fbpx

REGISTER NOW !

Application of machine learning technology in a manufacturing industry


Quality has become one of the key differentiators among products and various brands all around the world. This makes them possible to preserve the brand reputation. The main reason behind this is the application of industrial automation and digitalization that connects the whole production operations. This reality inspires more companies to explore advanced technologies to improve their quality processes. The recent technology in this area is machine learning. Machine learning enables systems the ability to automatically learn and improve from experience without being explicitly programmed. Artificial intelligence and machine learning to have made a huge impact on human interaction. Even self-driving cars and driverless buses are on their way to being rolled out into the mainstream.

The empowerment of machine learning in the mobile industry is both exciting and overwhelming. Many mobile phone manufacturers have started to apply the technology to their mobile phone production operations. They use machine learning software to discover the design and production issues in real time. It can strengthen quality control on the line. Sametime can streamline their issue, response to deliver the latest products on demanding scheduled timelines.

Combining the principles of machine learning with computer vision technology can develop more advanced sensors and process control schemes. In streamline development and production area, a solution combines easy-to-deploy inspection stations with intelligent software that helps engineering and operations teams discover, fix, and monitor issues on the assembly line. Thus, it made possible to accelerate issue discovery, failure analysis, and corrective actions during the hardware development process.

Steps they have gone through

A popular mobile brand explained the steps have gone through when they first implemented machine learning and artificial intelligence in their production process. They first identified a handful of mobile phone assembly states. It highlighted all the key components of the phone as it was built. With this information in hand, they built and deployed inspection stations. That station consisted of cameras,  tunable lighting, and customized fixtures. They set this in less than three weeks.

Cameras are a crucial factor in these inspection stations. They built a 20- megapixel Flir camera having no Intellectual property in it. Then integrated it with the software to work as a test station on the line.  As they are trying this for the first time, they built a low-cost station. The main purpose of the cameras is taking pictures and scanning bar codes. The same time intelligent software does the analysis in real time to give a pass/fail result. As soon as the images were collected, they were uploaded to the manufacturer’s database. This makes it possible for their engineers all around the world access the data through the web application of the manufacturer. Considering the traditional industrial vision systems, we can say applications were incredibly specific there. Previously, the data were unavailable to the team because it was trapped on the local machines.

Initialization with PCB

One of the initial areas of its mobile phone production operations to which the mobile phone brand applied machine learning software was on the phones’ PCBs (printed circuit boards). The industry standard for PCB inspection is Automatic Optical Inspection (AOI) systems. The image of a PCB is compared to a digital CAD file to make sure each part is present. A limitation of AOI is that it cannot find new defects or damage that happened to PCB. Modern miniaturized devices may have undergone additional assembly steps. AOI cannot analyze that in PCBs.

When machine learning algorithm applied for the first time on PCB, dark blotches were detected on the subset of the PCBs. After examination, the engineers found out that the blotches were aligned with areas that connect two or more inner layers of the PCB(buried vias). Engineers investigated further and found that the boards were thicker than specified. This created serious problems with their critical tolerance stack-ups (calculations of the maximum, and minimum distance between two features or parts). As a source of the problem, this was very difficult to track down with AOI. Using the data from machine learning software, engineers found out that these PCBs were from the same vendor. So they worked with the supplier to rectify the problem.

Algorithms that are self-programmed

Once the first 30 units from the build were completed, engineers can use machine-learning algorithms to find new defects. Those defects weren’t previously aware of. After finding out the defect, subsequent units were set up to test for the same failure mode. Defects rates and trends are calculated in real-time after sorting failures automatically.  There are a lot of things that a traditional industrial vision system cannot do. The machine-learning methods enable each machine learning software app(monitor) to learn the difference between a typical and an anomalous unit. Thus, possible to set up tests that can find unforeseen defects automatically.

Intelligent-software app

The monitor is described as a software app. This allows engineers to set up a test that runs only in the cloud. Monitor validates that it’s catching the things the engineers want to identify. Then a drop-down selection will push the self-programmed algorithm into the product’s recipe at the edge. The training of the algorithm takes place in the cloud with computing done at the edge. This occurs on a normal graphics card in an off-the-shelf computer.

