METHOD TO RECOVER NON-RECOGNZED ERRORS IN AIRCRAFT WEIGHT DETERMINATIONS TO INCREASE WEIGHT AND CENTER OF GRAVITY LIMITATIONS FOR REGULATED AIRCRAFT
20210319455 · 2021-10-14
Inventors
Cpc classification
International classification
Abstract
A method of establishing a justification basis to Aircraft Regulatory Authorities, to allow a regulated aircraft to operate at increased maximum weight limitations, through the statistical identification of non-recognized weight errors being allowed in today's aircraft weight determination methods, with the recovery and utilization of the non-recognized weight errors to increase weight limitations through a Regulatory Authority finding of an Equivalent Level of Safety. A system for use in measuring aircraft weight and center of gravity, providing a method to reveal non-recognized weight errors. Sensors are attached to the landing gear struts, so to periodically and randomly measure and monitor aircraft weight and center of gravity.
Claims
1. A method of obtaining a change in certification weight limits of an aircraft model from a Regulatory Authority, the aircraft model comprising plural aircraft, each aircraft of the aircraft model capable of carrying a payload, the aircraft model having a first maximum weight limit, comprising the steps of: a. For an aircraft of the aircraft model near the first maximum weight limit, obtaining statistical data on the weight of the payload carried by the aircraft; b. Repeating step a) for a number of flights of aircraft of the aircraft model; c. For the same respective flights, obtaining computed data on the weight of the payload; d. For each flight, comparing the statistical data on payload weight to the computed data on payload weight and determining a weight error, e. Using the statistical weight data, the computed weight data and the weight error, obtaining certification from the Regulatory Authority for the aircraft model to operate within the amount of the weight-error and above the first maximum weight limit.
2. The method of claim 1 wherein the step of obtaining statistical data on the weight of the payload carried by the aircraft further comprises the step of using a random number generator to provide the payload weights, the random number generator using a predetermined mean and a predetermined standard deviation.
3. The method of claim 1 wherein the step of obtaining statistical data on the weight of the payload carried by the aircraft further comprises the step of measuring the actual weights of the payloads.
4. The method of claim 1 wherein the step of obtaining computed data on the weight of the payload further comprises the step of using Regulatory Authority prescribed weights in a load build up method.
5. The method of claim 1 wherein the first maximum weight limit comprises a first maximum takeoff weight limit.
6. The method of claim 1 wherein the first maximum weight limit comprises a first maximum landing weight limit.
7. The method of claim 1 wherein the first maximum weight limit comprises a first maximum zero-fuel weight limit.
8. The method of claim 1 wherein the first maximum weight limit comprises a first maximum ramp weight limit.
9. The method of claim 1 further comprising the step of determining when an aircraft of the aircraft model is near the first maximum weight limit by obtaining computed weight data for aircraft of the aircraft model.
10. A method of planning for operations of an aircraft model so that individual aircraft of the aircraft model operate within acceptable maximum weight limitations, comprising the steps of: a. Operating aircraft of the aircraft model and obtaining and using computed weights of the aircraft to operate the aircraft and ensure the aircraft is within the maximum weight limitations, the computed weights of the aircraft comprising assumptions of payload weights; b. Sampling the operations of the aircraft of the aircraft model by measuring the weight of at least some of the aircraft of the aircraft model; c. For the sampled operations, comparing the measured weights to the computed weights and determining a weight error; d. Using the weight error to modify the assumptions of payload weights and using the modified weight assumptions to determine improved computed weights of the aircraft in subsequent aircraft operations.
11. The method of claim 10 wherein the assumptions of payload weights comprises passenger weights.
12. The method of claim 10 wherein the assumptions of payload weights comprises baggage weights.
13. The method of claim 10 wherein the step of measuring the weight of at least some of the aircraft of the aircraft model further comprises the step of measuring the weight supported by landing gear of the aircraft.
