M. Tech Program in Robotics

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M. Tech in Robotics

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Overview

Robotics is defined as the disciplines of mechanical, electrical, and other sciences related to the design, construction, operation, and application of robots. Robots are automated machines that can assist humans in a variety of environments, from manufacturing processes to working in critical conditions unsuitable for human life. Robotics specialists aim to solve a wide variety of tasks by designing mechanical devices that can intelligently complete a variety of tasks. The term robotics comes from the word robot used by Czech writer Karel Čapek in his play R.U.R. (Rossum’s Universal Robots), published in 1920. The word robot comes from the Slavic word Robota, which means work. Robotics is related to other scientific fields such as Computer science, Character animation, Mechanical design, Cognitive science, and Biomechanics. The main subdivisions of robotics are Artificial human science, Artificial intelligence, Nanorobotics and Robotic surgery.

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Need for M.Tech in Robotics

Robotics is widely used in industrial automation, agriculture, logistics, underwater, aerial, maintenance, inspection, manipulation and others to improve productivity, safety, security, and health. Industrial robots, 3D printing, drones, and advanced machinery are becoming quite common in various working environments. The industrial robotics market is projected to be $81.4 billion by 2028, double that of 2021. Mahindra University’s M.Tech program in Robotics will fulfill the current and future requirement of Robotics Engineer.

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About the Program

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This interdisciplinary program is offered by Department of Mechanical & Aerospace Engineering at the École Centrale School of Engineering, Mahindra University in collaboration with Electronics & Computer science departments. The 2-year degree program provides students with advanced engineering-related knowledge through courses in Kinematics, Dynamics, Electronics, Computer programming, Mathematics and specialized electives. The students through this program gain additional knowledge in the areas of intelligent machines, health care and automation.

This program has a minimum of 60 credits spread over four semesters for full-time students. About two-thirds of the credits are for the course work, and the remaining for Master’s thesis by conducting original research. The program provides flexibility for students to specialize in their area of interest. Most of the courses have practical hours to get hands-on experience.

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Expected Program Output

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Characteristic attributes of the post-graduating students:

To be able to understand the basic and advanced engineering concepts with theoretical foundation in robotics.

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To be able to understand and apply various concepts of mechanical design, electronics design and control.

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To have the ability to apply engineering methods and tools to specify and develop mechanical components and systems in the context of robotics and automation.

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To have the ability to apply the engineering methods and tools, and master the related skills in the process of developing robotic systems and products.

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To have the ability to apply engineering methods to develop analog and digital electronic circuits with hardware and software in a robotics context.

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Eligibility

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B.E./B.Tech in Mechanical engineering, Mechatronics, Electronics engineering

Fees
Expected Intake: 15 No.s
Expected Tuition Fee: 1.5 lakh/ Annum
Stipend: Deserving students will be provided monthly stipend with free accommodation.

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Admission Procedure

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Route 1: Applicants, who are GATE qualified with a percentile above 90%, will undergo an interview for admission.

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Route 2: Applicants, who are not GATE qualified or have a percentile less than 90%, will have a separate written examination followed by interview.

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Career Roles

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Robotics Engineer

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Automation Engineer

[/fusion_li_item][fusion_li_item icon=”” iconcolor=”” hue=”” saturation=”” lightness=”” alpha=”” circlecolor=””]

Industrial Robots manager

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Automation and logistics manager

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Project manager

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Tentative Courses

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The courses proposed comprise broad categories of Robotics and Automation, electronics, programming, ROS – Robot operating systems, embedded systems and software hardware interfaces. Furthermore, trending electives will be offered wherein the students will be exposed to more specialized topics.