A key feature of this prominent manufacturer’s machine learning technology is nothing but the self-programmed algorithm capability. This removes the need for a company to employ data scientists to apply machine learning to their production operations. The software is designed in a way such that an engineer provides the expertise looking at a part to determine what is defective. It is possible for engineers to sort or filter images by key parameters or places along the line by visiting a web app. They can tell the system where to look. Then the algorithms run and return a stack rank. This makes available the stack rank from most anomalous to the least anomalous one. Finally, the software user can then draw a threshold between what’s bad or good. They can also give a name like shifted part, titled switch, etc.

Quality and customer satisfaction

It is possible to find known as well as unknown issues with machine learning algorithms. If the test is conducted with a good product, then it will be easy to get the result that the client is looking for. The client’s main motive is customer satisfaction through the quality of the product(mobile phone) they manufacture. Because nobody wants a failing example to set up a test. If done so then the result will be a total failure. Another important feature is that this particular machine learning system only requires 30 images to start with. Whereas another manufacturer’s machine learning system may require more than ten thousand images.

 

Have any Question or Comment?

Leave a Reply

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.

ONLINE REGISTRATION

PLACEMENTS / REVIEWS

Hari Vishnu Pavithran, Engineer, Automation Industry – Techno Park, Trivandrum

This is what to say to fresh graduates who seeks bright career. I did my Automation course at IPCS Automation... Read All

Engineer, Automation Industry - Techno Park, Trivandrum

HalGatewood.com Plugins
5.0
2018-03-06T03:44:31+00:00

Engineer, Automation Industry - Techno Park, Trivandrum

This is what to say to fresh graduates who seeks bright career. I did my Automation course at IPCS Automation Kochi. I got chances to attend interviews and Placed Frasco Advanced Technologies, Japan from IPCS.I recomend IPCS in the field of Training in Automation.

Mr. Akshay S Babu , Service Technician, BMS – Kochi

Mr. Akshay S Babu , Service Technician, BMS - Kochi

Mr. Akshay S Babu , Service Technician, BMS - Kochi

HalGatewood.com Plugins
4.0
2018-03-06T03:56:49+00:00

Mr. Akshay S Babu , Service Technician, BMS - Kochi

Mr. Akshay S Babu , Service Technician, BMS - Kochi

Dhanraj Kunjimangalam – Automation Engineers, Kannur

One of the best automation trainings. Very helpful and knowledgable staff who are always willing to share information and technical... Read All

Automation Engineer - Kannur, Kerala

HalGatewood.com Plugins
4.0
2018-05-28T05:50:03+00:00

Automation Engineer - Kannur, Kerala

One of the best automation trainings. Very helpful and knowledgable staff who are always willing to share information and technical knowledge. I recommend IPCS Calicut to those aspiring to be automation engineers.

Saheer Zain Pulloor – Malappuram

The faculty and staff members are very good. They provide good training and placement too. Everyone here was very friendly... Read All

Malappuram, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T06:07:55+00:00

Malappuram, Kerala

The faculty and staff members are very good. They provide good training and placement too. Everyone here was very friendly and the equipment's are well equipped and organised.

Gopikrishnan R – Automation Engineer Kochi

Wonderful experience I had,... Good place for Automation training and friendly staffs....

Automation Engineer, Muvattupuzha, Kochi

HalGatewood.com Plugins
5.0
2018-05-28T06:10:51+00:00

Automation Engineer, Muvattupuzha, Kochi

Wonderful experience I had,... Good place for Automation training and friendly staffs....

Shaakir Ahamed – Electrical Automation Engineer Colombo, Sri Lanka

I joined here after my bachelor’s degree as a fresh graduate and this is a good place to get hands... Read All

Electrical Automation Engineer Colombo, Sri Lanka

HalGatewood.com Plugins
4.0
2018-05-28T06:13:36+00:00

Electrical Automation Engineer Colombo, Sri Lanka

I joined here after my bachelor’s degree as a fresh graduate and this is a good place to get hands on training in electrical automation. I would recommend to join here after the second year of the degree.

Govind Raj – BMS Engineer Namakkal, Tamil Nadu

I had studied my bms course from ipcs automation. Good atmosphere to learn everything and good staff too.

BMS Engineer, Namakkal, Tamil Nadu

HalGatewood.com Plugins
4.0
2018-05-28T06:16:00+00:00

BMS Engineer, Namakkal, Tamil Nadu

I had studied my bms course from ipcs automation. Good atmosphere to learn everything and good staff too.

