Machine Condition Monitoring Market

Machine Condition Monitoring Market Size by Monitoring Technique (Torque Monitoring, Vibration Monitoring, Oil Analysis, Thermography, Corrosion Monitoring, and Others), Component (Hardware, Portable/Handheld Condition Monitoring Units, Software, and Services), Architecture Type (Public Cloud, Edge Platform, Hybrid Cloud, and On-premises), End-use Industry (Mining, Primary Metals, Power Generation, Automotive, Oil and Gas, Aerospace, Food and Beverages, Chemicals, Marine, Pharmaceutical, Pulp and Paper, and Others), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2024 to 2033

Base Year: 2023 Historical Data: 2020-22
  • Report ID: TBI-14512
  • Published Date: Aug, 2024
  • Pages: 231
  • Category: Machinery & Equipment
  • Format: PDF
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The global machine condition monitoring market was valued at USD 3 billion in 2023 and grew at a CAGR of 8% from 2024 to 2033. The market is expected to reach USD 6.47 billion by 2033. The growing automation and digitization of economies will drive the growth of the global machine condition monitoring market.

Market Introduction:

Machine condition monitoring as the term states is a method to assess or evaluate the health of any machine. It evaluates the machine and its various parameters to conclude whether it the machine is working optimally. It is a proactive approach that enables the users to identify any potential faults or breaks in the machine before the machine completely breaks down. It enables the users to plan maintenance, repair and replacement of machines, which allows them to avoid any unplanned downtime and delays. This ensures optimal efficiency and performance of machines throughout their life cycle. This monitoring also ensures safety of the workplace and personnel, minimizing the occurrence of any accidents. Some basic parameters that are assessed are temperature, pressure and acoustics. All these are assessed through a variety of techniques. Vibration analysis in acoustics enables a better understanding of the structural integrity of the machine in question. Similarly, temperature monitoring indicates electrical and lubricative health of the machinery which is important for smooth functioning. Technological advancements and innovations have enabled integration of hardware and software to provide real-time monitoring. Machine condition monitoring forms the cornerstones of machine maintenance to ensure its optimal operation, improved efficiency, longevity and enhanced maintenance, reliability and durability.

Machine Condition Monitoring Market Size

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Recent Development
  • Fosber selects the Intellinova Parallel EN from SPM Instrument to monitor corrugator production lines. Real-time production, process, and machinery data is continuously captured by Fosber's robust supervision tool, Pro/Care. This enables the tool to offer unprecedented data analysis, preemptive diagnostics, and intelligent, scientific maintenance and technical support management. Pro/Care determines, plans, and gives instructions regarding which outstanding maintenance activities need to be completed and when, based on the actual production data that is captured and the corrugator's usage.

Market Dynamics:

Drivers

The increasing automation and digitization of economies – the increasing automation and digitization of industries along with the rapid expansion of the digital economy has increased reliance of machines. Automation and digitization are the need of the hour to meet the rising consumer demands and expectations. They enabled industries to increasing productivity, efficiency and safety. it enables proactive monitoring and maintenance that reduces costs and delays. Automation and digitization have become an inalienable part of the global economy. It has become equally important to monitor components of this digital economy to ensure its smooth operation and reduce any disruptions. Machine condition monitoring enables the proactive assessments, monitoring and maintenance of machines to ensure optimal operation, efficiency and safety. therefore, the increasing automation and digitization will drive the global machine condition monitoring market’s growth.

Restraints:

Cost considerations machine condition monitoring requires various components from hardware like sensors to software applications. the hardware includes highly sophisticated piece of machinery that are calibrated to monitor temperature, pressure and acoustics of a machine with highest precision. Advanced software applications are integrated with these hardware components to acquire and process this data collected through sensors and other machines. These applications are responsible for processing the data and offering valuable insights about machine’s health. The integration of these components with the existing machine infrastructure also induces significant costs for the consumers. additionally, the installation costs are also high with skilled personnel required to set-up and integrate all the systems. The operations also demand qualified personnel. therefore, the cost considerations of machine condition monitoring will hamper the market’s growth.

