HPA01142PWR

High-performance adaptive operation application field and working principle is a technique for adaptive control of systems in which the parameters of control actions are adaptively adjusted according to the input signals and the outputs of the system. HPA01142PWR is an application field developed by the HPA research group at the University of Southampton in the United Kingdom in collaboration with DMT. It is a distributed and modular real-time control system for large-scale and complex dynamical systems with uncertainty and nonlinearities.The concept of high-performance adaptive operation is based on the idea of adaptive control, which is the process of creating a controller that can adapt itself to the changing environment over time. The main objective is to improve the performance of the system given the uncertain conditions. This is achieved by making distributed decisions and by adaptively adjusting the parameters of the control loops and inputs, according to the changing environment and input signals.HPA01142PWR specifically applies the high-performance adaptive operation technique to a range of industrial process applications such as power plants, petrochemical processes and paper mills. The system is designed to be able to quickly and intelligently identify novel variations in the data and to act on them. The system is able to learn from its previous experience and adapt to changing conditions.The system has several components, all of which work together to provide the high-performance adaptive operational control. The system is composed of the Local Controller, External Adaptor, Machine Learning Platform, and Pattern Recognition System.The Local Controller is the component responsible for the control of the process. The external adaptor is responsible for providing the external inputs to the system, such as measurements from the process sensors, and converting them into a form which is readable by the Local Controller. The Machine Learning Platform is the component which allows the system to learn from its previous experiences, and it is capable of utilizing the data from the past to make an informed decision for the current situation. Lastly, the Pattern Recognition System is the component which provides the intelligence in the system and the ability to recognize new patterns and variations in the data.All these components work together to provide the high-performance adaptive operation. The local controller reads the input signals from the external adaptor and makes the necessary adjustments to the control loops and inputs based on the data read. The Machine Learning Platform then takes the data and uses it to create an adaptive controller which is able to recognize new patterns and can make the necessary adjustments in order to maintain the desired performance. Lastly, the Pattern Recognition System verifies the decisions made by the adaptive controller and further adjusts the control loops and inputs according to the new patterns.These components work together in an iterative process to ensure the highest possible performance from the system. The system is able to quickly adjust and maintain the desired performance level, and is therefore ideal for industrial processes.

HPA02141EYFFR	Texas Instru...	0.27 $	1000	IC SWITCH SPDT 70 MOHM 16...
HPA02141ERTER	Texas Instru...	0.27 $	1000	AUTONOMOUS AUDIO HEADSET ...
HPA01077AYFFR	Texas Instru...	0.92 $	1000	IC BATT MGMT 20DSBGABatte...
HPA01025YZFR	Texas Instru...	1.64 $	1000	IC BATT FUEL GAUGE LIION ...
HPA00742DBTR	Texas Instru...	3.16 $	1000	IC BATT MGMT SBS 20TSSOPB...
HPA02135DBTR	Texas Instru...	3.31 $	1000	IC POWER MANAGEMENT TSSOP...
HPA01025YZFT	Texas Instru...	0.0 $	1000	IC BATT FUEL GAUGE LIION ...
HPA01054DAPR	Texas Instru...	1.23 $	1000	IC LED DRIVER LIN DIM 32H...
HPA00406PWR	Texas Instru...	1.74 $	1000	IC CLOCK GEN LVCMOS 20TSS...
HPA00013PWR	Texas Instru...	5.05 $	1000	IC PLL CLOCK DRIVER 24TSS...
HPA00822DRVR	Texas Instru...	0.48 $	1000	IC CONV 1A STEP-DOWN 6SON...
HPA00695DRVR	Texas Instru...	0.48 $	1000	IC REG 1A STEP-DOWN 6WSON...
HPA02256RHLR	Texas Instru...	0.78 $	1000	IC REG BUCK ADJ 5A SYNC 1...
HPA02269RSAR	Texas Instru...	0.94 $	1000	IC REG BOOST ADJ 4A SYNC ...
HPA02197IRHBR	Texas Instru...	--	1000	IC STEREO AUDIO CODEC 32V...
HPA02151IRHBR	Texas Instru...	--	1000	IC STEREO AUDIO CODEC 32V...
HPA02255ZRQR	Texas Instru...	0.97 $	1000	STAND-ALONE USB TRANSCEIV...
HPA00669PWPR	Texas Instru...	0.97 $	1000	16 CHANNEL LED DRIVER WIT...
HPA02239RUKR	Texas Instru...	0.97 $	1000	DUAL SYNCHRONOUS, STEP-DO...
HPA01043PWPR	Texas Instru...	0.97 $	1000	HIGH POWER AND EFFIENCY I...
HPA01124PWPR	Texas Instru...	0.97 $	1000	HIGH-POWER/HIGH-EFFICIENC...
HPA00776PWPR	Texas Instru...	0.97 $	1000	HIGH POWER AND EFFIENCY I...
HPA00716DR	Texas Instru...	0.97 $	1000	N+1 AND ORING POWER RAIL ...
HPA00716PWR	Texas Instru...	0.97 $	1000	N+1 AND ORING POWER RAIL ...
HPA00375PWPR	Texas Instru...	0.97 $	1000	RF TRANSCEIVER
HPA02254YZFR	Texas Instru...	--	1000	SYSTEM-SIDE IMPEDANCE TRA...
HPA00771PWR	Texas Instru...	0.99 $	1000	IC CLOCK DRIVER 3.3V PLL ...
HPA01197RGER	Texas Instru...	1.02 $	1000	HIGHLY INTEGRATED SWITCH ...
HPA00651DR	Texas Instru...	1.04 $	1000	DUAL PHASE TRANSITION MOD...
HPA00721DR	Texas Instru...	1.04 $	1000	DUAL PHASE TRANSITION MOD...
HPA00722DSCR	Texas Instru...	1.05 $	1000	SINGLE CONTROLLER FOR POW...
HPA00835RTER	Texas Instru...	1.05 $	1000	SYNCHRONOUS STEP DOWN SWI...
HPA01065DRZR	Texas Instru...	1.2 $	1000	IC BATTERY FUEL GAUGE 12S...
HPA01217DRZR	Texas Instru...	1.2 $	1000	IC BATTERY FUEL GAUGE 12S...
HPA02148DRZR	Texas Instru...	1.2 $	1000	IC BATTERY FUEL GAUGE 12S...
HPA00892DWPR	Texas Instru...	1.23 $	1000	IC AMP AUDIO CLASS AB 20S...
HPA02316MDCAR	Texas Instru...	1.23 $	1000	DIGITAL AUDIO POWER AMPLI...
HPA01113AIRGVR	Texas Instru...	--	1000	HIGH-EFFICIENCY SYNCHRONO...
HPA01186RGER	Texas Instru...	1.23 $	1000	HIGHLY INTEGRATED SWITCH ...
HPA02150RGER	Texas Instru...	1.23 $	1000	HIGHLY INTEGREATED BATTER...