Twambaze Aimable – BMS & Automation Engineer, Rwanda, East Africa

I'm very glad to be one of IPCS Cochin trainee graduated in BMS & AUTOMATION. This a good genesis of... Read All

BMS & Automation Engineer, Rwanda, East Africa

HalGatewood.com Plugins
5.0
2018-05-28T06:19:35+00:00

BMS & Automation Engineer, Rwanda, East Africa

I'm very glad to be one of IPCS Cochin trainee graduated in BMS & AUTOMATION. This a good genesis of my engineering carrier. Aimable TWAMBAZE Kigali _ Rwanda

Madhu Manas P. – Industrial Automation, Trivandrum, Kerala

IPCS Automation is one of the best places in the country that provides excellent services on Industrial Automation and Subsequent... Read All

Industrial Automation, Trivandrum, Kerala

HalGatewood.com Plugins
4.0
2018-05-28T06:22:28+00:00

Industrial Automation, Trivandrum, Kerala

IPCS Automation is one of the best places in the country that provides excellent services on Industrial Automation and Subsequent Training. Their other courses such as - PLC-SCADA, Embedded Systems, Electrical Drives and Building Management are also top notch at par with the required Industrial Standards. Certainly a place to reckon for when it comes to the Automation field. Their placement cell is also very active, and they also provide unlimited assistance towards career enhancement. If your career aim is in the Automation and Electrical Industry, look no further. Experience it first hand.

Femjid Khan – Automation PLC Engineer, Kochi, Kerala

Really we are happy and enjoyed in IPCS. Generally the instructors is very good. helpful and co-operative. I hope IPCS... Read All

Automation PLC Engineer, Kochi, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T06:24:58+00:00

Automation PLC Engineer, Kochi, Kerala

Really we are happy and enjoyed in IPCS. Generally the instructors is very good. helpful and co-operative. I hope IPCS go to top of automation institution in globally.

Rekha Vijayan – BMS & Automation Engineer, Coimbatore, Tamil Nadu

Best Automation and Building Management Training centre with good infrastructure , A must Add on course for upcoming Engineers to... Read All

BMS & Automation Engineer, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T06:26:53+00:00

BMS & Automation Engineer, Coimbatore, Tamil Nadu

Best Automation and Building Management Training centre with good infrastructure , A must Add on course for upcoming Engineers to get placed in a automation field , Thanks for your valuable placement support , Thanks for the Technical Staffs for their valuable guidance .

Dinesh Kumar – Automation Technician, Coimbatore, Tamil Nadu

Better place to learn plc and scada with the friendly faculty members... If you're a I&C or EIE then you... Read All

Automation Technician, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T06:29:50+00:00

Automation Technician, Coimbatore, Tamil Nadu

Better place to learn plc and scada with the friendly faculty members... If you're a I&C or EIE then you should definitely take this course.... management is so responsible for placements . this is the excellent institute for learn and earn.....

Mr. Sujith.S , BMS Engineer , BMS – Oman

I was the student at IPCS Automation. IPCS has a marvelous method for giving training for fresh graduates. Since they... Read All

Mr. Sujith.S , BMS Engineer , BMS - Oman

HalGatewood.com Plugins
5.0
2018-03-06T08:28:51+00:00

Mr. Sujith.S , BMS Engineer , BMS - Oman

I was the student at IPCS Automation. IPCS has a marvelous method for giving training for fresh graduates. Since they are providing TUV Rheinland certified courses, no need of worry about the standard in their curriculum in both BMS and Industrial Automation. Regarding my career all credits goes to IPCS Automation. Thank you IPCS.

Krishnan Moorthi – Automation PLC Engineer, Coimbatore, Tamil Nadu

This Krishnamoorthi Coimbatore I have undergone automation training with IPCS and have gained more technical knowledge staff also good thanks... Read All

Automation PLC Engineer, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T06:32:47+00:00

Automation PLC Engineer, Coimbatore, Tamil Nadu

This Krishnamoorthi Coimbatore I have undergone automation training with IPCS and have gained more technical knowledge staff also good thanks for IPCS team

Chandra Mohan – Coimbatore, Tamil Nadu

This is very useful course..IPCS staffs are too friendly and easily ask every doubts and they are clarify it.they are... Read All

Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T06:36:41+00:00

Coimbatore, Tamil Nadu

This is very useful course..IPCS staffs are too friendly and easily ask every doubts and they are clarify it.they are try to given their best.i learn the basics and how to perform. environment is good.

