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市場調査レポート
商品コード
1541005
製造アナリティクスの市場レポート:コンポーネント別、展開モデル別、用途別、業界別、地域別、2024年~2032年Manufacturing Analytics Market Report by Component, Deployment Model, Application, Industry Vertical, and Region 2024-2032 |
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製造アナリティクスの市場レポート:コンポーネント別、展開モデル別、用途別、業界別、地域別、2024年~2032年 |
出版日: 2024年08月10日
発行: IMARC
ページ情報: 英文 146 Pages
納期: 2~3営業日
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世界の製造分析の市場規模は2023年に128億米ドルに達しました。今後、IMARC Groupは、市場は2032年までに605億米ドルに達し、2024~2032年の間に18.2%の成長率(CAGR)を示すと予測しています。インダストリー4.0の動向の開拓とともに、産業プロセスにおける自動化の新興国市場の動向が、主に市場の成長を促進しています。
主要市場促進要因:産業用モノのインターネット(IIoT)の発展は、ビジネスの拡大性と敏捷性の増大とともに、プロセス最適化のための高度なデータ管理戦略の利用を促進しています。これは、主に製造分析の市場のシェアを拡大しています。さらに、スマート製造分析ソリューションに対する需要の高まりも、もう1つの重要な成長促進要因として作用しています。
主要市場動向:一般的な製造分析の市場の動向としては、ダウンタイムの削減、設備全体の有効性の向上、メンテナンスコストの最適化などに役立つことから、予知保全への注目が高まっていること、IIoTやビッグデータ解析の人気が高まっていることなどが挙げられます。
地理的動向:報告書によると、北米が製造分析の最大地域市場を占めています。これは、同地域には確立された高度な技術インフラが存在し、製造業が拡大しているためです。
競合情勢:製造分析の市場企業としては、Alteryx Inc.、General Electric、International Business Machines Corporation、Oracle Corporation、SAP SE、SAS Institute Inc.、Sisense Inc.、Tableau Software LLC(Salesforce.com Inc.)、TIBCO Software Inc.、Wipro Limited、Zensar Technologies Ltd.などが挙げられます。
課題と機会製造分析の市場の調査によると、主要市場抑制要因としては、データセキュリティとプライバシーに関する懸念の高まりが挙げられます。製造業者は、不正アクセスを防止するためにデータの完全性を確保する必要があり、これは市場成長の大きな課題となり得る。これに加えて、製造分析の採用が拡大しているため、機械学習、データ分析、統計モデリングなどの専門知識を持つ熟練労働力が必要とされています。その結果、そのような熟練した専門家の不足が製造分析の市場の需要を抑制する要因となっています。
ビッグデータ技術への投資の高まり
製造プロセスで接続された機器から生成される膨大な量のデータは、体系的に操作、保存、抽出される必要があります。このデータを分析することで、製造プロセスの効率性や生産性に関する有益な洞察を得ることができ、これが製造分析の市場展望における重要な要因の1つとなっています。これに伴い、大手メーカーは収益を最大化するためにビッグデータ技術に幅広く投資しています。例えば、Honeywellが実施した調査によると、製造業者の67%がビジネス上の課題を解決するためにビッグデータとIIoTに広く投資しています。また、分析と統合されたビッグデータは、機器の故障、予定外のメンテナンス、予定外のダウンタイム、サプライチェーン管理の問題などを最小限に抑えるのに役立つことも紹介されました。
産業用モノのインターネット(IIoT)の利用拡大
スマート製造プロセスにおける産業用IoTの広範な採用により、接続が進んだ機器システムからより多くのデータを生成できるようになりました。これに加えて、大手企業はデータ分析との統合をサポートするIIoTエコシステムとの互換性を高める機能を強化しています。例えば、マイクロソフトやGEを含むオンラインクラウドや分析企業は、IIoTデバイス上でDockerコンテナを実行するオペレーティングシステムを採用することで、エッジコンピューティングによるIIoTの機能を拡大しています。これにより、データ処理をマシンの近くで実行し、ほぼリアルタイムのフィードバックと、クラウドへのデータ送信を減らすことによるコスト削減の両方を提供できるようになります。
主要企業間の戦略的コラボレーションとパートナーシップ
製造分析の市場レポートによると、業界の主要企業は、自社製品を拡大し、政府機関が実施する厳しい品質要件を満たすために協力しています。例えば、TIBCO Software Inc.は、データ分析とモノのインターネット(IoT)を拡大するため、Singapore Polytechnic(SP)との協業を発表しました。これは、シンガポールの起業家育成政策の一環です。協定の一環として、SPとTIBCOはTIBCOの地域ハブであるシンガポールの大学のネットワークを拡大し、イノベーションを記載しています。さらに、Alteryx Inc.は東京オフィスの開設を発表しました。この新しいオフィスは、ホンダや東洋エンジニアリングを含む何百もの既存顧客の成功をサポートし、より広いアジア太平洋市場でエンドツーエンドの分析とデータサイエンスプラットフォームへの需要が高まっています。製造分析の市場分析によると、オフィスの開設は、同社の通年の国際市場における96%の成長を示すもので、収益全体の29%を占めました。
The global manufacturing analytics market size reached US$ 12.8 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 60.5 Billion by 2032, exhibiting a growth rate (CAGR) of 18.2% during 2024-2032. The emerging trend of automation in industrial processes, along with the development of Industry 4.0 trends, is primarily augmenting the market growth.