Opportunities:

Technological advancements – advancements and innovations in artificial intelligence and machine learning have automated machine condition monitoring. This has reduced human intervention and human error. The machines are now capable of making autonomous decisions. They analyse collected data to the highest precision and offer valuable insights on predictive maintenance. Additionally, the offer real-time monitoring which enables quicker identification and resolution of problems, thereby increasing efficiency and reducing downtime. They also offer valuable insights aimed towards improving machine operation by analysing previous data. Similarly, advancements in IoT with state-of-the-art-sensors and other devices improve data collection. Similar technological advancements like cloud computing and big data analytics have improved machine condition monitoring and will drive the market’s growth during the forecast period.

Regional segmentation analysis:

The regions analyzed for the market include North America, Europe, South America, Asia Pacific, the Middle East, and Africa. North America emerged as the most significant global machine condition monitoring market, with a 38% market revenue share in 2023.

The region is home to highly automated and digitized industries. the market players in the region are at the forefront of adopting advanced technologies with less hesitation, thereby driving the regional market’s demand for machine condition monitoring. The highly advanced sector in terms of technological infrastructure enables easy integration of machine condition monitoring in industries. the region is home to top industry market players that drive innovation in machine condition monitoring technologies. the growing innovation in other technologies like AI, ML, AR and IoT also augment the market’s growth.

North America Region Machine Condition Monitoring Market Share in 2023 - 38%

 

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  • Leading industrial services provider Advanced Technology Services, Inc. (ATS) has announced a number of improvements to its flagship Reliability 360 (R360) Machine Health Monitoring platform. The innovations, which were first made available to current customers in 2023 and are currently widely accessible, are a testament to ATS's continuous dedication to putting its clients' needs first. An entire platform for cloud-based condition monitoring is R360 Machine Health Monitoring. In order to help ATS specialists analyze problems and propose remedial actions to on-site maintenance teams, it combines sensors to gather and centralize data and integrated AI to help avoid expensive unplanned downtime.
Monitoring technique Segment Analysis

The monitoring technique segment is divided into torque monitoring, vibration monitoring, oil analysis, thermography, corrosion monitoring, and others. The vibration monitoring segment dominated the market, with a market share of around 37% in 2023. Vibration monitoring uses sensors and accelerators to measure vibrations. These vibrations are then assessed and evaluated to identify any inefficiencies in the machine or equipment. It is a proactive method that enables the identification of inefficiencies before the machine breaks down, thereby improving safety, minimizing the chances of unplanned downtime and delays which saves cost and time. Vibration monitoring is a known and population monitoring technique with established record of its reliability and accuracy. Additionally, the technique can be applied to diverse machines across various industries. this versatility also contributes to its dominance. It is cost effective and can be integrated easily into machines and other monitoring techniques.

Component Segment Analysis

The component segment is divided into hardware, portable/handheld condition monitoring units, software, and services. The hardware segment dominated the market, with a market share of around 42% in 2023. Hardware is basically the components that are physical and can be touched. Sensors, processors, accelerators, computers, other electronics and devices are some examples of hardware. They are fundamental to machine condition monitoring systems as they are the primary point of data collection. They facilitate the operation of other components like software applications.

  • Users can incorporate the company's i.Sense sensors into its supervise condition monitoring service by using the new igus iComm Box communication module. This all-in-one system gathers machine data in real-time via sophisticated algorithms. It then presents the data on an easy-to-use dashboard so that users can make proactive, well-informed decisions on component maintenance and service life. The Igus i.Sense series sensors, which track various bearings, energy chains, cables, and linear guides in moving machines, may now do more tasks with to the iComm Box. In the event of an anomaly, the sensors can also send out alerts or cause the system to shut down automatically, saving money and downtime.
Architecture type Segment Analysis

The architecture type segment is divided into public cloud, edge platform, hybrid cloud, and on-premises. The on-premises segment dominated the market, with a market share of around 40% in 2023. On-premises architecture type is the deployment and installation of hardware, software and other components in the physical premises of the industry or the sector. it is the preferred type as it is considered safer and offers greater control over the infrastructure. The on-premises deployment provides greater data privacy and security which is critical for sectors such as healthcare, BFSI and defence among others. Furthermore, on-remises deployment offers better performance and efficiency. Greater customization offered by on-premises architecture also contribute to its dominance in the market. they are also compatible with regulatory requirements and less complex than other types.

