177results about How to "Improve equipment utilization" patented technology

The invention discloses a coal mining intelligent scheduling method based on an artificial intelligence platform. The method comprises the following steps: S1, constructing a data set; s2, preprocessing the data set; s3, analyzing the preprocessed data set to generate an analysis result; s4, based on an analysis result, constructing and training a prediction model by adopting a variational auto-encoder and a graph neural network; s5, multi-agent deep reinforcement learning is adopted, a hybrid expert model and a distributed depth deterministic strategy gradient are combined, and an optimization model is constructed and trained; s6, predicting the fault of the equipment by using the prediction model, generating a prediction result, performing early warning in advance, and taking measures; s7, dynamically adjusting a production plan by using the optimization model according to the prediction result and the real-time data, performing resource scheduling, and optimizing resource allocation; and S8, establishing a feedback mechanism, collecting feedback information, and optimizing and improving a resource scheduling strategy. According to the invention, efficient intelligent scheduling is realized by using big data analysis, deep learning and a multi-agent system.

The invention relates to the technical field of computer data management, and discloses a data management method and system capable of reducing computing power occupancy, and the method comprises the steps: S1, based on data distribution analysis, employing a sparse representation algorithm and a principal component analysis method, carrying out the operation elimination of the redundancy of high-dimensional data features through setting an L1 regularization constraint condition, and obtaining an L1 regularization constraint condition; decomposing the data correlation matrix in combination with a matrix operation mode, extracting feature vectors with top-ranked contribution values, and converting the feature vectors into a sparse low-dimensional matrix; and generating a sparse low-dimensional data matrix. Through combination of sparse representation and principal component analysis, L1 regularization is creatively applied to perform feature screening on high-dimensional data, redundant data items are removed, and principal component features with high correlation are extracted, so that the data dimension is effectively reduced, consumption of computing resources is reduced, and meanwhile, main information features of the data are reserved; the efficiency and accuracy of subsequent processing are improved, and distributed scheduling of tasks and efficient utilization of equipment computing power are realized.

The invention relates to the technical field of equipment state evaluation, in particular to an evaluation method and system for the health state of offshore operation equipment. The method comprises the following steps: acquiring component data of offshore operation equipment; performing initial life marking on the data of the offshore operation equipment component to generate initial life marking data of the offshore operation equipment component; performing real-time operation data acquisition on the data of the offshore operation equipment component to generate real-time operation data of the offshore operation equipment component; performing component division on the real-time operation data of the components of the offshore operation equipment based on the components of the initial life mark data to generate novel component operation data and old component operation data; performing environment change influence analysis on the operation data of the novel part to generate an external change influence factor of the novel part. According to the invention, through multi-dimensional data acquisition, environment and electrical influence analysis, fatigue damage assessment and intelligent prediction, the accuracy of health state assessment of the offshore operation equipment is improved.

The invention provides a semiconductor manufacturing Q-time control method based on deep reinforcement learning, and relates to the technical field of semiconductors, and the method comprises the steps: obtaining technological parameters, an equipment state, inter-process waiting time and batch information, inputting the information into a deep reinforcement learning model based on a dual deep neural network, calculating a Q-time violation risk degree, and selecting a scheduling action; the model is trained by adopting a comprehensive reward function including Q-time violation punishment, production efficiency reward, equipment utilization rate reward and batch balance reward; and finally, a multi-target optimization decision module comprehensively considers productivity maximization and Q-time violation minimization to generate a scheduling instruction according to the real-time monitoring data and the selected scheduling action, and dynamically adjusts process arrangement.