Thaya Sakthi – BMS Technician, Coimbatore, Tamil Nadu

Thank you for IPCS automation placement cell to provide a great opportunity to placed in core as BMS technician in... Read All

BMS Technician, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T07:37:24+00:00

BMS Technician, Coimbatore, Tamil Nadu

Thank you for IPCS automation placement cell to provide a great opportunity to placed in core as BMS technician in Domotics, Coimbatore. Recommand IPCS automation Coimbatore.

Mr. Sajid N , Service Technician, BMS – Kochi

Well trained Teachers, State of the Art lab facilities, Internationally accredited courses / curriculum etc are the reason for my... Read All

Mr. Sajid N , Service Technician, BMS - Kochi

HalGatewood.com Plugins
4.0
2018-03-06T08:33:10+00:00

Mr. Sajid N , Service Technician, BMS - Kochi

Well trained Teachers, State of the Art lab facilities, Internationally accredited courses / curriculum etc are the reason for my current position. IPCS has a very well planned training tactics to improvise any fresh graduates who seeks better career in Industrial Automation and BMS sector. I genuinely recommend IPCS Automation for any courses related to Induatrial Automation. Thanks to IPCS

Gowtham Selvaraj – Automation Training, Coimbatore, Tamil Nadu

In this institute .. I got a very useful knowledge About PLC Automation ... I very much thankful to the... Read All

Automation Training, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T07:43:27+00:00

Automation Training, Coimbatore, Tamil Nadu

In this institute .. I got a very useful knowledge About PLC Automation ... I very much thankful to the IPCS Automation team

Mr. Madhu Manas. P , Marketing Executive , BMS – Kochi

I was the student at IPCS. Well managed placement cell is consistently monitoring the current openings in BMS and Industrial... Read All

Mr. Madhu Manas. P , Marketing Executive , BMS - Kochi

HalGatewood.com Plugins
5.0
2018-03-06T08:36:36+00:00

Mr. Madhu Manas. P , Marketing Executive , BMS - Kochi

I was the student at IPCS. Well managed placement cell is consistently monitoring the current openings in BMS and Industrial / Marine Automation. The well experienced faculties, well equipped labs and very well managed placements cell are promising a bright career life for every fresh engineering graduates. IPCS ensure the quality of syllabus which current needs of employment market. Thank you IPCS for guidance.

Mr. Arun K , Marine Automation – Calicut

Courses offered by IPCS was excellent and which suites the current industry and employment market as well. Thank you IPCS... Read All

Mr. Arun K , Project Supervisor, Marine Automation - Calicut

HalGatewood.com Plugins
5.0
2018-03-06T08:38:47+00:00

Mr. Arun K , Project Supervisor, Marine Automation - Calicut

Courses offered by IPCS was excellent and which suites the current industry and employment market as well. Thank you IPCS for your support and guidance in my career life. I personally recommend IPCS Industrial and Marine Automation centre to every fresh engineering graduates and the candiates those who are looking for bright career in technical field.

Suvington Newton – Automation Engineer, Coimbatore, Tamil Nadu

IPCS Automation has declared the wonderful training.And the placement cell give me a better opportunity of getting jobs.

Automation Engineer, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T07:46:55+00:00

Automation Engineer, Coimbatore, Tamil Nadu

IPCS Automation has declared the wonderful training.And the placement cell give me a better opportunity of getting jobs.

Jithin Ramakrishnan – Automation Engineer, Chennai, Tamil Nadu

About IPCS, This is the place where you can study the concepts and a lot about the automation system. I... Read All

Automation Engineer, Chennai, Tamil Nadu

HalGatewood.com Plugins
4.0
2018-05-28T07:55:10+00:00

Automation Engineer, Chennai, Tamil Nadu

About IPCS, This is the place where you can study the concepts and a lot about the automation system. I don't have any previous knowledge about PLC's and now I'm capable of doing ladder programs. This institution made me to do this. Thanks to IPCS automation and the members behind this.

ALAGHU B, Maintenance Engineer – Cochin

I am a Mechatronics engineer and did my Automation Training in IPCS Automation ,and I got placed in a Company,... Read All

ALAGHU B, Maintenance Engineer, Material Manufactruing - Cochin

HalGatewood.com Plugins
5.0
2018-03-06T08:41:31+00:00

ALAGHU B, Maintenance Engineer, Material Manufactruing - Cochin

I am a Mechatronics engineer and did my Automation Training in IPCS Automation ,and I got placed in a Company, The training and stas are excellent which enhanced my Skills, Thank you IPCS

Pavithra Muthukrishnan – Automation Training Coimbatore, Tamil Nadu

I have learnt new things in IPCS. I have also gained practical knowledge here. It has trained me to get... Read All

Automation Training Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T07:58:57+00:00

Automation Training Coimbatore, Tamil Nadu

I have learnt new things in IPCS. I have also gained practical knowledge here. It has trained me to get into industry. Hearty Thanks to the whole team of IPCS Coimbatore

ANU CHANDRAN, Projects and Engineering – Muscat, Oman.