End user industry Segment Analysis

The end user industry segment is divided into mining, primary metals, power generation, automotive, oil and gas, aerospace, food and beverages, chemicals, marine, pharmaceutical, pulp and paper, and others. The power generation segment dominated the market, with a market share of around 38% in 2023. Power generation sector as the term suggests is responsible for generating power. It is also responsible for distributing power which is the fundamental component of other industries. it is a complex sector with several machineries and therefore often relies on machine condition monitoring for smooth operation. Machine condition monitoring is critical for the power generation sector as unplanned breakdowns lead to industry-wide disruptions. They are critical sectors of the nation and therefore require machine condition monitoring systems as a part of regulatory compliance measure.

  • Banner Engineering, a manufacturer of industrial automation, unveiled a new line of products designed to make it easier to monitor machinery in factories and other industrial settings. This allows for predictive maintenance, lower costs, and more uptime. These new products include two scalable and configurable systems that can be attached to existing manufacturing assets like conveyor systems, industrial fans, pumps, electric motors, compressed air systems, and dust collection units, allowing users to start collecting data from sensors right away. Banner Monitoring Solutions help guarantee that machines produce consistently high-quality work, maintain assets running smoothly, and avoid expensive unscheduled downtime.
Some of the Key Market Players:
  • ALS
  • Emerson Electric Co.
  • General Electric
  • Honeywell International Inc.
  • Megget PLC
  • NATIONAL INSTRUMENTS CORP
  • Parker Hannifin
  • Rockwell Automation, Inc.
  • Schaeffler AG
  • SKF

Report Description:

Attribute Description
Market Size Revenue (USD Billion)
Market size value in 2023 USD 3 Billion
Market size value in 2033 USD 6.47 Billion
CAGR (2024 to 2033) 8%
Historical data 2020-2022
Base Year 2023
Forecast 2024-2033
Region The regions analyzed for the market are Asia Pacific, Europe, South America, North America, and Middle East and Africa. Furthermore, the regions are further analyzed at the country level.
Segments Monitoring Technique, Component, Architecture Type and End Use Industry

Frequesntly Asked Questions

As per The Brainy Insights, the size of the global machine condition monitoring market was valued at USD 3 billion in 2023 to USD 6.47 billion by 2033.

Global machine condition monitoring market is growing at a CAGR of 8% during the forecast period 2024-2033.

The market's growth will be influenced by the increasing automation and digitization of economies.

Cost considerations of machine condition monitoring could hamper the market growth.

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This study forecasts revenue at global, regional, and country levels from 2020 to 2033. The Brainy Insights has segmented the global machine condition monitoring market based on below mentioned segments:

Global Machine Condition Monitoring Market by Monitoring Technique:

  • Torque Monitoring
  • Vibration Monitoring
  • Oil Analysis
  • Thermography
  • Corrosion Monitoring
  • Others

Global Machine Condition Monitoring Market by Component:

  • Hardware
  • Portable/Handheld Condition Monitoring Units
  • Software
  • Services

Global Machine Condition Monitoring Market by Architecture Type:

  • Public Cloud
  • Edge Platform
  • Hybrid Cloud
  • On-premises

Global Machine Condition Monitoring Market by End Use Industry:

  • Mining
  • Primary Metals
  • Power Generation
  • Automotive
  • Oil and Gas
  • Aerospace
  • Food and Beverages
  • Chemicals
  • Marine
  • Pharmaceutical
  • Pulp and Paper
  • Others

Global Machine Condition Monitoring Market by Region:

  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • Germany
    • France
    • U.K.
    • Italy
    • Spain
  • Asia-Pacific
    • Japan
    • China
    • India
  • South America
    • Brazil
  • Middle East and Africa  
    • UAE
    • South Africa

Methodology

Research has its special purpose to undertake marketing efficiently. In this competitive scenario, businesses need information across all industry verticals; the information about customer wants, market demand, competition, industry trends, distribution channels etc. This information needs to be updated regularly because businesses operate in a dynamic environment. Our organization, The Brainy Insights incorporates scientific and systematic research procedures in order to get proper market insights and industry analysis for overall business success. The analysis consists of studying the market from a miniscule level wherein we implement statistical tools which helps us in examining the data with accuracy and precision. 