The invention belongs to the technical field of berth distribution, and discloses a dry bulk cargo wharf berth distribution and ship loader combined dispatching system based on self-adaptive MOEAD. The invention provides a dry bulk cargo wharf berth allocation and ship loader combined dispatching system based on self-adaptive MOEAD. The system comprises an input module, an algorithm module, a berth allocation module, a loading and unloading dispatching module, a notification module, a control module, a loading and unloading operation module and a port leaving module. The input module is connected with the scheduling module and is used for inputting a ship plan table; the scheduling module is connected with the berth distribution module and the loading and unloading scheduling module and is used for scheduling through a scheduling algorithm; the berth distribution module is connected with the notification module and is used for carrying out berth distribution on the ship; and the loading and unloading scheduling module is connected with the control module and used for scheduling loading and unloading equipment. The operation efficiency of port loading and unloading is improved. The energy consumption of port loading and unloading equipment is reduced; the algorithm is high in convergence speed and has good convergence and distribution.

The invention discloses a coordinated operation optimization scheduling method and system based on wind-solar-storage complementary combined hydrogen production. Acquiring and processing operation data of the new energy power system to obtain wind and light output characteristics; establishing a source-load coordinated operation scheduling model of the electro-hydrogen system based on complementary characteristics of electro-hydrogen loads by combining wind and light output characteristics and an electrolytic cell adjusting range; a particle swarm optimization scheduling method is adopted for the source-load coordinated operation scheduling model of the electro-hydrogen system to find an optimal scheduling scheme; and calculating the new energy consumption rate and the equipment utilization rate of the optimal scheduling scheme, and completing the power system optimization scheduling based on the demand side response. Supply and demand balance of the electro-hydrogen system can be achieved, abandoned wind and abandoned light are reduced, the new energy consumption rate and the equipment utilization rate are improved, efficient scheduling is achieved, and the method has wide application prospects and use value.

The utility model provides a multi-station adsorbing, overturning and transferring mechanism which comprises an overturning module used for overturning flaky materials to be processed; the linear transferring module is used for conveying away the to-be-processed sheet materials overturned by the overturning module; a to-be-machined sheet material is placed on the overturning adsorption block to be overturned by 180 degrees, the lifting air cylinder drives the first support to descend, the overturning adsorption block and the transferring platform below the overturning adsorption block are buckled with each other, and a second air hole of the transferring platform sucks air to fix the to-be-machined sheet material to the transferring platform to be carried away by the linear transferring module. According to the utility model, the to-be-processed flaky materials can be continuously and quickly overturned and transferred among a plurality of stations; a to-be-processed material is adsorbed through a first air hole of an overturning adsorption block, and a transferring platform and a second air hole of a linear transferring module are matched, so that the material is ensured to be stably fixed in the overturning and transferring processes; the position of the transfer platform can be accurately controlled through the positioning sensor, and it is ensured that the overturned materials are accurately transferred to the next station.

The engine degradation trend extraction method based on the fault gene solves the problems that an existing rotating machine degradation trend extraction method is cross in fitting, low in prediction accuracy, low in speed and incapable of meeting the prediction lead, and the engine degradation trend extraction method based on the fault gene is provided. Based on a fault gene technology, root causes and characteristics of potential faults are analyzed, a trend prediction method and a fault model are deeply combined, and a deeper reference basis is provided for trend prediction; according to the invention, through two groups of signal processing methods, feature information in fault signals is comprehensively captured, and the identification and analysis capability of different fault modes is improved. According to the method, a set of trend model identification criteria is provided and comprises a standardized process of data acquisition and processing, an index system of model evaluation and verification and a strategy of model updating and optimization, so that the system can identify and match the trend model more effectively, and the efficiency and reliability of trend model establishment are comprehensively improved.

The invention discloses a digital loading and unloading control system for port logistics containers, and relates to the related field of transportation devices, and the system comprises the steps: reading the transportation information of a target cargo ship, predicting the arrival time, and determining a predicted arrival node. And based on the predicted arrival node, the loading layout and the cargo list, performing simulation in the port loading and unloading twin platform, and determining an unloading equipment demand set. And calling the equipment resource library to carry out idle equipment matching, and generating a first unloading equipment matching scheme. A remaining device demand set is determined, a job end node is predicted, and a plurality of predicted end node sets are determined. And outputting a second unloading equipment matching scheme by taking the condition that the predicted end node is earlier than the predicted demand node as a limit. And unloading operation is executed based on the first or second unloading equipment matching scheme. The technical problems that in the prior art, port container loading and unloading operation is difficult to adapt to dynamically-changing logistics requirements, operation efficiency is low, the equipment utilization rate is low, and port operation efficiency is difficult to improve are solved.