14. A method of operating an aircraft, the aircraft having a first maximum take-off weight limitation based upon Regulatory Authority certification limits, comprising the steps of: a) Before dispatching the aircraft for flight operations, determining a computed weight of the aircraft, the computed weight comprising assumptions as to weights of a payload on the aircraft; b) Identifying weight error in computed payload weights of the aircraft, the computed payload weights using assumed weights for payload; c) Determining that the computed weight of the aircraft is within the first maximum take-off limitation plus the weight error; d) Dispatching the aircraft if the computed weight of the aircraft is below the sum of the first maximum take-off limitation and the weight error. periodically obtaining the measured aircraft take-off weight through a weight verification reliability program database; e) comparing the computed aircraft take-off weight to the measured aircraft take-off weight stored within the weight verification reliability program; f) identifying from the measured aircraft weight, the non-recognized weight errors allowed by the computed aircraft take-off weight; g) identifying the statistical error found in the compiled payload weight assumptions; h) based upon use of measured aircraft take-off weight, operating the aircraft at a higher, second maximum take-off weight equivalent to some portion of the statistical error in the assumptions of the non-recognized weight.
15. The method of claim 14 wherein the aircraft belongs to an aircraft model which aircraft model comprises substantially similar aircraft, further comprising the steps of: a) Sampling the operations of the aircraft of the aircraft model by measuring the weight of at least some of the aircraft of the aircraft model; b) For the sampled operations, comparing the measured weights to the computed weights and verifying that the aircraft take-off weight is below the sum of the first maximum take-off limitation and the weight error.
16. The method of claim 14 further comprising the step of using the weight error to increase corresponding aircraft center-of-gravity limitations.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0083] Although the features of this invention, which are considered to be novel, am expressed in the appended claims, further details as to preferred practices and as to the further objects and features thereof may be most readily comprehended through reference to the following description when taken in connection with the accompanying drawings, wherein:
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DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENT
[0098] The present invention provides methods to identify and quantify errors in aircraft weight determinations. Information regarding the errors is used in future aircraft operations to determine the aircraft weight with higher accuracy. Information regarding the errors is also used in future aircraft operations to allow an increase in maximum weight limitations. Such an increase in maximum weight limitations allows an aircraft to carry more payload and generate more revenue. In addition, increases in maximum weight limitations allow an aircraft to carry more fuel.
[0099] The present invention identifies errors in aircraft weight determinations by obtaining statistical data on the payloads of aircraft that are near a maximum weight limit. The statistical data is obtained from a number of actual aircraft operations that have already occurred. Examples of maximum weight limitations include maximum take-off weight and maximum landing weight.
[0100] The actual aircraft operations involve actual flights of aircraft. Such operations include dispatching the aircraft from a gate after passengers and cargo have been loaded, pushing the aircraft back from the gate, taxiing the aircraft, taking off; flying the aircraft to the next destination, landing the aircraft at the destination, taxiing the aircraft to the gate and discharging the passengers and cargo. In planning for an upcoming flight of an aircraft, an airline uses assumptions of weight of the passengers, baggage, fuel, etc. These weight assumptions are added to the weight of the empty aircraft and other items, such as food, beverage carts, etc. From this, the airline is able to determine a computed weight of the aircraft for the upcoming operation and flight. The aircraft is dispatched using the computed weight.
[0101] The present invention compares the computed weight of the actual aircraft operations to the statistical data on weight and determines the statistical error as well as the measured physical error in the weight. This weight error is then presented to the Regulatory Authority to obtain an increase in the certified maximum weight limitation. This weight error is also used by an airline to increase the accuracy of its computed weights, which computed weights are based on assumptions.
[0102] The present invention thus works within the current regulatory environment and enhances the operations of aircraft. Airlines can continue to use computed weights, based on weight assumptions, to plan future aircraft operations. Those same computed weights are used to dispatch the aircraft for operations. Airlines need not be concerned with delaying flight operations, such as gate departures, due to mismatches in weights.
[0103] Preferably, the comparison between statistical weights and computed weights occurs for aircraft that are full or near full, which is when the aircraft are at or near a maximum weight limitation. As the comparisons are performed after the flights or operations have occurred, a determination can be made that a particular aircraft operation utilizes a full or near full aircraft based upon computed weights.
[0104] The determinations are made by aircraft model because a Regulatory Authority certifies weight limitations a particular aircraft model for operation. A particular aircraft that is within that certified aircraft model is also certified. In other words, regarding weight limitations, a Regulatory Authority certifies not individual aircraft, but the aircraft within a particular aircraft model and sub-model. For example, a Boeing 737-800 is a particular 737 aircraft model with the −800 being a sub-model. Boeing has made and will make a number of aircraft that are within this aircraft model.