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scroll_motion_devices=”small-visibility,medium-visibility,large-visibility” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″ last=”true” border_position=”all” first=”true”][fusion_title title_type=”text” loop_animation=”once” rotation_effect=”bounceIn” display_time=”1200″ highlight_effect=”circle” highlight_width=”9″ highlight_top_margin=”0″ title_link=”off” link_target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” content_align_medium=”center” content_align_small=”center” content_align=”left” size=”3″ text_color=”var(–awb-color8)” text_shadow=”no” text_shadow_blur=”0″ text_stroke=”no” text_stroke_size=”1″ text_overflow=”none” gradient_font=”no” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ style_type=”none” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]

Proposed Course Curriculum Outline – Semester Wise

[/fusion_title][fusion_title title_type=”text” loop_animation=”once” marquee_direction=”left” marquee_speed=”15000″ rotation_effect=”bounceIn” display_time=”1200″ highlight_effect=”circle” highlight_width=”9″ highlight_top_margin=”0″ title_link=”off” link_target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” content_align=”left” size=”4″ text_color=”var(–awb-color6)” text_shadow=”no” text_shadow_blur=”0″ text_stroke=”no” text_stroke_size=”1″ text_overflow=”none” gradient_font=”no” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ style_type=”none” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]Semester I[/fusion_title][fusion_table fusion_table_type=”1″ fusion_table_rows=”9″ fusion_table_columns=”6″ margin_bottom=”10px” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” class=”specializations-intakes noc” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]

S.No.	Course Name	Lecture	Tutorial	Practice	Credits
1	Multi-body Dynamics	02	00	02	04
2	Embedded systems	03	00	02	04
3	Plant automation and Cyber physical systems	03	00	00	03
4	Mathematics for Robotics	03	00	00	03
5	Robot Control Theory	03	00	00	03
6	Robotics Lab-1	00	00	02	01
7	Robotics and hardware interfacing	03	00	02	01
Total Credits					19

[/fusion_table][fusion_title title_type=”text” loop_animation=”once” marquee_direction=”left” marquee_speed=”15000″ rotation_effect=”bounceIn” display_time=”1200″ highlight_effect=”circle” highlight_width=”9″ highlight_top_margin=”0″ title_link=”off” link_target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” content_align=”left” size=”4″ text_color=”var(–awb-color6)” text_shadow=”no” text_shadow_blur=”0″ text_stroke=”no” text_stroke_size=”1″ text_overflow=”none” gradient_font=”no” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ style_type=”none” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]Semester II[/fusion_title][fusion_table fusion_table_type=”1″ fusion_table_rows=”9″ fusion_table_columns=”6″ margin_bottom=”10px” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” class=”specializations-intakes noc” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]

S.No.	Course Name	Lecture	Tutorial	Practice	Credits
1	Advanced Robot modelling and analysis	03	00	02	04
2	AI for Robotics	03	00	00	03
3	Elective -1	03	00	00	03
4	Elective -2	03	00	00	03
5	Elective- 3	03	00	00	03
6	Introduction to Robot Operating System (RoS)	01	00	02	02
7	Robotics Lab -2	00	00	02	01
Total Credits					19

[/fusion_table][fusion_title title_type=”text” loop_animation=”once” marquee_direction=”left” marquee_speed=”15000″ rotation_effect=”bounceIn” display_time=”1200″ highlight_effect=”circle” highlight_width=”9″ highlight_top_margin=”0″ title_link=”off” link_target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” content_align=”left” size=”4″ text_color=”var(–awb-color6)” text_shadow=”no” text_shadow_blur=”0″ text_stroke=”no” text_stroke_size=”1″ text_overflow=”none” gradient_font=”no” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ style_type=”none” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]Semester III[/fusion_title][fusion_table fusion_table_type=”1″ fusion_table_rows=”3″ fusion_table_columns=”6″ margin_bottom=”10px” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” class=”specializations-intakes noc” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]

S.No.	Course Name	Lecture	Tutorial	Practice	Credits
1	Master thesis Phase-I	00	00	24	12
Total Credits					12