The invention provides a smoke dust filter bag, and relates to the technical field of filter bags, the smoke dust filter bag comprises a plurality of internal rods installed on the inner side of a framework at equal intervals, each internal rod is symmetrically and rotatably provided with a rotating sleeve, the internal rods are coaxially and fixedly provided with a middle ring, the upper end and the lower end of the middle ring are respectively provided with a bidirectional spring, and the two ends of the middle ring are provided with two-way springs. The two-way springs are connected to the upper rotating sleeve and the lower rotating sleeve respectively, each rotating sleeve is provided with a folded plate, and the inner rod is slidably connected with one-way wheels. In the design aspect of a dust removal mechanism, a convenient dust removal system is adopted, and through ingenious cooperation of the inner rod and the rotating sleeves and combination of an energy storage mechanism of the two-way springs, the dust removal efficiency is improved; the impact dust removal device is formed, when it is detected that the filtering pressure is reduced, the dust removal process can be triggered by increasing the air inlet pressure without shutdown, the continuous operation capacity of equipment is effectively improved, and the uniformity and reliability of the dust removal effect are ensured through the symmetrical design of the impact heads and a synchronous impact mechanism.

The utility model provides a temperature adjusting device of a chip testing jig and chip testing equipment, and relates to the technical field of jig temperature adjustment, the testing jig in the temperature adjusting device is provided with an air inlet, an air outlet and a first air channel, and a vortex tube is provided with a cold air outlet end communicated with the air inlet of the testing jig. The vortex tube is controlled to be opened and generate cold air, the cold air is sequentially transmitted to the air inlet, the first air channel and the air outlet through the cold air outlet end, the heating piece is arranged on the testing jig, and the switch assembly is connected with the vortex tube and the heating piece and is controlled to be opened and closed so as to control opening and closing of the vortex tube and the heating piece. According to the utility model, the vortex tube is additionally arranged, and the first air channel is arranged in the test fixture to be matched with the vortex tube, so that the test fixture is cooled, the surface temperature of the test fixture is not interfered, and the heating element and the vortex tube are opened and closed through the switch assembly, so that the heating and refrigerating capabilities are realized on the single test fixture.

The invention relates to an automatic plate discharging system and method, and belongs to the technical field of plate machining. The system comprises a raw material area, a feeding area, a code printing area, a cutting area, a cache area and a sorting area, plate transfer is achieved through a conveying roller way, an intelligent travelling crane and a connection trolley, a shot blasting machine, a cutting machine, a sanding machine and a sorting robot with a visual recognition function are arranged, and pretreatment, cutting, sanding and sorting of plates are achieved. The method comprises the steps of incoming material storage, shot blasting treatment, transferring and coding, cutting, sorting and sanding, leveling and storage and tray returning. The small-piece concentrated sorting area is independently arranged on a traditional sorting area production line, batches with more small-piece plates are transported to small-piece concentrated sorting, the production takt is increased, the production efficiency is improved, the system is further provided with a central control system to achieve total scheduling, cutting and sanding equipment is distributed according to the thickness and size of the plates, and the production efficiency is improved. And less manpower, continuity and automation of plate blanking are realized.

The utility model discloses a blade machining positioning device, and relates to the technical field of blade machining. The blade machining device comprises a workbench and further comprises a clamping part, a clamping part, a clamping part and a clamping part, and the clamping part is arranged above the workbench and used for clamping a blade needing to be machined; the adjusting part is mounted in the workbench and is used for adjusting the angles of the clamping part and the blade clamped on the clamping part; wherein the top of the adjusting part extends out of the workbench and is fixedly connected with the clamping part, the right side of the adjusting part extends out of the workbench, the clamping part comprises two positioning assemblies, and the two positioning assemblies are both installed at the top of the adjusting part. According to the blade machining and positioning device, the clamping part is arranged, so that the problem that in the using process of an existing blade machining and positioning device, a blade needing to be positioned is inconvenient to clamp, the blade is prone to displacement in the follow-up machining process, and normal machining of the blade is affected is solved.