[0105] Payload includes passengers and baggage, whether the baggage is carried on by the passengers or checked and stowed in the cargo compartments of the aircraft. Payload also includes cargo, such as packages, mail, etc.
[0106] In the description herein, the disclosures and all other information of my earlier U.S. Pat. Nos. 5,214,586; 5,548,517; 6,128,951; 6,237,406 and 6,237,407 are incorporated by reference.
[0107] The present invention utilizes prior art methods to physically measure the weight of an aircraft as it rest on the ground. Parallel measurements of aircraft weight by independent weight sensing features allow for an increase in confidence of the physical weight measurements and further offer cross-verification for physical weight measurement system accuracy.
[0108] The present invention utilizes prior art methods to physically measure the Center of Gravity “CG” of an aircraft as it rest on the ground.
[0109] In today's airline operations, aircraft MTOW determinations are computed by a Load Build-Up Method, which processes and procedures have remained relatively un-changed for the past 50 years. The FAA has published Advisory Circular AC120-27E offering guidance for an approved method to determine the aircraft weight by “computations” which are independent of any requirement to measure of the weight of an aircraft fully loaded with passengers and/or cargo. The fully loaded weight of the aircraft is computed by a process of compiling the weights of various payload items based upon FAA “designated” average weights, for the varying elements such as passengers, carry-on baggage, checked baggage, crew weight; along with cargo weight and the weight of fuel loaded; onto a previously measured empty aircraft weight. This method of computing the aircraft weight based on the summing of the various weight elements loaded on to a pre-measured empty aircraft weight is often mentioned as the Load Build-Up Method and in this description shall continue to be referred to as the “LBUv”.
[0110] The FAA's AC 120-27E designated weight assumptions/allocations for airline passengers and baggage are:
TABLE-US-00002 Average passenger weight - summer 190.0 lb. Average passenger weight - winter 195.0 lb. Average bag weight 28.9 lb. Average heavy bag weight 58.7 lb.
[0111] On the actual day of a flight, typically two hours prior to the departure of that flight, the flight's automated load planning program will be transferred to the desktop computer display of one of the airline's Flight Dispatchers. It is the responsibility of the Flight Dispatcher to then monitor the planned load of that flight as passengers check-in at the gate. The number of passengers and allocations for checked bags are input to the load-planning program. Typically this process goes without interruption and the aircraft will dispatch on schedule, as planned. As the door of the aircraft is closed and the load-plan is closed-out by the Flight Dispatcher, the “planned load” will always match the “departure load” as submitted to the FAA; because both are based on the same compilation of weight assumptions used in determining the LBUM. Many if not most airlines currently dispatch their aircraft under FAA approved LBUM procedures; a method which helps to keep the airlines on schedule.
[0112] Throughout the description herein, examples will be shown for calculations to determine aircraft take-off weight, being a weight that must never exceed the aircraft's certified Maximum Take-Off Weight (“MTOW”) limitations. Other aircraft weight limitations including MLW and MZFW are computed using a derivative the LBUM. Calculation of the “planned landing weight” is determined by subtracting the weight of the fuel, which is planned to be consumed during the flight from the determined aircraft take-off weight. Calculation of the zero-fuel weight is determined by subtracting the weight of the fuel within all fuel tanks, as indicated by the aircraft's fuel indicators, from the determined aircraft take-off weight.
[0113] Systems and/or components used and installed on Regulated aircraft are conformed and certified by the FAA and other Regulatory Authorities and typically have “design standards” which are stringent up to a factor of 10.sup.−9 and used in qualification. Ten to the minus 9.sup.th (“10.sup.−9”) is the term typically used and has the equivalent of the odds for a failure of no more than one in one billion (1 in 1,000,000,000). When considering the chances or odds of an airline having non-recognized errors in their methods and procedures for determining aircraft take-off weight fall well below the 10.sup.9 standards.
[0114] With many daily departures and the associated chances for some type of failure within the airline's LBUM system for determining aircraft weight, the illustration utilized (shown in
thus the example (shown in
[0116] The examples shown (in
[0117] Use of a random number generation tool is one way to obtain statistical weight data. Other methods of obtaining statistical data can be used. For example, taking actual measurements of a sample population of airline passengers could be used. Still another way to obtain statistical data, as discussed below, is to obtain actual weight measurements from a sample of loaded aircraft.