[/fusion_table][fusion_title title_type=”text” loop_animation=”once” marquee_direction=”left” marquee_speed=”15000″ rotation_effect=”bounceIn” display_time=”1200″ highlight_effect=”circle” highlight_width=”9″ highlight_top_margin=”0″ title_link=”off” link_target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” content_align=”left” size=”4″ text_color=”var(–awb-color6)” text_shadow=”no” text_shadow_blur=”0″ text_stroke=”no” text_stroke_size=”1″ text_overflow=”none” gradient_font=”no” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ style_type=”none” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]Semester IV[/fusion_title][fusion_table fusion_table_type=”1″ fusion_table_rows=”3″ fusion_table_columns=”7″ hide_on_mobile=”small-visibility,medium-visibility,large-visibility” class=”specializations-intakes noc” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]

S.No.	Course Name	Lecture	Tutorial	Practice	Credits
1	Master thesis Phase-II	00	00	24	12
Total Credits					12

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Proposed Course Curriculum Outline – Semester Wise

[/fusion_title][fusion_title title_type=”text” loop_animation=”once” marquee_direction=”left” marquee_speed=”15000″ rotation_effect=”bounceIn” display_time=”1200″ highlight_effect=”circle” highlight_width=”9″ highlight_top_margin=”0″ title_link=”off” link_target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” content_align=”left” size=”4″ text_color=”var(–awb-color6)” text_shadow=”no” text_shadow_blur=”0″ text_stroke=”no” text_stroke_size=”1″ text_overflow=”none” gradient_font=”no” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ style_type=”none” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]Semester I[/fusion_title][fusion_table fusion_table_type=”1″ fusion_table_rows=”9″ fusion_table_columns=”6″ hide_on_mobile=”small-visibility,medium-visibility,large-visibility” class=”specializations-intakes noc” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]

S.No.	Course Name	Lecture	Tutorial	Practice	Credits
1	Multi-body Dynamics	02	00	02	04
2	Embedded systems	03	00	02	04
3	Plant automation and Cyber physical systems	03	00	00	03
4	Mathematics for Robotics	03	00	00	03
5	Robot Control Theory	03	00	00	03
6	Robotics Lab-1	00	00	02	01
7	Robotics and hardware interfacing	03	00	02	01
Total Credits					19

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S.No.	Course Name	Lecture	Tutorial	Practice	Credits
1	Advanced Robot modelling and analysis	03	00	02	04
2	AI for Robotics	03	00	00	03
3	Elective -1	03	00	00	03
4	Elective -2	03	00	00	03
5	Elective- 3	03	00	00	03
6	Introduction to Robot Operating System (RoS)	01	00	02	02
7	Robotics Lab -2	00	00	02	01
Total Credits					19

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S.No.	Course Name	Lecture	Tutorial	Practice	Credits
1	Master thesis Phase-I	00	00	24	12
Total Credits					12

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S.No.	Course Name	Lecture	Tutorial	Practice	Credits
1	Master thesis Phase-II	00	00	24	12
Total Credits					12

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Elective Courses (Tentative)

