to realize the connection between information system and integration bus, an Agent (intelligent agent) is established as an intermediate layer between them. To facilitate the deployment of integration bus, the unified interface conversion module in integration bus, which is more coupled with information system, is put into Agent.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.4">Integrated integration of wind turbine design, manufacturing, operation and maintenance based on integrated bus</head><p>The design, manufacturing and O&amp;M of a wind power company involve different systems, PLM system, ERP system and their own developed O&amp;M and big data analysis system respectively. The above systems use different platforms, different programming methods, different data expressions, etc. In order to reduce the integration coupling of the above systems, the integration bus is used for the initial integration between each system.</p><p>ESB is a pre-assembled SOA implementation that contains the basic functional components necessary to achieve the SOA hierarchical goals. ESB is the product of the combination of traditional middleware technology and XML, Web services and other technologies to achieve accurate, efficient and secure delivery of different messages and information for enterprise applications. Reusing existing services and modules to meet changing business requirements. <ref type="bibr" target="#b3">[4]</ref> The SOA-based integrated environment for wind turbine design, manufacturing, operation and maintenance is shown in Figure <ref type="figure" target="#fig_2">4</ref>. The integration environment is divided into three parties based on the SOA infrastructure: service demander, service provider and service intermediary. The three parties correspond to the three roles in the classical SOA architecture, and at the same time, the basic architecture of the platform matches each other and follows the SOA standard protocol. The manufacturing middle party is composed of three layers: the representation layer uses JSP technology to realize demand interaction with other actors; the service integration layer is the core integration layer, which uses the enterprise service bus ESB to realize multi-protocol connection, conversion and management functions. The platform selects synapse ESB tool as a service intermediary to complete the joint execution, proxy, caching, load balancing and other services that may be generated in the dynamic alliance of cloud manufacturing. <ref type="bibr" target="#b4">[5]</ref> The data layer will use SQL Serve/OraCle and other database software to provide storage services for virtual services, execution processes and other data and support the execution of platform-related functions.  </p></div><figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_0"><head>Figure 1 .</head><label>1</label><figDesc>Figure 1. Systematic Semantic Mapping -Parsing Model</figDesc></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_1"><head>Figure 3 .</head><label>3</label><figDesc>Figure 3. All-in-one integration model</figDesc><graphic coords="3,176.34,518.82,242.70,147.12" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_2"><head>Figure 4 .</head><label>4</label><figDesc>Figure 4. SOA-based integrated environment</figDesc><graphic coords="4,187.50,576.30,223.62,151.74" type="bitmap" /></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_3"><head>2. 5 Figure 5 toFigure 5 .Figure 6 .</head><label>5556</label><figDesc>Figure 5. Development of the basic functions of the bus service</figDesc><graphic coords="5,185.60,102.38,224.12,172.94" type="bitmap" /></figure>
		</body>
		<back>

			<div type="acknowledgement">
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.">Conclusion</head><p>In order to meet the heterogeneous resource information sharing needs of a wind power enterprise networked manufacturing, this paper establishes a service platform model based on multi-mode operation, proposes an optimization integration method for networked manufacturing, and applies it in the design and implementation of the prototype system of a wind power enterprise networked collaborative manufacturing service platform. In the future, the main consideration is to expand the scope of use in the wind power industry and further improve the integration and optimization methods of resource information ontology to meet the requirements of efficient and high-level cooperation in the industry. We will establish a pilot demonstration for the networked collaborative product development, lead the industry's technological development and paradigm shift, and promote the overall transformation and upgrading of the wind power industry.</p></div>
			</div>

			<div type="references">

				<listBibl>

<biblStruct xml:id="b0">
	<analytic>
		<title level="a" type="main">The current status and development trend of wind power generation</title>
		<author>
			<persName><surname>Zhang Xingguo</surname></persName>
		</author>
		<author>
			<persName><surname>Liu Shuhua</surname></persName>
		</author>
		<author>
			<persName><surname>Huang Lliang</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="m">C]// 7th International Conference on Advanced Materials and Computer Science</title>
				<meeting><address><addrLine>Dalian</addrLine></address></meeting>
		<imprint>
			<date type="published" when="2018">2018</date>
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b1">
	<analytic>
		<title level="a" type="main">Characteristics of Zonda wind in South American Andes</title>
		<author>
			<persName><forename type="first">S</forename><forename type="middle">A M</forename><surname>Loredo</surname></persName>
		</author>
		<author>
			<persName><forename type="first">Castroh</forename><forename type="middle">R G</forename><surname>Wittwera</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="j">J]. Wind and Structures</title>
		<imprint>
			<biblScope unit="volume">24</biblScope>
			<biblScope unit="issue">6</biblScope>
			<biblScope unit="page" from="657" to="677" />
			<date type="published" when="2017">2017</date>
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b2">
	<analytic>
		<title level="a" type="main">MapReduce:Simplified data processing on large cluSters【C】//Process of me</title>
		<author>
			<persName><forename type="first">J</forename><surname>Deail</surname></persName>
		</author>
		<author>
			<persName><forename type="first">S</forename><surname>Ghemawat</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="m">6th Symposium on 0perating SyStem Design and Implementation</title>
				<imprint>
			<biblScope unit="page" from="2004" to="2137" />
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b3">
	<analytic>
		<title level="a" type="main">a1.A logical foundation for me semantic Web</title>
		<author>
			<persName><forename type="first">，</forename><surname>Shi Zhongzm</surname></persName>
		</author>
		<author>
			<persName><forename type="first">，</forename><surname>Dong Miilgkaj</surname></persName>
		</author>
		<author>
			<persName><forename type="first">，</forename><surname>Jiangyuncheng</surname></persName>
		</author>
		<author>
			<persName><surname>Et</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="j">J]Science in China，Ser．F：Information Science</title>
		<imprint>
			<biblScope unit="volume">48</biblScope>
			<biblScope unit="issue">2</biblScope>
			<biblScope unit="page" from="161" to="178" />
			<date type="published" when="2005">2005</date>
		</imprint>
	</monogr>
</biblStruct>

<biblStruct xml:id="b4">
	<analytic>
		<title level="a" type="main">Research on Ontology Integration of Industry Service Platform Oriented to Networked Manufacturing</title>
		<author>
			<persName><surname>Zhou Ning</surname></persName>
		</author>
		<author>
			<persName><surname>Wang Bin</surname></persName>
		</author>
		<author>
			<persName><surname>Liu De -Fang</surname></persName>
		</author>
	</analytic>
	<monogr>
		<title level="m">J]Enterprise Management and Informatization</title>
				<imprint>
			<date type="published" when="2009">2009</date>
			<biblScope unit="page" from="21" to="32" />
		</imprint>
	</monogr>
</biblStruct>

				</listBibl>
			</div>
		</back>
	</text>
</TEI>