[0118] An aircraft is typically supported by plural landing gear struts. In many if not most cases, aircraft are supported by three landing gear struts. Each landing gear strut is designed much like, and incorporates many of the features of a typical telescopic shock absorber. The shock absorber of the landing gear strut comprises internal fluids, of both hydraulic oil and compressed gas. More simply said . . . “the weight of an aircraft rests on three pockets of compressed gas.”
[0119] As a point of clarification, throughout this description the use of the word “weight” can often be substituted with the use of the word “load” in that some airline operations will seek to avoid any possibility to allow the LBUM determined “take-off weight” of their aircraft be measured; thus referring to loads being applied onto the landing gear struts are often preferred.
[0120] The invention herein described will have some portion of all aircraft take-off weights measured as part of the defined processes and procedures to allow for an increase in the MTOW, MLW and MZFW limitations; while those airlines not wanting weight determination but instead desire only relief of CG curtailments will use the determination of “load distribution” features of this invention, without the continued calculations to determine the amount of measured aircraft weight supported.
[0121] The average population weight has been documented as becoming heavier year-after-year. For this reason, filled aircraft will (if measured) have a heavier measured weight than the weight computed by population weight data determined in the current FAA/AC120-27E, issued Jun. 10, 2005; which is in use today. Airlines throughout the United States are using this stale weight data in the current 28,537 aircraft dispatches per day.
[0122] By measurement of just the loads applied to each landing gear strut and thus transferred as pressure within each landing gear strut, with the further comparison of the load distribution between the combined main landing gear to that of the nose landing gear, the aircraft CG is established, without measuring the weight of the aircraft.
[0123] The weight of the aircraft supported by the above mentioned pockets of compressed gas is transferred down the landing gear strut to the landing gear axles, which bear the load and are supported by the landing gear tires. As weight is added to the aircraft, the axles will bend and deflect with the addition of more load. As an alternate means of determining aircraft weight, the bending/deflection of the aircraft landing gear axles can be monitored and measured with such axle deflection being directly proportional to the additional amount of weight added. The deflection of the landing gear axles represent the same load as supported by the pockets on compressed gas, thus both provide methods of determining aircraft weight, which may run parallel.
[0124] This invention provides methods of identifying, defining and illustrating a means of justification, for aviation Regulatory Authorities to allow for increases to the weight limitations for Regulated aircraft. The methods described herein develop various strategies including the building of a “justification basis” for increases to MRampW, MTOW, MLW and MZFW limitations; to higher weight limitations, which approved increased weight amounts are less than the amount of non-recognized weight errors in existing operations using the FAA approved guidance of AC120-27E.
[0125] Use of prior art aircraft weighing systems are implemented into a Regulatory Authority approved schedule to periodically make aircraft take-off weight measurements, along with unique methods and procedures for the review, analysis and documentation of non-recognizes weight errors, currently allowed in LBUM procedures; which will provide the necessary evidence for Regulatory Authorities' granting weight increases in amounts not exceeding the non-recognized weight errors being allowed today, through a Regulatory Authority's finding of an Equivalent Level Of Safety.
[0126] The methods of this new invention further develop strategies for new requirements, for implementation of operational procedures to assure Regulatory Authorities; that allowing the increase in MRampW, MTOW, MLW, and MZFW limitations for Regulated aircraft, will offer an Equivalent Level Of Safety, as an alternative means of Regulatory Compliance.
[0127] Regulatory Authorities do not require airlines to weigh aircraft to determine aircraft take-off weight, as a means to confirm aircraft weight limitations have not been exceeded. The procedures implemented in this invention for a defined schedule of pre-take-off aircraft weighings, facilitate the development of a new category of “reliability program” implemented to assure Regulatory Authorities that any increase in aircraft weight limitations shall not be abused nor exceed the non-recognized weight errors currently being allowed. Such periodic fully loaded aircraft take-off weighings will create a Superior Level of Safety, to that of aircraft currently operating with un-measured weights, which un-measured weights allow even further exceedance, beyond of certified weight limitations.
[0128] The present invention offers apparatus and methods utilizing a variety of sensors for collecting landing gear load data to continually update a variety of interrelated computer software programs, creating a more advanced aircraft weight measuring system.