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Mobile Robots

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Medical Robots

[/fusion_title][fusion_checklist type=”icons” circlecolor=”var(–awb-color6)” textcolor=”var(–awb-color1)” hide_on_mobile=”small-visibility,medium-visibility,large-visibility”][fusion_li_item]Medical Robots (MAE)[/fusion_li_item][fusion_li_item]Soft robotics (MAE)[/fusion_li_item][fusion_li_item]Human-computer interaction (MAE)[/fusion_li_item][/fusion_checklist][/fusion_builder_column][fusion_builder_column type=”1_2″ layout=”1_2″ align_self=”auto” content_layout=”column” align_content=”flex-start” valign_content=”flex-start” content_wrap=”wrap” center_content=”no” column_tag=”div” target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” order_medium=”0″ order_small=”0″ hover_type=”none” border_style=”solid” box_shadow=”no” box_shadow_blur=”0″ box_shadow_spread=”0″ background_type=”single” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ lazy_load=”none” background_position=”left top” background_repeat=”no-repeat” background_blend_mode=”none” sticky=”off” sticky_devices=”small-visibility,medium-visibility,large-visibility” absolute=”off” filter_type=”regular” filter_hover_element=”self” filter_hue=”0″ filter_saturation=”100″ filter_brightness=”100″ filter_contrast=”100″ filter_invert=”0″ filter_sepia=”0″ filter_opacity=”100″ filter_blur=”0″ filter_hue_hover=”0″ filter_saturation_hover=”100″ filter_brightness_hover=”100″ filter_contrast_hover=”100″ filter_invert_hover=”0″ filter_sepia_hover=”0″ filter_opacity_hover=”100″ filter_blur_hover=”0″ transform_type=”regular” transform_hover_element=”self” transform_scale_x=”1″ transform_scale_y=”1″ transform_translate_x=”0″ transform_translate_y=”0″ transform_rotate=”0″ transform_skew_x=”0″ transform_skew_y=”0″ transform_scale_x_hover=”1″ transform_scale_y_hover=”1″ transform_translate_x_hover=”0″ transform_translate_y_hover=”0″ transform_rotate_hover=”0″ transform_skew_x_hover=”0″ transform_skew_y_hover=”0″ transition_duration=”300″ transition_easing=”ease” scroll_motion_devices=”small-visibility,medium-visibility,large-visibility” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″ last=”false” border_position=”all” first=”true”][fusion_title title_type=”text” loop_animation=”once” rotation_effect=”bounceIn” display_time=”1200″ highlight_effect=”circle” highlight_width=”9″ highlight_top_margin=”0″ title_link=”off” link_target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” content_align=”left” size=”6″ text_color=”var(–awb-color1)” text_shadow=”no” text_shadow_blur=”0″ text_stroke=”no” text_stroke_size=”1″ text_overflow=”none” gradient_font=”no” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ style_type=”default” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]

Industrial Robots

[/fusion_title][fusion_checklist type=”icons” circlecolor=”var(–awb-color6)” textcolor=”var(–awb-color1)” hide_on_mobile=”small-visibility,medium-visibility,large-visibility”][fusion_li_item]AI in Industrial IoT (CSE)[/fusion_li_item][fusion_li_item]Advanced grasping and actuation (MAE)[/fusion_li_item][fusion_li_item]Machine vision and Image processing (CSE)[/fusion_li_item][/fusion_checklist][/fusion_builder_column][fusion_builder_column type=”1_2″ layout=”1_2″ align_self=”auto” content_layout=”column” align_content=”flex-start” valign_content=”flex-start” content_wrap=”wrap” center_content=”no” column_tag=”div” target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” order_medium=”0″ order_small=”0″ hover_type=”none” border_style=”solid” box_shadow=”no” box_shadow_blur=”0″ box_shadow_spread=”0″ background_type=”single” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ lazy_load=”none” background_position=”left top” background_repeat=”no-repeat” background_blend_mode=”none” sticky=”off” sticky_devices=”small-visibility,medium-visibility,large-visibility” absolute=”off” filter_type=”regular” filter_hover_element=”self” filter_hue=”0″ filter_saturation=”100″ filter_brightness=”100″ filter_contrast=”100″ filter_invert=”0″ filter_sepia=”0″ filter_opacity=”100″ filter_blur=”0″ filter_hue_hover=”0″ filter_saturation_hover=”100″ filter_brightness_hover=”100″ filter_contrast_hover=”100″ filter_invert_hover=”0″ filter_sepia_hover=”0″ filter_opacity_hover=”100″ filter_blur_hover=”0″ transform_type=”regular” transform_hover_element=”self” transform_scale_x=”1″ transform_scale_y=”1″ transform_translate_x=”0″ transform_translate_y=”0″ transform_rotate=”0″ transform_skew_x=”0″ transform_skew_y=”0″ transform_scale_x_hover=”1″ transform_scale_y_hover=”1″ transform_translate_x_hover=”0″ transform_translate_y_hover=”0″ transform_rotate_hover=”0″ transform_skew_x_hover=”0″ transform_skew_y_hover=”0″ transition_duration=”300″ transition_easing=”ease” scroll_motion_devices=”small-visibility,medium-visibility,large-visibility” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″ last=”true” border_position=”all” first=”false”][fusion_title title_type=”text” loop_animation=”once” rotation_effect=”bounceIn” display_time=”1200″ highlight_effect=”circle” highlight_width=”9″ highlight_top_margin=”0″ title_link=”off” link_target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” content_align=”left” size=”6″ text_color=”var(–awb-color1)” text_shadow=”no” text_shadow_blur=”0″ text_stroke=”no” text_stroke_size=”1″ text_overflow=”none” gradient_font=”no” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ style_type=”default” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]