I am very thankful to them for giving me the golden chance to start my career with such a nice... Read All

ANU CHANDRAN, Electrical Engineer, Projects and Engineering - Muscat, Oman.

HalGatewood.com Plugins
4.0
2018-03-06T08:44:19+00:00

ANU CHANDRAN, Electrical Engineer, Projects and Engineering - Muscat, Oman.

I am very thankful to them for giving me the golden chance to start my career with such a nice company. In my job, it was very helpful to done and I can performed more creative.

KARTHICK G , Asst.Service Engineer – Kochi

I would like to thank IPCS Automation for giving me training on automation Tools and proving me a placement soon... Read All

KARTHICK G , Asst.Service Engineer, Automation Industry - Kochi

HalGatewood.com Plugins
5.0
2018-03-06T08:45:41+00:00

KARTHICK G , Asst.Service Engineer, Automation Industry - Kochi

I would like to thank IPCS Automation for giving me training on automation Tools and proving me a placement soon after the completion of the program, A great place to learn Automation

SUPRIYA S , Technical Support Engineer – Cochin

I am proud to say that I got my placement at Ace. The application i had training upon was purely... Read All

SUPRIYA S , Technical Support Engineer, Material Manufactruing - Cochin

HalGatewood.com Plugins
5.0
2018-03-06T08:47:14+00:00

SUPRIYA S , Technical Support Engineer, Material Manufactruing - Cochin

I am proud to say that I got my placement at Ace. The application i had training upon was purely practical which is equal to the Industrial base control of Electrical Automation,which helps me in my job.

SIVARAM, Service Engineer – Cochin

After my graduation I searched for a job but couldn’t, through my friend’ s I came to know about IPCS... Read All

SIVARAM, Service Engineer, Applied Electronics - Cochin

HalGatewood.com Plugins
5.0
2018-03-06T08:49:06+00:00

SIVARAM, Service Engineer, Applied Electronics - Cochin

After my graduation I searched for a job but couldn’t, through my friend’ s I came to know about IPCS Automation , I joined for Automation Training, After the completion, I got a placement through IPCS. Thank you!

MUHD MUSTHAFA, PLC Programmer – Coimbatore

I did my Automation System Engineer Training @IPCS, The training was 100%Industrial Oriented, the Faculty members were friendly and Skilled,... Read All

MUHD MUSTHAFA, PLC Programmer, Automation Industry - Coimbatore

HalGatewood.com Plugins
4.0
2018-03-06T08:50:26+00:00

MUHD MUSTHAFA, PLC Programmer, Automation Industry - Coimbatore

I did my Automation System Engineer Training @IPCS, The training was 100%Industrial Oriented, the Faculty members were friendly and Skilled, I got a placement also Form IPCS, Thank you!

Deva Priya – Automation PLC Training, Coimbatore, Tamil Nadu

I would like to thanks to IPCS AUTOMATION for made my education level so great.i have done my automation training... Read All

Automation PLC Training, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T08:18:43+00:00

Automation PLC Training, Coimbatore, Tamil Nadu

I would like to thanks to IPCS AUTOMATION for made my education level so great.i have done my automation training at IPCS,i must say, this training institution is one of the best ever institution , i have seen lot of institutions, all kind of institution only looking up their business level and their fame, but IPCS is only concentrating on their student's knowledge and their future plan ,according to me ,basically IPCS create much more knowledge for students and make their education life as colourful .i assure if somebody join at IPCS they would defiantly fall in love with studies and why not on IPCS...

Suren Dran – Automation Training, Coimbatore, Tamil Nadu

Better place to learn PLC and SCADA with the friendly faculty members...you got to have more involvement to learn more... Read All

Automation Training, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
4.0
2018-05-28T08:21:29+00:00

Automation Training, Coimbatore, Tamil Nadu

Better place to learn PLC and SCADA with the friendly faculty members...you got to have more involvement to learn more about this automation software's

Syed Fayiz – Industrial Automation, Coimbatore, Tamil Nadu

Great experience , very good in working with industrial application. If you're a I&C or EIE then you should definitely... Read All

Industrial Automation, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T08:41:24+00:00

Industrial Automation, Coimbatore, Tamil Nadu

Great experience , very good in working with industrial application. If you're a I&C or EIE then you should definitely take this course . Will be very useful for all in future . This course in IPCS Coimbatore help me in developing my problem solving skills . I got to know something after completing B.tech not remembering anything.