[0129] To summarize this system, apparatus and methods used for continuous monitoring and measuring by various sensors include: [0130] Strut pressure/temperature sensor [0131] Landing gear strut axle deflection sensor [0132] Aircraft inclinometer [0133] On-aircraft computer to collect aircraft and landing gear data [0134] Off-aircraft computer to process collected landing gear data, with software functionality to determine aircraft weight and CG [0135] Wireless communication capabilities between on-aircraft computer and off-aircraft computer
[0136] It is important for any aircraft weighing system to have the ability to accurately determine the aircraft weight before the departure from the gate.
[0137] This invention provides methods of identifying, defining and illustrating various means of justification for aviation Regulatory Authorities to allow for increases to the certified aircraft weight and operational CG limitations for Regulated aircraft. The methods described herein develop various strategies in the identification of non-recognized weight errors for a justification basis built upon the statistical demonstration of the long history of these non-recognized weight errors having created no un-safe aircraft operations for fully loaded/weighted aircraft, and to further construct an acceptable reliability program of safe aircraft operations with weight increases in Regulated aircraft weight limitations, equivalent to the non-recognized weight errors currently allowed today.
[0138] Airlines welcome any opportunity to increase the payload capabilities of their aircraft, considering the opportunity to increase the MTOW and associated MLW and MZFW limitation by up to 5,960 pounds and 3.4% of the MTOW (shown in
[0139] In the preferred embodiment, the method for obtaining a Regulatory Authorities' approval for an increase in the aircraft MTOW and associated MRampW, MLW and MZFW limitations includes the following steps; [0140] 1. Record daily determinations of the total “computed” weight of the aircraft using existing weight determination procedures provided in the LBUM process (for example, shown in
[0152] A question still remains; “Why not just use measured aircraft weight and CG for every dispatch?”
[0153] As previously mentioned; “As good as an OBWBS might be for measuring the aircraft weight, such a system cannot plan the aircraft load.” Airlines attempt to avoid any situation where a discovered discrepancy in the aircraft weight or CO, identified by use of a measured aircraft weight, might result in a schedule delay. Thus the development of a “Weight and CG Reliability Program” to allow Regulatory Authority's the assurance that the aircraft is being operated as safe as the aircraft has historically been operated while transporting the non-recognized weight errors; and with increase MTOW equivalent to the non-recognized errors historically allowed, will allow for the airline to proportionally increase the weight transportation capabilities of their aircraft.
[0154] Regulatory Authorities may choose to limit the amount of MTOW increase, to allow only some smaller percentage of the non-recognized weight errors, when airlines are using the “Weight and CG Reliability Program.” Airlines may consider the additional benefits of having the full percentage of non-recognized weight errors added to the MTOW if they immediately begin using measured weights and CG to dispatch their aircraft, and deal with any potential schedule disruptions if the measured aircraft weight is found greater than the increased MTOW limitation.
[0155] Though any of the methods herein described may be used, with potential variations in overall accuracy of the weight determination; the preferred method is to use OBWBS to determine weight supported at each landing gear strut.
[0156] The methods described herein are applicable as procedures and practices used to obtain Regulatory Authority approval to amend existing aircraft weight calculation practices tor determining varieties of aircraft weights including: MRampW, MTOW, MLW and MZFW. Referring now to the drawings, wherein like reference numerals designate corresponding parts throughout the several views and more particularly to
[0157] Landing gears 3, 5 and 7 distribute the weight of aircraft through tires 9, which in this illustration rest atop of platform weighing scales 13, with platform weighing scales 13 resting on the ground 11. Each of scales 13 measure a portion of aircraft 1 weight, supported at each respective landing gear, and with the three scale 13 weight measurements added together, they identify the total weight of aircraft 1, which in this example is 176,100 lbs., being 1,900 lbs. (or 1.09% of MTOW) in excess of the certified MTOW of 174,200 lbs. for this Boeing 737-800 aircraft. Aircraft 1 has a forward baggage compartment 15 and an aft baggage compartment 17.