The utility model provides side slope concrete spraying equipment which comprises a slope top moving mechanism and a slope bottom moving mechanism which are arranged on the top of a side slope and the bottom of the side slope, a guide mechanism parallel to the side slope is arranged between the slope top moving mechanism and the slope bottom moving mechanism, and a spraying mechanism capable of sliding in the height direction of the side slope is arranged on the guide mechanism. A lifting mechanism connected with the spraying mechanism is arranged on the slope top moving mechanism, a concrete spraying machine is arranged on the slope bottom moving mechanism, and the conveying end of the concrete spraying machine is connected with the spraying mechanism through a telescopic hose. The moving mechanisms are arranged at the top and the bottom of the side slope and matched with the guide mechanism parallel to the side slope, so that the spraying mechanism can stably ascend and descend along the guide mechanism, ecological concrete is accurately sprayed to the side slope, mechanization and continuity of spraying operation are effectively achieved, and the working efficiency is improved. And the phenomena of concrete dispersion and waste caused by long distance and large height in manual operation are avoided, and the spraying uniformity and the construction quality are remarkably improved.

This utility model discloses a cold-rolled steel strip cutting device, relating to the technical field of cutting equipment. The device includes a cutting box, inside which a cutting driven shaft is movably connected via bearings. A cutting blade is mounted on the top of the cutting box, a drive box is located on one side of the cutting blade, a straightening box is fixedly connected to one side of the cutting box, and an uncoiler is fixedly connected to one side of the straightening box. A grinding assembly is mounted on the top of the cutting blade. This utility model achieves online real-time blade edge maintenance by integrating a hydraulically driven grinding assembly and an atomizing cooling assembly. During equipment operation, a hydraulic cylinder pushes eleven symmetrically distributed grinding plates to synchronously grind the cutting blade in both directions, eliminating the need to stop the machine to disassemble the blade. Combined with the inclined design of the cooling groove and the spraying of atomized coolant, heat dissipation is achieved quickly, and grinding debris is absorbed. This design extends the continuous operation time of the equipment, reduces the frequency of downtime maintenance, and significantly improves production capacity and equipment utilization.

This invention discloses a large-stroke fabric storage mechanism for a drum vulcanizing machine. The fabric storage mechanism includes a fabric storage frame, an adaptive fabric storage mechanism mounted on the frame, and a winding mechanism corresponding to the output end of the adaptive fabric storage mechanism. The adaptive fabric storage mechanism includes a first roller group and a second roller group arranged opposite to each other, and a roller group moving mechanism for driving one roller group to move or driving both roller groups to move synchronously in opposite directions or relative to each other. A tension monitoring mechanism for monitoring fabric tension is provided at the input end and / or output end of the adaptive fabric storage mechanism. The control system controls the roller group moving mechanism based on the data from the tension monitoring mechanism. This invention can automatically adjust the distance between the first and second roller groups based on tension feedback, achieving large-stroke fabric storage and constant tension control, ensuring continuous operation of the production line. Furthermore, a secondary fabric storage mechanism and a stopping mechanism can be set to meet the needs of non-stop roll changing and larger buffer capacity. It has advantages such as compact structure, high degree of automation, large fabric storage stroke, and stable product quality.

The embodiment of the invention relates to the field of wafer processing management, and discloses a wafer productivity planning method and device, a medium and a product. According to a production scheduling algorithm, performing timing scheduling on each machine device to obtain a first scheduling result, and storing the first scheduling result; according to the first scheduling result, obtaining unavailable time of each machine device, inputting the unavailable time as data of next timing scheduling into the production scheduling algorithm, and adding constraints to obtain a second scheduling result; in the next timing scheduling task, continuing to adjust the scheduling result based on the second scheduling result until a preset stop condition is met; and under the abnormal condition, adjusting the scheduled production task by adopting the order locking logic. The method and the device can be at least used for solving the problem of wafer productivity reduction caused by abnormal conditions in the production process.