Major Market Drivers: The development of the Industrial Internet of Things (IIoT), along with the growing business scalability and agility, is catalyzing the usage of advanced data management strategies for process optimization. This, in turn, is primarily augmenting the manufacturing analytics market share. Moreover, the escalating demand for smart manufacturing analytics solutions is also acting as another significant growth-inducing factor.
Key Market Trends: Some of the common manufacturing analytics market trends include the growing focus on predictive maintenance, as it helps in reducing downtime, improving overall equipment effectiveness, optimizing maintenance costs, etc., and the rising popularity of IIoT and big data analytics.
Geographical Trend: According to the report, North America holds the largest regional market for manufacturing analytics. This is due to the presence of well-established advanced technological infrastructures and the expanding manufacturing sector in the region.
Competitive Landscape: Some of the manufacturing analytics market companies are Alteryx Inc., General Electric, International Business Machines Corporation, Oracle Corporation, SAP SE, SAS Institute Inc., Sisense Inc., Tableau Software LLC (Salesforce.com Inc.), TIBCO Software Inc., Wipro Limited, and Zensar Technologies Ltd.
Challenges and Opportunities: According to the manufacturing analytics market research, some of the key market restraints include the rising data security and privacy concerns. Manufacturers are required to ensure the integrity of their data to prevent unauthorized access, which can be a major challenge in market growth. Besides this, the growing adoption of manufacturing analytics needs a skilled workforce with expertise in machine learning, data analytics, statistical modeling, etc. Consequently, the shortage of such skilled professionals poses a restraint in the manufacturing analytics market demand.
The Rising Investments in Big Data Technologies
The vast amount of data generated from the connected equipment in manufacturing processes needs to be systematically operated, stored, and extracted. This data can be analyzed to gain useful insights into the efficiency and productivity of manufacturing processes, which is one of the key factors in the manufacturing analytics market outlook. In line with this, leading manufacturers are extensively investing in big data technology to maximize their revenue. For instance, according to a survey conducted by Honeywell, 67% of manufacturers are widely investing in Big Data and IIoT for solving business issues. It also showcased that Big Data integrated with analytics can assist in minimizing equipment breakdown, unscheduled maintenance, unscheduled downtime, supply chain management problems, etc.
The Increasing Usage of the Industrial Internet of Things (IIoT)
Owing to the widespread adoption of the Industrial IoT in smart manufacturing processes, more data can be generated from progressively connected equipment systems. In addition to this, leading players are enhancing their capabilities to be compatible with the IIoT ecosystem, which supports integration with data analytics. For example, online cloud and analytic companies, including Microsoft and GE, are expanding the capabilities of the IIoT with edge computing by adopting operating systems that will run Docker containers on the IIoT devices. This, in turn, allows the data processing to run closer to the machines to offer both near real-time feedback and reduced costs by sending less data to the cloud.
Strategic Collaborations and Partnerships among Key Companies
According to the manufacturing analytics market report, key industry players are collaborating to expand their products and meet stringent quality requirements implemented by government bodies. For instance, TIBCO Software Inc. announced its collaboration with Singapore Polytechnic (SP) to expand data analytics and the Internet of Things (IoT). It was a part of the policies of the country to promote local entrepreneurs. As part of the agreement, SP and TIBCO expanded the network of universities in Singapore, TIBCO's regional hub, thereby offering innovations. Furthermore, Alteryx Inc. announced its new office opening in Tokyo. The new office supported the success of hundreds of current customers in the country, including Honda and Toyo Engineering, and the escalating demand for its end-to-end analytics and data science platform in the broader APAC market. According to the manufacturing analytics market analysis, the office opening was indicative of the company's 96% growth in international markets for the full year, which accounted for 29% of overall revenue.