Our research reports feature both; quantitative and qualitative aspects for any market. Qualitative information for any market research process are fundamental because they reveal the customer needs and wants, usage and consumption for any product/service related to a specific industry. This in turn aids the marketers/investors in knowing certain perceptions of the customers. Qualitative research can enlighten about the different product concepts and designs along with unique service offering that in turn, helps define marketing problems and generate opportunities. On the other hand, quantitative research engages with the data collection process through interviews, e-mail interactions, surveys and pilot studies. Quantitative aspects for the market research are useful to validate the hypotheses generated during qualitative research method, explore empirical patterns in the data with the help of statistical tools, and finally make the market estimations.

The Brainy Insights offers comprehensive research and analysis, based on a wide assortment of factual insights gained through interviews with CXOs and global experts and secondary data from reliable sources. Our analysts and industry specialist assume vital roles in building up statistical tools and analysis models, which are used to analyse the data and arrive at accurate insights with exceedingly informative research discoveries. The data provided by our organization have proven precious to a diverse range of companies, facilitating them to address issues such as determining which products/services are the most appealing, whether or not customers use the product in the manner anticipated, the purchasing intentions of the market and many others.

Our research methodology encompasses an idyllic combination of primary and secondary initiatives. Key phases involved in this process are listed below:

MARKET RESEARCH PROCESS

Data Procurement:

The phase involves the gathering and collecting of market data and its related information with the help of different sources & research procedures.

The data procurement stage involves in data gathering and collecting through various data sources.

This stage involves in extensive research. These data sources includes:

Purchased Database: Purchased databases play a crucial role in estimating the market sizes irrespective of the domain. Our purchased database includes:

  • The organizational databases such as D&B Hoovers, and Bloomberg that helps us to identify the competitive scenario of the key market players/organizations along with the financial information.
  • Industry/Market databases such as Statista, and Factiva provides market/industry insights and deduce certain formulations. 
  • We also have contractual agreements with various reputed data providers and third party vendors who provide information which are not limited to:
    • Import & Export Data
    • Business Trade Information
    • Usage rates of a particular product/service on certain demographics mainly focusing on the unmet prerequisites

Primary Research: The Brainy Insights interacts with leading companies and experts of the concerned domain to develop the analyst team’s market understanding and expertise. It improves and substantiates every single data presented in the market reports. Primary research mainly involves in telephonic interviews, E-mail interactions and face-to-face interviews with the raw material providers, manufacturers/producers, distributors, & independent consultants. The interviews that we conduct provides valuable data on market size and industry growth trends prevailing in the market. Our organization also conducts surveys with the various industry experts in order to gain overall insights of the industry/market. For instance, in healthcare industry we conduct surveys with the pharmacists, doctors, surgeons and nurses in order to gain insights and key information of a medical product/device/equipment which the customers are going to usage. Surveys are conducted in the form of questionnaire designed by our own analyst team. Surveys plays an important role in primary research because surveys helps us to identify the key target audiences of the market. Additionally, surveys helps to identify the key target audience engaged with the market. Our survey team conducts the survey by targeting the key audience, thus gaining insights from them. Based on the perspectives of the customers, this information is utilized to formulate market strategies. Moreover, market surveys helps us to understand the current competitive situation of the industry. To be precise, our survey process typically involve with the 360 analysis of the market. This analytical process begins by identifying the prospective customers for a product or service related to the market/industry to obtain data on how a product/service could fit into customers’ lives.