[0158] Electronic elements which are used in this invention, and are attached to aircraft 1, are an on-aircraft data acquisition computer 19, aircraft inclinometer 21 to correct measured aircraft angle of inclination to that being level with the horizon, cockpit display/keypad 23 allowing pilots a means to read on-aircraft computer 19 information and allow pilots to input data into on-aircraft computer 19, landing gear strut pressure sensors 51 and landing gear axle deflection strain gauge sensors 53 (shown in
[0159] On-aircraft computer 19 is capable of wireless communication with a corresponding off-aircraft computer 39 which is located within a building 41. Off-aircraft computer 39 has no aircraft or landing gear sensor inputs. Off-aircraft computer 39 receives sensor input data recorded by on-aircraft computer 19 via wireless communications. Regulatory Authority's certification of software is required within any computer permanently attached to the aircraft 1. Use of on-aircraft computer 19 to only measure and record sensor data, and make no sophisticated calculations or computations; to then subsequently and wirelessly transmit only the recorded and date/stamped sensor data to off-aircraft computer 39 which does not reside on aircraft 1, can allow for a significant reduction in the system's software certification costs associated with providing airlines with this information. As an example: aircraft On-Board Weight and Balance Systems (“OBWBS”) require Regulatory Authority certification for any internal software. Ground based computers that determine the same aircraft weight and balance information require far less stringent levels of software certification.
[0160] 100% of the weight of the aircraft rests upon the combined left and right main landing gears 5, 7 and nose landing gear 3. The aircraft Center of Gravity (“CG”) 27 can be determined by the comparing the measured weight (or if weight measurements are to be avoided, measured load as identified by strut pressure or axle deflection) supported by the combined main landing gears 5, 7 to that of the measured weight supported by the nose landing gear 3. As the percentage of the weight supported by nose landing gear 3 changes in relation to the weight supported by the combined main landing gears 5, 7 so does the location of the aircraft CG 27. (in
[0161] Vertical dotted line 29 illustrates the forward end of aircraft L. Horizontal line 31 illustrates the length on aircraft 1 being 1,554 inches long.
[0162] Downward pointing vertical arrow 35 illustrates the location for weight of aircraft 1, supported by the nose landing gear 3. Downward pointing vertical arrow 37 illustrates the location for weight of aircraft 1, supported by the combined left main 5 and right main 7 landing gears.
[0163] The accurate determination of aircraft 1 CG 27 is a critical process in the load planning for aircraft 1. Though aircraft 1 is 1,554 inches in length as shown by horizontal line 31, the forward and aft limits of the operational center-of-gravity envelope are only 42 inches apart, as illustrated by horizontal line 33. With just 42-inches of allowable certified center-of-gravity envelope, airline dispatchers must take great care in determining the amount and specific location of weight loaded onto aircraft 1.
[0164] Typical LBUM loading computations assume all of the bags are loaded and evenly distributed throughout baggage compartment as shown in forward baggage compartment 15. The assumed even distribution of the bags results in the total assumed weight of bags located at the geographic center of forward baggage compartment 15, shown as vertical line 16. The Boeing 737-800 aircraft forward baggage compartment 15 is twenty-five feet in total length, with the forward compartment door 18 located at the center of the compartment 15. The aft baggage compartment 17 is thirty-six feet in length, with the geographic center of aft compartment 17, shown as vertical line 20. Aft baggage compartment door 22 is located near the rear of the aft compartment 17. In this illustration forward baggage compartment 15 has an even distribution of bags, where the assumed weight is assigned to the location at the center of the compartment, as illustrated by vertical line 16. Aft baggage compartment 17 has the concentration of checked bags located in the aft portion of baggage compartment 17, shown by vertical line 24. The LBUM loading computation will not recognize this difference in the location of weight associated with the aft positioned bags in compartment 17, and its non-recognized shift in aircraft CG 27 further aft, as shown by “aft-shift arrow 26”. Both forward and aft baggage compartment are equipped with restraining nets that hold the bags in place, to avoid the bags sliding as the aircraft 1 takes-off. This non-recognized aft loading of the bags could have the aircraft CG 27 located beyond the aft center-of-gravity limit, creating a scenario where the aircraft is too tail heavy in which the aircraft could over-rotate at take-off, then stall and possibly crash. Measured aircraft CO 27 allows for a Superior Level of Safety, in comparison to the approved methods for determining CC 27 today.