Mahesh Waran – PLC and SCADA Training, Coimbatore, Tamil Nadu

excellent place to learn and hands on experience on plc and scada and teaching staffs are very good in knowledge... Read All

PLC and SCADA Training, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T08:43:57+00:00

PLC and SCADA Training, Coimbatore, Tamil Nadu

excellent place to learn and hands on experience on plc and scada and teaching staffs are very good in knowledge and management is so responsible for placements . this is the excellent institute for learn and earn

Sajan Varghese – Automation Training, Coimbatore, Tamil Nadu

IPCS is the best one for study the automation course,because it has good atmosphere for study the courses,also the syllabus... Read All

Automation Training, Coimbatore, Tamil Nadu

HalGatewood.com Plugins
5.0
2018-05-28T08:45:55+00:00

Automation Training, Coimbatore, Tamil Nadu

IPCS is the best one for study the automation course,because it has good atmosphere for study the courses,also the syllabus is mostly flexible for the students.

Azif Hussain – CCTV & BMS Training, Trivandrum, Kerala

I have completed my Bms course from IPCS trivandrum. it was a nice experience, faculties are excellent... And I suggest... Read All

CCTV & BMS Training, Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T08:49:56+00:00

CCTV & BMS Training, Trivandrum, Kerala

I have completed my Bms course from IPCS trivandrum. it was a nice experience, faculties are excellent... And I suggest everyone to join this amazing Institute. Thank you.

Naiju S Nizar – Automation Training Trivandrum, Kerala

One of the most center in Trivandrum....IPCS provides good class and teaching

Automation Training Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T08:55:44+00:00

Automation Training Trivandrum, Kerala

One of the most center in Trivandrum....IPCS provides good class and teaching

Kohil S Kottarathil – Automation Training Trivandrum, Kerala

Studying at IPCS had been a really good experience for me. The teaching faculty were really helpful. They always backed... Read All

Automation Training Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T09:02:46+00:00

Automation Training Trivandrum, Kerala

Studying at IPCS had been a really good experience for me. The teaching faculty were really helpful. They always backed me when i was into some sort of trouble. Although the beginning was very difficult, as time went by i got experience and became easy and i started solving problems myself.

Muhammed Shabir Shabir – CCTV Security System Training Trivandrum, Kerala

Hi, Iam Muhammed Shabir studying IPCS Trivadrum in CCTV security system. good teaching very nice class. Iam very satisfied this... Read All

CCTV Security System Training Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T09:07:49+00:00

CCTV Security System Training Trivandrum, Kerala

Hi, Iam Muhammed Shabir studying IPCS Trivadrum in CCTV security system. good teaching very nice class. Iam very satisfied this course

Sakeer Saleem – CCTV Security System Trivandrum, Kerala

Hai, I am Sakeer s study CCTV security System in IPCS Trivandrum. absolutely outstanding teaching and relationship in IPCS Trivandrum.... Read All

CCTV Security System Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T09:15:51+00:00

CCTV Security System Trivandrum, Kerala

Hai, I am Sakeer s study CCTV security System in IPCS Trivandrum. absolutely outstanding teaching and relationship in IPCS Trivandrum. It was a nice experience to study at IPCS. The training center has good facilities is well equipment's.

Aneesh Kumar – CCTV Security System Trivandrum, Kerala

My name is Aneesh Kumar and am studying CCTV security system in IPCS Trivandram.. I really appreciate the teaching and... Read All

CCTV Security System Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T09:34:06+00:00

CCTV Security System Trivandrum, Kerala

My name is Aneesh Kumar and am studying CCTV security system in IPCS Trivandram.. I really appreciate the teaching and provided faculties..the training program is exellent generally the instructors are excellent..it was great experience to study in IPCS.......