Autonomous

[/fusion_title][fusion_checklist type=”icons” circlecolor=”var(–awb-color6)” textcolor=”var(–awb-color1)” hide_on_mobile=”small-visibility,medium-visibility,large-visibility”][fusion_li_item]Machine Learning for Automobiles (ECE)[/fusion_li_item][fusion_li_item]Digital Image Processing and Computer Vision for Self-Driving Cars (ECE)[/fusion_li_item][fusion_li_item]State Estimation and Localization of self-driving cars (ECE)[/fusion_li_item][fusion_li_item]Motion Planning for Self-Driving Cars (ECE)[/fusion_li_item][fusion_li_item]Safety and Standards in Autonomous Electric Vehicles (ECE)[/fusion_li_item][/fusion_checklist][/fusion_builder_column][fusion_builder_column type=”1_2″ layout=”1_2″ align_self=”auto” content_layout=”column” align_content=”flex-start” valign_content=”flex-start” content_wrap=”wrap” center_content=”no” column_tag=”div” target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” order_medium=”0″ order_small=”0″ hover_type=”none” border_style=”solid” box_shadow=”no” box_shadow_blur=”0″ box_shadow_spread=”0″ background_type=”single” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ lazy_load=”none” background_position=”left top” background_repeat=”no-repeat” background_blend_mode=”none” sticky=”off” sticky_devices=”small-visibility,medium-visibility,large-visibility” absolute=”off” filter_type=”regular” filter_hover_element=”self” filter_hue=”0″ filter_saturation=”100″ filter_brightness=”100″ filter_contrast=”100″ filter_invert=”0″ filter_sepia=”0″ filter_opacity=”100″ filter_blur=”0″ filter_hue_hover=”0″ filter_saturation_hover=”100″ filter_brightness_hover=”100″ filter_contrast_hover=”100″ filter_invert_hover=”0″ filter_sepia_hover=”0″ filter_opacity_hover=”100″ filter_blur_hover=”0″ transform_type=”regular” transform_hover_element=”self” transform_scale_x=”1″ transform_scale_y=”1″ transform_translate_x=”0″ transform_translate_y=”0″ transform_rotate=”0″ transform_skew_x=”0″ transform_skew_y=”0″ transform_scale_x_hover=”1″ transform_scale_y_hover=”1″ transform_translate_x_hover=”0″ transform_translate_y_hover=”0″ transform_rotate_hover=”0″ transform_skew_x_hover=”0″ transform_skew_y_hover=”0″ transition_duration=”300″ transition_easing=”ease” scroll_motion_devices=”small-visibility,medium-visibility,large-visibility” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″ last=”false” border_position=”all” first=”true”][fusion_title title_type=”text” loop_animation=”once” rotation_effect=”bounceIn” display_time=”1200″ highlight_effect=”circle” highlight_width=”9″ highlight_top_margin=”0″ title_link=”off” link_target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” content_align=”left” size=”6″ text_color=”var(–awb-color1)” text_shadow=”no” text_shadow_blur=”0″ text_stroke=”no” text_stroke_size=”1″ text_overflow=”none” gradient_font=”no” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ style_type=”default” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″]