[0165] Although the weight of aircraft 1 is shown measured on platform weighing scales 13, the weight of the aircraft can be measured by a variety of OBWBSs (as shown in
[0166] Referring now to
[0167] Referring now to
[0168] Axle deflection sensor 53 will transmit a signal representing the weight applied to the landing gear strut 7, to the system on-aircraft computer 19 (shown in
[0169] Referring now to
[0176] Smaller bag weights are assigned at 28.9 lbs. each. Larger bag weights are assigned at 58.7 lbs. each. For this flight there are 116 small bags totaling 3,352 lbs., plus an additional 58 large bags totaling 3,405 lbs., for a combined checked bag weight total of 6,757 lbs. [0177] Colum 7 represents the weight of 174 passengers for this flight. AC120-27E designates weight values for average passenger weights at 190 lb. for summer weights and 195 lbs. for winter weights. It is assumed that during colder months, passengers will include more clothing as they board the aircraft. The summer average passenger weight of 190 lbs. is used between May 1.sup.st-October 31.sup.st and winter weight of 195 lbs. is used between: November 1.sup.st-April 30.sup.th. With this example, the lower 190 lbs. summer weight assumption is being used. The passenger weight includes carry-on items. Such carry-on items include bags, purses, small luggage, backpacks, etc. With all tickets passenger boarding the aircraft, the weight of 174 passengers total 33,060 lbs. (shown in box 59). [0178] Column 8 represents the computed total weight of the aircraft. Summing the totals along the bottom of columns 1-7 equals a 174,179 lbs. determination for the aircraft total weight (shown in box 61). Typical airline operations round-up the weight determination to the nearest 100 lbs. increment. The 174,179 lbs. accumulation is increased to 174,200 lbs. of aircraft total weight as determined by the LBUM; which also happens to be the MTOW limit for this Boeing 737-800 aircraft.
[0179] In the United States of America, the FAA is the Regulatory Authority that approves the designated weights. In other countries or regions, other Regulatory Authorities may have jurisdiction.
[0180] Referring now to
[0181] Regulatory Authority guidance found in AC120-27E shows the average passenger weight has been established from the National Health and Nutrition Examination Survey (NHANES) conducted by the Centers for Disease Control (CDC) in 1999. The NHANES data conducted actual scale weighings of approximately 9,000 subjects. The standard deviation for NHANES survey was 47 lbs. (this value will be used again to generate thousands of randomly selected passenger weights). The NHANES survey data concluded the population with a “mean” average weight for males as 184 lbs. plus 16 lbs. of additional weight was added for carry-on items totaling 200 lbs. The average weight for females was determined at 163 lbs. plus 16 lbs. of additional weight was added for carry-on items.
[0182] In this example illustrates a full flight, where all available seats have been allocated to passengers with an AC120-27E designated average passenger weight of 190 pounds per person, including carry-on baggage. The 190 lbs. passenger weight assumes 50% of the passengers are male and 50% of the passengers are female. The computation for the total passenger weight is the simple equation of 190 lbs.×174 33,060.00 lbs. (shown in box 59).
[0183] Referring now to
[0184] Referring now to
[0185] Regulatory Authorities make another assumption that within each of the 28,537 daily departures, the passenger distribution between male/female will always be 50% male and 50% female. If the distribution varies whereby 73% of the passengers are male and an additional 40 male passengers are 21 lbs. heavier along with the corresponding reduction of 40 female passengers which are 21 lbs. lighter; the non-recognized weight error will increase by an additional 1,680 lbs. (shown in box 71).
[0186] Beginning with this
[0187] Box 73a illustrates the cumulative non-recognized weight error totaling 3,571.93 lbs.
[0188] Referring now to
[0189] This
[0190] A further comparison was made to today's more typical aircraft boardings with only 20% of the passengers boarding the aircraft with their hands empty, and 40% boarding while carrying only one item, plus an assumed 15% deviation applied to the FAA identified 16 lbs. weight allocation for the carry-on items. The conclusions found in this illustration a potential carry-on weight up to 3,841.7 lbs. (shown in box 77). A comparison of the carry-on bag weight assumption in box 75 to the potential carry-on weight value in box 77 illustrates an additional 1,058.0 lbs. for non-recognized weight error (shown in box 79).
[0191] Box 73b illustrates the cumulative non-recognized weight error increasing to 4,629.8 lbs.
[0192] Referring now to
[0193] Box 73c illustrates the cumulative non-recognized weight error increasing to 5,981.0 lbs.
[0194] Referring now to
[0195] Box 73d illustrates the cumulative non-recognized weight error increasing to 6,797.0 lbs.