Maheen Khan – CCTV Security System Training Trivandrum, Kerala

I have completed my CCTV SECURITY SYSTEM from IPCS Trivandrum branch. Excellent training with well industrial experienced faculties. Well supportive... Read All

CCTV Security System Training Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T09:54:34+00:00

CCTV Security System Training Trivandrum, Kerala

I have completed my CCTV SECURITY SYSTEM from IPCS Trivandrum branch. Excellent training with well industrial experienced faculties. Well supportive staffs. Completely job oriented training. I've got job in Dubai. Thanks to IPCS

Arshad Najeeb Khan – Automation Training Kollam, Kerala

IPCS is more useful for job seekers then teachers are more helpful in each part of the courses and internship... Read All

Automation Training Kollam, Kerala

HalGatewood.com Plugins
4.0
2018-05-28T09:59:47+00:00

Automation Training Kollam, Kerala

IPCS is more useful for job seekers then teachers are more helpful in each part of the courses and internship are available in course completion students and i am proud to be an Ipcsian

Ajish Ashok – Automation Training Trivandrum, Kerala

Excellent Training Center. Joined here for automation course after M.Tech, and work experience. Good faculty and it is highly job... Read All

Automation Training Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T11:20:08+00:00

Automation Training Trivandrum, Kerala

Excellent Training Center. Joined here for automation course after M.Tech, and work experience. Good faculty and it is highly job oriented training. Best part is they will provide you with numerous job interviews after the training program, so that you can chose as per your own interest.

Akhil G S – Automation Training Trivandrum, Kerala

Faculties are brilliant and helpful.I am readily satisfied with IPCS.

Automation Training Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T11:48:56+00:00

Automation Training Trivandrum, Kerala

Faculties are brilliant and helpful.I am readily satisfied with IPCS.

Joy Ouseph – Automation, CCTV and security system Trivandrum, Kerala

Institution is leading to automation expertise for real time scenario....it is best for CCTV and security system

Automation, CCTV and security system Trivandrum, Kerala

HalGatewood.com Plugins
4.0
2018-05-28T11:52:41+00:00

Automation, CCTV and security system Trivandrum, Kerala

Institution is leading to automation expertise for real time scenario....it is best for CCTV and security system

Vishnu Vdev V – Automation Placements Trivandrum, Kerala

Good plc training providers in Trivandrum. Much helpful training for getting jobs in automation field. Placement options offered is also... Read All

Automation Placements Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T11:56:03+00:00

Automation Placements Trivandrum, Kerala

Good plc training providers in Trivandrum. Much helpful training for getting jobs in automation field. Placement options offered is also good.

Harikrishnan S – Automation Placements Alappuzha, Kerala

Good training,excellent faculties

Automation Placements Alappuzha, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T11:59:30+00:00

Automation Placements Alappuzha, Kerala

Good training,excellent faculties

Devika Mohanan Pillai – BMS Training Trivandrum, Kerala

The faculty and infrastructure in IPCS automation is very good I would especially like to appreciate the method of teaching... Read All

BMS Training Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T12:24:58+00:00

BMS Training Trivandrum, Kerala

The faculty and infrastructure in IPCS automation is very good I would especially like to appreciate the method of teaching .i will recommend my friends for their BMS training in IPCS

Arunraj M S – PLC Programming & Control Panel Designing at EG&G Riyadh, Saudi Arabia

Got job in EG & G Saudi Arabia. Thanks to IPCS Trivandrum. Thanks for providing excellent training in PLC programming... Read All

PLC Programming & Control Pannel Designing at EG&G Riyadh, Saudi Arabia

HalGatewood.com Plugins
4.0
2018-05-28T12:50:17+00:00

PLC Programming & Control Pannel Designing at EG&G Riyadh, Saudi Arabia

Got job in EG & G Saudi Arabia. Thanks to IPCS Trivandrum. Thanks for providing excellent training in PLC programming and control panel designing.

Anoop S – Automation system engineer Calicut, Kerala

A good plc automation and robotics training centre. Faculties are more supportive and excellent training providers.

Anoop S - Automation system engineer Calicut, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T12:54:05+00:00

Anoop S - Automation system engineer Calicut, Kerala

A good plc automation and robotics training centre. Faculties are more supportive and excellent training providers.

Shaza Mol – Automation & PLC Training Trivandrum, Kerala

Best training center for automation and PLC training. Good lab facilities and machinery. I Like , Thank you IPCS.

Shaza Mol - Automation & PLC Training Trivandrum, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T12:56:39+00:00

Shaza Mol - Automation & PLC Training Trivandrum, Kerala

Best training center for automation and PLC training. Good lab facilities and machinery. I Like , Thank you IPCS.

