![PID Control Using Recurrent Neural Networks for Robotic Manipulators [Technical]](/o/adaptive-media/image/7881964/small-576/robot-2301646_1280.jpg?t=1772462407666)
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AutoQuiz: What Is the Best System for Analyzing Multiple Sources of Data in an Industrial Plant or Facility?
A well-designed, integrated building automation system seamlessly integrates lighting, elevators, boilers, chillers, fire protection, generators, access control, and HVAC control systems, which may al -
Are Pipeline Leaks Deterministic or Stochastic?
Leaks occur in an inherently stochastic environment and context so there is no reason to presume there is anything deterministic about them. -
Webinar Recording: Practical Limits to Control Loop Performance
Learn the contribution of each PID mode, why reset time is orders of magnitude too small for most composition and temperature loops, and other PID controller issues. -
AutoQuiz: How to Convert a Transmitter's Current Output Signal to a Voltage Input Signal
Place a resistor across the input terminals of the controller to convert a transmitter's current output signal. -
How to Use Pattern Recognition Software to Automate the Analysis of Plant Historian Data
Predictive analytics, a relatively new dimension to analytics tools, can give valuable insights about what will happen in the future based on historical data. -
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. -
AutoQuiz: What Flow Sensor Naturally Generates a Pulsed Output to Represent Flow Rate?
Turbine meters almost universally use a magnetic pickup to determine the number of rotations of the spinning turbine element. -
What ISA Can Do for You
Learn how ISA is advancing the technical competence of everyone in the industry (both members and non-members) through publications, training, certifications, standards, and conferences. -
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. -
The Not-So-Distant Future of Industrial Automation
As SCADA, MES, and historian capabilities increased, so did the need for processing power. Process virtualization was the perfect answer. -
AutoQuiz: What Information Is Typically Included in a Loop Diagram?
Tag numbers, wire numbers and terminal numbers, and indication of the interrelation to other instrumentation loops, are the essential elements of a loop diagram. -
KPI-Based Monitoring and Fault Detection for Large-Scale Industrial Processes [technical]
Key performance indicators (KPIs) can be used to analyze large-scale industrial processes to improve operating performance. -
Is Schrödinger’s Cat Alive, Dead, or Having Kittens? How the Power of Observation Improves Accuracy and Reduces Errors in Industrial Operations
More observation improves accuracy and reduces error of all kinds in industrial and process industry applications. -
AutoQuiz: What Is the Purpose of Forward Decoupling?
A forward decoupling algorithm can be used to cancel out MIMO interactions, making more traditional control methods applicable to complex systems. -
Webinar Recording: How to Protect Critical Industrial Control Systems
Legacy industrial devices are "insecure by design" and vulnerable to interruption from cybersecurity threats or unintentional network incidents. Risk is increasing as Ethernet networking becomes more -
How to Get Started with Effective Use of OPC
OPC is a client/server protocol. The server has a list of data points (normally in a tree structure) that it provides. A client can connect to a server and pick a set of data points it wishes to use. -
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. -
![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. -
What Is the ROI on a Modern Industrial Maintenance Software?
The best way to determine potential ROI is by tracking some vital key performance indicators or KPIs.