This utility model discloses an expandable 3D printing device, including a frame, a cylinder transfer guide rail, and a forming cylinder. The frame is equipped with at least two forming stations, one powder cleaning station, and one part removal station. A powder cleaning station and a part removal station are provided between two adjacent forming stations. The cylinder transfer guide rail is fixedly installed on the frame. Each forming station is assigned a corresponding forming cylinder, which is movably mounted on the cylinder transfer guide rail. The forming cylinder can move back and forth along the cylinder transfer guide rail and can move to the part removal station and the powder cleaning station. This utility model has at least two forming stations, one powder cleaning station, and one part removal station installed on the frame. Two adjacent forming stations share one powder cleaning station and one part removal station, reducing the number of auxiliary equipment, lowering equipment costs, reducing equipment footprint, reducing operational complexity, and improving equipment stability.

The invention belongs to the technical field of chip testing, and particularly discloses a chip testing notch, a chip testing device and a chip testing system, and the chip testing notch, the chip testing device and the chip testing system are used for allowing a chip testing clamp to be inserted to test a chip. The test plate is arranged above the heating plate, a test station for accommodating the chip test clamp is formed between the test plate and the heating plate, and at least one reed is arranged at the position, opposite to the test station, of the test plate; wherein when the chip test fixture is placed at the test station, the reed is elastically crimped on a test contact on the upper surface of the chip test fixture. The chip test fixture can solve the problem that the probe is easy to damage when the current chip test fixture is plugged in and pulled out of the drawer, and is suitable for automatic aging test, so that the aging test efficiency is improved, and the safety and reliability of the test process are guaranteed.

The utility model discloses a double-station polishing machine based on a single-side driving clamping mechanism, which comprises a base body, two stations are arranged on a table top of the base body, a polishing main shaft is arranged between the two stations in a rotating connection mode, and polishing wheels corresponding to the two stations are arranged at two ends of the polishing main shaft. The double-station polishing machine further comprises a polishing driving device used for driving the polishing main shaft to rotate. Each station is provided with a longitudinal sliding table, a swing driving device, a swing table and a single-side driving clamping mechanism. The ball bearing polishing device is provided with the polishing wheel rotating at a high speed and can drive a ball bearing workpiece to swing while rotating, so that mechanical polishing of a ball is achieved, operation efficiency and polishing quality are improved, labor intensity of operators is relieved, and potential safety hazards are eliminated.

The invention provides an overrunning clutch capable of forbidding an overrunning function. The overrunning clutch comprises an overrunning clutch body and a sliding semi-clutch. The overrun clutch body comprises a clutch inner ring, a clutch outer ring and an overrun clutch assembly, the clutch inner ring is provided with an inner ring extending shaft section, the sliding semi-clutch is movably assembled on the inner ring extending shaft section in the direction close to or away from the clutch outer ring, and the sliding semi-clutch and the inner ring extending shaft section are fixed in the circumferential direction. First meshing teeth are fixedly arranged on the clutch outer ring, and second meshing teeth are fixedly arranged on the sliding semi-clutch. When the first meshing teeth are separated from the second meshing teeth, the overrunning clutch is in a state of starting an overrunning function; when the first meshing teeth are meshed with the second meshing teeth, the overrunning clutch is in the state of forbidding the overrunning function. A user can conveniently and flexibly start or disable the overrunning characteristic of the overrunning clutch according to needs, the complex and changeable actual requirements of a modern production line are well met, and the production efficiency and the equipment utilization rate are effectively improved.