Maneesh Mathew Koshy – Automation Engineer Kollam, Kerala

Having very good experience in IPCS. Friendly staffs , clarifying doubts.Good study environment

Automation Engineer Kollam, Kerala

HalGatewood.com Plugins
5.0
2018-05-28T12:59:35+00:00

Automation Engineer Kollam, Kerala

Having very good experience in IPCS. Friendly staffs , clarifying doubts.Good study environment

Benyameen Anna – Automation Engineer Ghana

Very good coaching with practice

Automation System Engineer Ghana

HalGatewood.com Plugins
5.0
2018-05-28T14:52:50+00:00

Automation System Engineer Ghana

Very good coaching with practice

Sreejith Mohan – BMS & CCTV Security System Training Thrissur, Kerala

Best BMS training and cctv training. I liked it.

BMS & CCTV Security System Training Thrissur, Kerala

HalGatewood.com Plugins
5.0
2018-05-29T06:56:37+00:00

BMS & CCTV Security System Training Thrissur, Kerala

Best BMS training and cctv training. I liked it.

Risin Samuel – Automation System Engineer Trivandrum, Kerala

It's was good experience to be a part of IPCS Trivandrum.

Automation System Engineer Trivandrum, Kerala

HalGatewood.com Plugins
4.0
2018-05-29T06:58:52+00:00

Automation System Engineer Trivandrum, Kerala

It's was good experience to be a part of IPCS Trivandrum.

Suriya Krishna – Programming and industrial Automation Training Dubai, UAE

Best Institution for Designing, Programming and industrial Automation. International standards and certified institutions all over the globe. Happy to say... Read All

Programming and industrial Automation Training Dubai, UAE

HalGatewood.com Plugins
5.0
2018-05-29T07:10:12+00:00

Programming and industrial Automation Training Dubai, UAE

Best Institution for Designing, Programming and industrial Automation. International standards and certified institutions all over the globe. Happy to say i have chosen a right institution for Automation Course.

Anil Mohan – Automation Engineer Dubai, UAE

This place helped me a lot to improve my skills on automation by giving the real industrial exposure . excellent... Read All

Automation Engineer Dubai, UAE

HalGatewood.com Plugins
5.0
2018-05-29T07:22:35+00:00

Automation Engineer Dubai, UAE

This place helped me a lot to improve my skills on automation by giving the real industrial exposure . excellent lab facilities and good training methodologies

Srinivas B – Automation System Engineer Dubai, UAE

Excellent faculty and excellent teaching facilities. Almost all the brands available for hands on training . 100 % Individual attention... Read All

Automation System Engineer Dubai, UAE

HalGatewood.com Plugins
5.0
2018-05-29T07:56:38+00:00

Automation System Engineer Dubai, UAE

Excellent faculty and excellent teaching facilities. Almost all the brands available for hands on training . 100 % Individual attention .
4.8
58

WORKSHOPS [ 2 - 5 DAYS ]

  • Corporate Companies
  • Working Professionals
  • Education Institutions

IPCS AUTOMATION TRAINING INSTITUTE

IPCS Automation research oriented Training Institute, Providing job oriented training & Government, International certification with 100% placements. IPCS Automation Authorized training center for PLC Training, automation Training, corporate Training, Marine Automation, Process Control Automation, Machine Automation, Industrial Automation, Building Management System Training, SCADA Training, DCS Training, HMI Training, VFD Training, CCTV & Security System Training, BMS Training, Control Panels Designing Training, Calibration Training, EMBEDDED Training.

IPCS AUTOMATION TRAINING INSTITUTE

IPCS Automation research oriented Training Institute, Providing job oriented training & Government, International certification with 100% placements. IPCS Automation Authorized training center for PLC Training, automation Training, corporate Training, Marine Automation, Process Control Automation, Machine Automation, Industrial Automation, Building Management System Training, SCADA Training, DCS Training, HMI Training, VFD Training, CCTV & Security System Training, BMS Training, Control Panels Designing Training, Calibration Training, EMBEDDED Training.

Automation Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

PLC Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

SCADA Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

VFD Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

DCS Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

HMI Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

Electric Control Panel Designing Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

Process Control Automation Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

Automation Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

Automation Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

Automation Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

Automation Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe

Automation Training: India | Mumbai | Kerala | Cochin | Calicut | Trivandrum | Tamil Nadu | Coimbatore | Chennai | UAE | Saudi Arabia | Qatar | Singapore | Malaysia | Africa | Nijeria | Ghana | Sudan | Zimbabwe