IMARC Group provides an analysis of the key trends in each segment of the global manufacturing analytics market report, along with forecasts at the global, regional, and country levels from 2024-2032. Our report has categorized the market based on component, deployment model, application and industry vertical.
Software
Services
Software dominates the market
The report has provided a detailed breakup and analysis of the market based on the components. This includes software and services. According to the report, software represented the largest segment.
Leading companies across the globe are developing enhanced software solutions for manufacturing analytics processes for inventory management, real-time quality monitoring, enhancing overall productivity and profitability, etc. This, in turn, is expected to fuel the manufacturing analytics software market over the forecasted period. For example, Datanomix collaborated with Hexagon to introduce its automated production intelligence software to global manufacturing customers. The software simplified the monitoring of production processes and provided enhanced efficiency. Also, the partnership aligned with the vision of Hexagon for autonomous manufacturing and the focus of Datanomix on automated production insights. These collaborations are expected to augment the software segment in the manufacturing analytics market in the coming years.
Cloud-based
On-premises
On-premises exhibit a clear dominance in the market
A detailed breakup and analysis of the market based on the deployment model has also been provided in the report. This includes cloud-based and on-premises. According to the report, on-premises accounted for the largest market share.
Predictive Maintenance
Inventory Management
Supply Chain Optimization
Others
Predictive maintenance currently accounts for the majority of the global market share
The report has provided a detailed breakup and analysis of the market based on the application. This includes predictive maintenance, inventory management, supply chain optimization, and others. According to the report, predictive maintenance represented the largest segment.
Predictive maintenance solutions are gaining extensive traction, owing to factors such as easy access to data, remote access to data, unification of information, reduced costs, and automatic updates, among others, associated with cloud-based deployment. For example, Google Cloud launched Manufacturing Data Engine and Manufacturing Connect, two new solutions specifically designed to enable manufacturers to connect historically siloed assets, improve the visibility from the factory floor to the cloud, and process and standardize data.
Semiconductor and Electronics
Energy and Power
Pharmaceutical
Automobile
Heavy Metal and Machine Manufacturing
Others
Currently, automobile exhibits a clear dominance in the market
The report has provided a detailed breakup and analysis of the market based on the industry vertical. This includes semiconductors and electronics, energy and power, pharmaceutical, automobile, heavy metal and machine manufacturing, and others. According to the report, automobile represented the largest segment.
The rising inclination towards more data-driven insights in the automotive industry to avoid the costs associated with over-inventory stocking and faulty assembly is propelling the need for manufacturing analytics for the maintenance of the assembly lines more accurately.
North America
United States
Canada
Asia-Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa
North America exhibits a clear dominance in the market
The report has also provided a comprehensive analysis of all the major regional markets, which include North America (the United States and Canada); Asia Pacific (China, Japan, India, South Korea, Australia, Indonesia, and others); Europe (Germany, France, the United Kingdom, Italy, Spain, Russia, and others); Latin America (Brazil, Mexico, and others); and the Middle East and Africa. According to the report, North America was the largest regional market for manufacturing analytics.
According to the manufacturing analytics market overview, the wide presence of some of the prominent players in North America, such as IBM Corporation, General Electric Company, SAP SE, and TIBCO Software, is primarily propelling the regional market.
Alteryx Inc.
General Electric
International Business Machines Corporation
Oracle Corporation
SAP SE
SAS Institute Inc.
Sisense Inc.
Tableau Software LLC (Salesforce.com Inc.)
TIBCO Software Inc.
Wipro Limited
Zensar Technologies Ltd
(Please note that this is only a partial list of the key players, and the complete list is provided in the report.)
April 2023: Microsoft announced the launch of its new Azure Industrial IoT Suite. This suite of services aided manufacturers in deploying, building, and managing IoT solutions.
March 2023: IBM announced the development of its new Watson IoT Platform for Manufacturing. The platform gained extensive traction, as it helped in collecting, storing, and analyze data from their IoT devices.
February 2023: SAP announced the acquisition of TIBCO Software, a leading provider of data integration and analytics solutions. This acquisition assisted SAP in expanding its manufacturing analytics capabilities and offered a more comprehensive solution to its customers.