![PID Control Using Recurrent Neural Networks for Robotic Manipulators [Technical]](/o/adaptive-media/image/7881964/small-576/robot-2301646_1280.jpg?t=1772462407666)
©2026 Automation.com, a subsidiary of the International Society of Automation.
-
ISA provides technical resources and standards to help industrial automation professionals advance their careers and the field. We enable automation professionals worldwide to solve problems and enhance their skills by bringing people together to create new technologies and share best practices with future automation professionals.-
ISA Resources
-
Upcoming Events
-
Industry Insights
-
Consortia
-
Articles and News
2,810 Results Found
-
Kistler Group announces opening of Shanghai office
The building strengthens the Swiss corporation's presence on the Chinese market, enabling it to offer products and services from one single source to local customers in the future. -
How to Overcome the Challenges of Distillation Column Analysis
Advanced process simulation empowers engineers with greater insight into key processes and enables faster problem solving for distillation column analysis. -
Indegy announces integration of Cybersecurity Suite with IBM’s QRadar Security Intelligence Platform
The integration between its Indegy Industrial Cybersecurity Suite and IBM’s QRadar Security Intelligence Platform i designed to bridge the visibility gap between enterprise information technology (IT) environments and industrial, operational technology (OT) environments. -
Cybersecurity and Physical Safety
By Nick Boughton, Boulting Technology As entire systems have become electronic and software-based, safety and security must also be delivered digitally. This article explains how cybersecurity vulnerabilities can diminish physical safety -
Epsilon announces Colin Whitbread as Managing Director
Whitbread will lead the global technology, service and operations teams from Epsilon’s London office. He will be responsible for driving the transformation of the company’s technology innovation and delivering new levels of customer experience for the global business. -
Rockwell Automation helps Midwest Farmers Cooperative enhance distributed control systems
MFC worked with system integrator Wachter Inc. to design an automated facility, based on the PlantPAx distributed control system (DCS) from Rockwell Automation. -
What Are the Benefits and Limitations of Multivariable Control?
Automated multivariable control needs to be a core competency in the process industries. An updated picture of the multivariable control landscape will help to regain forward progress. -
Bill’s Top 10 Automation & Control Trends for 2019 – Accelerating Change & Reaching the Tipping Point
The pace of technological change in the automation industry seems to be accelerating as we head into 2019, driven by innovations developed for Internet of Things and general computing. -
Kaspersky announces patch of seven vulnerabilities in Moxa’s ThingsPro Suite
Kaspersky Lab Industrial Control Systems Cyber Emergency Response Team (ICS CERT) experts have identified and patched seven previously unknown vulnerabilities in Moxa’s ThingsPro Suite. -
A Brave New World of Industrial Automation, Robotics and Taxes
By Stephen Hayes, Beckhoff Automation One of the key economic concepts for government to iron out before IDT can deliver performance, is the contributory capacity that robots, automation and AI fulfil in the overall economy. -
Exploring the Virtual Plant
By Nick Boughton, Boulting Technology Every plant has its unique lifecycle, which sees both equipment and employees evolve over time. This article explains the concept of virtual commissioning and its benefits when installing new plant equipment. -
Hannover Fairs USA names Ed Nichols as vice president of events
Nichols will manage the commercial vehicle show portfolio, which currently includes the North American Commercial Vehicle Show (NACV Show 2019). He also will develop new North American events in the fire and safety segment of the company’s portfolio of INTERSCHUTZ exhibitions & conferences. -
Selecting the Best Control System for Automation Applications
Many factors come into play when selecting a new or upgraded control system, with careful consideration of each resulting in the best outcome. -
AutoQuiz: What Is the Minimum Course of Action to Take Before Replacing Damaged Wiring?
All circuits to be worked on should be tested with a multi-meter prior to performing work to ensure that no voltage or current is present. -
CyberX announces patent for ICS Threat Monitoring Analytics
The patent covers analytics for detecting anomalous behavior in ICS networks incorporating specialized ICS protocols such as Modbus and DNP3, and specialized ICS devices such as Programmable Logic Controllers (PLCs) and Human Machine Interfaces (HMIs). -
AutomationDirect announces free online PLC training
Due to the high demand and requests for training in the field of industrial automation, AutomationDirect is now offering unlimited access to selected Interconnecting Automation training series for anyone interested in learning about industrial controllers. -
Rockwell Automation helps Arkansas Steel enhance manufacturing intelligence
While updating the plant’s control layer, IT teams at Arkansas Steel began considering additional opportunities to improve operations. What they found was an issue with workforce utilization: Operators’ attention was divided between the process of creating tie plates and handling data. -
![PID Control Using Recurrent Neural Networks for Robotic Manipulators [Technical]](/documents/d/acom/robot-2301646_1280.jpg)
PID Control Using Recurrent Neural Networks for Robotic Manipulators [Technical]
The performance of conventional PID controllers in robotics falls short in applications which are nonlinear and uncertain. Almost all industrial processes are nonlinear and uncertain. -
HEIDENHAIN announces training partnership with Community College of Denver’s (CCD) Advanced Manufacturing Center
To become a HEIDENHAIN ATP, CCD staff completed several rounds of advanced training on the 5-Axis HEIDENHAIN TNC machine controls and successfully passed an extensive exam. -
Collaborative Robots Fill Gaps in Traditional Industrial Automation Processes
Smart, flexible robots allow manufacturers to shift to market demands far more quickly and efficiently and without advanced programming.