Secondary Research: The secondary data sources includes information published by the on-profit organizations such as World bank, WHO, company fillings, investor presentations, annual reports, national government documents, statistical databases, blogs, articles, white papers and others. From the annual report, we analyse a company’s revenue to understand the key segment and market share of that organization in a particular region. We analyse the company websites and adopt the product mapping technique which is important for deriving the segment revenue. In the product mapping method, we select and categorize the products offered by the companies catering to domain specific market, deduce the product revenue for each of the companies so as to get overall estimation of the market size. We also source data and analyses trends based on information received from supply side and demand side intermediaries in the value chain. The supply side denotes the data gathered from supplier, distributor, wholesaler and the demand side illustrates the data gathered from the end customers for respective market domain.

The supply side for a domain specific market is analysed by:

  • Estimating and projecting penetration rates through analysing product attributes, availability of internal and external substitutes, followed by pricing analysis of the product.
  • Experiential assessment of year-on-year sales of the product by conducting interviews.

The demand side for the market is estimated through:

  • Evaluating the penetration level and usage rates of the product.
  • Referring to the historical data to determine the growth rate and evaluate the industry trends

In-house Library: Apart from these third-party sources, we have our in-house library of qualitative and quantitative information. Our in-house database includes market data for various industry and domains. These data are updated on regular basis as per the changing market scenario. Our library includes, historic databases, internal audit reports and archives.

Sometimes there are instances where there is no metadata or raw data available for any domain specific market. For those cases, we use our expertise to forecast and estimate the market size in order to generate comprehensive data sets. Our analyst team adopt a robust research technique in order to produce the estimates:

  • Applying demographic along with psychographic segmentation for market evaluation
  • Determining the Micro and Macro-economic indicators for each region 
  • Examining the industry indicators prevailing in the market. 

Data Synthesis: This stage involves the analysis & mapping of all the information obtained from the previous step. It also involves in scrutinizing the data for any discrepancy observed while data gathering related to the market. The data is collected with consideration to the heterogeneity of sources. Robust scientific techniques are in place for synthesizing disparate data sets and provide the essential contextual information that can orient market strategies. The Brainy Insights has extensive experience in data synthesis where the data passes through various stages:

  • Data Screening: Data screening is the process of scrutinising data/information collected from primary research for errors and amending those collected data before data integration method. The screening involves in examining raw data, identifying errors and dealing with missing data. The purpose of the data screening is to ensure data is correctly entered or not. The Brainy Insights employs objective and systematic data screening grades involving repeated cycles of quality checks, screening and suspect analysis.
  • Data Integration: Integrating multiple data streams is necessary to produce research studies that provide in-depth picture to the clients. These data streams come from multiple research studies and our in house database. After screening of the data, our analysts conduct creative integration of data sets, optimizing connections between integrated surveys and syndicated data sources. There are mainly 2 research approaches that we follow in order to integrate our data; top down approach and bottom up approach.

Market Deduction & Formulation: The final stage comprises of assigning data points at appropriate market spaces so as to deduce feasible conclusions. Analyst perspective & subject matter expert based holistic form of market sizing coupled with industry analysis also plays a crucial role in this stage.

This stage involves in finalization of the market size and numbers that we have collected from data integration step. With data interpolation, it is made sure that there is no gap in the market data. Successful trend analysis is done by our analysts using extrapolation techniques, which provide the best possible forecasts for the market.

Data Validation & Market Feedback: Validation is the most important step in the process. Validation & re-validation via an intricately designed process helps us finalize data-points to be used for final calculations.

The Brainy Insights interacts with leading companies and experts of the concerned domain to develop the analyst team’s market understanding and expertise. It improves and substantiates every single data presented in the market reports. The data validation interview and discussion panels are typically composed of the most experienced industry members. The participants include, however, are not limited to:

  • CXOs and VPs of leading companies’ specific to sector
  • Purchasing managers, technical personnel, end-users
  • Key opinion leaders such as investment bankers, and industry consultants

Moreover, we always validate our data and findings through primary respondents from all the major regions we are working on.

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