Laboratory Facilities

[/fusion_title][fusion_checklist type=”icons” circlecolor=”var(–awb-color6)” textcolor=”var(–awb-color1)” hide_on_mobile=”small-visibility,medium-visibility,large-visibility”][fusion_li_item]Robots: Industrial, Mobile, Legged robots, Drones[/fusion_li_item][fusion_li_item]Haptics, Exo-Suit[/fusion_li_item][fusion_li_item]Embedded systems and PLC[/fusion_li_item][fusion_li_item]Pneumatic and Electro-pneumatic control systems[/fusion_li_item][/fusion_checklist][/fusion_builder_column][fusion_builder_column type=”1_2″ layout=”1_2″ align_self=”auto” content_layout=”column” align_content=”flex-start” valign_content=”flex-start” content_wrap=”wrap” center_content=”no” column_tag=”div” target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” order_medium=”0″ order_small=”0″ hover_type=”none” border_style=”solid” box_shadow=”no” box_shadow_blur=”0″ box_shadow_spread=”0″ background_type=”single” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ lazy_load=”none” background_position=”left top” background_repeat=”no-repeat” background_blend_mode=”none” sticky=”off” sticky_devices=”small-visibility,medium-visibility,large-visibility” absolute=”off” filter_type=”regular” filter_hover_element=”self” filter_hue=”0″ filter_saturation=”100″ filter_brightness=”100″ filter_contrast=”100″ filter_invert=”0″ filter_sepia=”0″ filter_opacity=”100″ filter_blur=”0″ filter_hue_hover=”0″ filter_saturation_hover=”100″ filter_brightness_hover=”100″ filter_contrast_hover=”100″ filter_invert_hover=”0″ filter_sepia_hover=”0″ filter_opacity_hover=”100″ filter_blur_hover=”0″ transform_type=”regular” transform_hover_element=”self” transform_scale_x=”1″ transform_scale_y=”1″ transform_translate_x=”0″ transform_translate_y=”0″ transform_rotate=”0″ transform_skew_x=”0″ transform_skew_y=”0″ transform_scale_x_hover=”1″ transform_scale_y_hover=”1″ transform_translate_x_hover=”0″ transform_translate_y_hover=”0″ transform_rotate_hover=”0″ transform_skew_x_hover=”0″ transform_skew_y_hover=”0″ transition_duration=”300″ transition_easing=”ease” scroll_motion_devices=”small-visibility,medium-visibility,large-visibility” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″ last=”true” border_position=”all” first=”false”][fusion_title title_type=”text” loop_animation=”once” rotation_effect=”bounceIn” display_time=”1200″ highlight_effect=”circle” highlight_width=”9″ highlight_top_margin=”0″ title_link=”off” link_target=”_self” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” sticky_display=”normal,sticky” content_align=”left” size=”6″ text_color=”var(–awb-color1)” text_shadow=”no” text_shadow_blur=”0″ text_stroke=”no” text_stroke_size=”1″ text_overflow=”none” gradient_font=”no” gradient_start_position=”0″ gradient_end_position=”100″ gradient_type=”linear” radial_direction=”center center” linear_angle=”180″ style_type=”default” animation_direction=”left” animation_speed=”0.3″ animation_delay=”0″ /][fusion_checklist type=”icons” circlecolor=”var(–awb-color6)” textcolor=”var(–awb-color1)” hide_on_mobile=”small-visibility,medium-visibility,large-visibility”][fusion_li_item]Measurement instrumentation lab[/fusion_li_item][fusion_li_item]Robotics and hardware interface lab[/fusion_li_item][fusion_li_item]Software: ABB Robot studio, ROS, OpenCV, Matlab, Simulink[/fusion_li_item][/fusion_checklist][/fusion_builder_column][/fusion_builder_row][/fusion_builder_container]

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