This application relates to the field of solid waste resource utilization technology, specifically disclosing a method for synthesizing lithium iron phosphate based on sludge incineration ash through electrocoagulation-lithiation. The method involves leaching sludge incineration ash with dilute sulfuric acid to obtain a phosphate-containing acid leachate, followed by purification with a cation exchange resin to remove multivalent metal impurities. Using the purified phosphate solution as the base electrolyte, a lithium source, electrolyte, and organic carbon source are added, and the pH is adjusted. An iron plate is used as the anode and an inert electrode as the cathode for electrocoagulation. Fe²⁺ dissolved at the anode co-precipitates with PO₄³⁻ and Li⁺ in the solution to form a LiFePO₄ precursor slurry. Finally, solid-liquid separation, washing, drying, and programmed temperature sintering are performed to obtain a carbon-coated lithium iron phosphate composite material. This application has the advantage of achieving high-value utilization of sludge incineration ash.

An automatic bus duct riveting system, comprising a clamping structure, a feeding position for placing the bus duct to the clamping structure, a riveting structure and a feeding structure for conveying the riveted bus duct; the clamping structure comprises a clamping support, a rotary frame body rotatably connected with the clamping support, a plurality of rotatable bases on the rotary frame body and a clamping device on the base; the rotary frame body rotates to realize the circulation of the bus duct between the feeding position and the riveting structure, and the rotatable base rotates to adjust the riveting direction of the bus duct; the riveting structure comprises a mechanical arm, a riveting device detachably connected with the end of the mechanical arm and a grabbing device; the mechanical arm switches the working end through a quick-change device, and after riveting, the grabbing device is replaced to move the bus duct to the feeding structure. The present application solves the problems of manual handling for work position switching and secondary clamping for riveting surface switching through the clamping structure; solves the problems of riveting and sequence splitting and equipment redundancy through the riveting structure, reduces the dependence on manual operation, and improves the production efficiency and processing precision.

The utility model relates to a tire turnover machine which comprises a bottom frame. The movable roller way conveying assembly is located above the bottom frame and arranged in the tire conveying direction; the stopper is arranged at the tail end of the conveying direction of the roller way conveying assembly and is used for stopping the conveying of the tire; the overturning arm assembly is arranged perpendicular to the conveying direction of the roller way conveying assembly, can overturn and comprises two overturning arms which are arranged in parallel and can longitudinally move; the rotating shaft driving assembly is located below the overturning arm assembly and drives the overturning arm assembly to overturn; and the overturning stopping assembly is positioned at the tail end of the conveying direction of the overturning arm assembly and is used for stopping the movement of the tire. Compared with the prior art, the tire overturning device has the advantages that the tire is not limited by the diameter and the overturning weight when being overturned from the horizontal position to the vertical position, stable overturning of tires with different diameters and different weights is realized, the failure rate is low, and the tire overturning device is safe, reliable and the like.

This invention relates to the field of laser cutting equipment technology, and discloses a laser cutting device and processing technology for sheet metal used in power distribution cabinet processing. The device includes a machine platform, two longitudinal columns fixedly installed inside the machine platform, a transverse platform slidably connected between the tops of the two longitudinal columns, and a laser cutting table slidably connected outside the transverse platform. It also includes a support mechanism and an adjustment mechanism located below the laser cutting table. Through a dynamic support system composed of an arc-shaped transverse plate, deformable support bars, a lifting plate, and adjusting feet, precise avoidance of the laser cutting point is achieved. When the cutting head moves into position, the adjusting feet press down to trigger, unlocking and causing the corresponding lifting plate and its supporting unit to descend, creating penetration space for the laser beam. This structure completely avoids direct contact and energy reflection between the laser and the rigid support, eliminating the resulting recoil and vibration interference.

The invention discloses a coal sample barrel on-line cover dismounting and mounting device which comprises a support, a cover dismounting conveying line and a cover mounting conveying line which are overlapped up and down are arranged in the support, and the length of the cover dismounting conveying line is smaller than that of the cover mounting conveying line; one side of the cover dismounting conveying line is connected with a first clamping mechanism and a barrel blocking assembly, the first clamping mechanism is used for clamping a coal sample barrel in the cover dismounting process, and the barrel blocking assembly is used for controlling and positioning the coal sample barrel. The cover dismounting and mounting device is embedded into the conveying line of the coal sample barrel, seamless combination of the device and the conveying line is achieved, cover dismounting and mounting operation can be continuously carried out on the same production line, interruption and waiting in traditional operation are avoided, and the overall working efficiency is greatly improved. The process of disassembling and assembling the cover does not depend on an independent operation unit any more, but is integrated into an assembly line system, so that each link can be stably connected, and time waste is remarkably reduced.

The utility model provides an anti-collision suction nozzle device, belongs to the technical field of semiconductor packaging, and solves the problems that in the prior art, when a suction nozzle is pressed down to adsorb a semiconductor, equipment is still in conveying production, so that the suction nozzle and the equipment are rubbed, the suction nozzle is broken, and the utilization rate and the production efficiency of the equipment are influenced. The number of the supporting columns is four, the connecting rods are installed at the upper ends of the supporting columns, the number of the connecting rods is two, the first sliding rails are installed at the upper ends of the connecting rods through bolts, the sliding plate is installed on the two first sliding rails, the sliding plate slides on the two first sliding rails, and the motor is installed on the sliding plate through bolts; the third hydraulic rod is controlled to extend to enable the piston rod to press the movable seat, and when the lower end of the piston rod blocks the photoelectric sensor in the mounting groove of the movable seat, a conveying driving motor of the production line stops rotating, so that a suction nozzle can conveniently adsorb a semiconductor, the phenomenon of machine collision is avoided, the consumption of the suction nozzle is reduced, and the production efficiency is improved. The equipment utilization rate and the production efficiency are improved.

The invention provides an integrated device capable of simultaneously realizing binding line detection, binding offset inspection and particle inspection. The integrated device comprises an annular light source; the coaxial light source is arranged above the annular light source; the lens is arranged above the coaxial light source, and a first semi-transparent reflecting mirror is obliquely arranged in the lens; the first camera is arranged right above the lens, and a first optical filter is arranged between the first camera and the first half transparent and half reflecting mirror; the second camera is arranged on one side of the lens, a second optical filter is arranged between the second camera and the first semi-transparent semi-reflecting mirror, and the second optical filter and the first optical filter allow different optical wavebands to penetrate through respectively. Through the integrated design, binding line detection, binding offset detection and particle detection are completed at the same station and under the same focus tracking system, and the detection efficiency and the equipment utilization rate are remarkably improved.

A first water inlet pipe of a first titanium plate heat exchanger of the system is connected with a water taking well, a first water outlet pipe of the first titanium plate heat exchanger is connected with a first water inlet pipe of a second titanium plate heat exchanger, and a first water outlet pipe of the second titanium plate heat exchanger is connected with a recharge well. The second water outlet pipe is connected with a first water inlet pipe of a steam type lithium bromide heat pump unit, a first water outlet pipe of the steam type lithium bromide heat pump unit is connected with a second water inlet pipe of a second titanium plate type heat exchanger, and the second water inlet pipe is connected with a heat supply network water return pipe and a heat supply pipe. A second water inlet pipe of the first titanium plate type heat exchanger is connected with a heat supply network water return pipe, a second water outlet pipe is connected with a heat supply pipe, a third water outlet pipe of the steam type lithium bromide heat pump unit is connected with a drain cooler, and the first titanium plate type heat exchanger is connected with the drain cooler. And waste heat is fully recovered.

The application belongs to the technical field of workshop scheduling, and particularly discloses a kind of inconsistent batch quantity flow flexible job shop scheduling method and system, it includes: for inconsistent batch quantity flow flexible job shop scheduling problem, with sub-batch quantity as one of decision variables to construct mixed integer linear programming model;Intelligent optimization algorithm is used to solve mixed integer linear programming model iteratively, in the iteration process, in the intermediate solution generated in each iteration, select part of elite solution, fix the machine allocation of each sub-batch in elite solution and the value of processing order variable of each sub-batch on machine, with the sub-batch quantity in elite solution as optimization variable, construct batch sub-problem model;Sub-problem model is solved, so that elite solution is optimized, and the intermediate solution after processing continues to the next round of iteration.The application can efficiently solve inconsistent batch quantity flow flexible job shop scheduling problem, and realize the improvement of processing efficiency and equipment utilization.