[0196] Referring now to
[0199] Scale accuracy typically range with a 0.25% error in the amount of the full weight capability of the scale. Typical platform weighing scales have a maximum weight limitation of 60,000 lbs., thus a 0.25% error would tolerate up to 150 lbs. of error for each scale. While weighing an aircraft, the aircraft must be supported by at least three points. Multiplying by three the 150 lbs. scale tolerances illustrates the 450 lbs. error (shown in box 89).
[0200] Regulatory Authorities allow airlines with large fleets of common aircraft types to avoid having to weigh every aircraft in their fleet on the required 3-year intervals. A large domestic air carrier operates a single fleet type of totaling 450 of the Boeing 737-700 aircraft. AC102-27E prescribes the minimum number of aircraft whose weight shall be measured in determining the “average aircraft fleet weight” is defined as a minimum of 6 aircraft, plus 10% of the remaining fleet. The equation for this numbers is: 6+[(450−6)×10%]=50.4 which is rounded up to 51 aircraft. A rotation of 51 separate aircraft, within the common fleet type, must be re-weighed within 3-year intervals. AC120-27E also requires that no aircraft within the fleet shall be allowed to operate with an OEW which is heavier than 0.5% of the fleet average weight. AC120-27E allocated no weight error in OEW for aircraft contained within an average fleet weighing program. The additional non-recognized 0.5% weight error applied to the Boeing 737-800 OEW of 91,108 lbs. is 455.5 lbs. (shown in box 91).
[0201] Box 73e illustrates the cumulative non-recognized weight error increasing to 7,364.9 lbs.
[0202] In creating a justification basis for Regulatory Authority allowance for the non-recognized weight errors to be allowed as additional weight to the MRampW, MTOW, MLW and MZFW; the Regulatory Authorities must be assured that no other weight errors be allowed in the process for determining aircraft weight. Use of an aircraft weight measuring devise, whether it be ground scales with a typical error of 0.25% or a system permanently attached to the aircraft with typical errors no more than 1.0%, can assure Regulatory Authorities that the non-recognized weight errors can be reduced to errors no larger than those errors in the devices which physically measure the fully loaded aircraft total weight.
[0203] The subtraction of the 1,742.0 lbs. (shown in box 93) being the 1.0% error associated with the aircraft weighing device, measuring up to the 174,200 lbs. MTOW limitation of the Boeing 737-800 aircraft, from the total non-recognized weight errors of 7,364.9 lbs. (shown in box 73e) equates- to a potential weight increase of 5,622.9 lbs. (shown in box 95) to the MTOW. 5,622.9 lbs. divided as a percentage of the 174,200 lbs. total aircraft weight equates into a 3.4% increase in the MTOW for the Boeing 737-800. The use of an aircraft weight measuring device to eliminate anynon-recognized weight errors in excess of weight error associated with the aircraft weight measuring device creates a justification basis for an Equivalent Level of Safety for a Regulatory Authority to allow a MTOW increased weight equivalent to the net difference between the non-recognized weight errors, and the aircraft weight measuring devices error tolerances.
[0204] Referring now to
[0205] Both on-aircraft computer 19 and off-aircraft computer 39 are equipped with internal synchronized clocks and calendars, to document the time and date of recorded and received sensor data.
[0206] On-aircraft computer 19 has multiple data acquisition/transmission functions which include: [0207] Data Acquisition function “Alpha” which monitors nose and main landing gear internal strut pressure and temperature; and stores the recorded with time and date references to respective strut pressure and temperature measurements to such time as the data is transmitted to off-aircraft computer 39. [0208] Data Acquisition function “Beta” which monitors nose and main landing gear axle deflections; and stores the recorded data with time and date references to respective axle deflection measurements to such time as the data is transmitted to off-aircraft computer 39. [0209] Data Acquisition function “Gamma” which monitors changes the angle of aircraft hull in relation to the level and horizontal ground; and stores the recorded data with time and date references to hull angle change measurements to such time as the data is transmitted to off-aircraft computer 39. [0210] Data Transmission function “Delta” which wirelessly transmits the time and date referenced landing gear sensor data and aircraft hull angle data to off-aircraft computer 39.
[0211] On-aircraft computer 19 is limited to landing gear sensor data acquisitions functions and the transmission of that landing gear load data to off-aircraft computer 39. On-aircraft computer 19 is restricted having operating software which calculates the aircraft weight and CO. Having the sophisticated software to make the calculations for “flight critical information” such as aircraft Weight and CG; operating solely within off-aircraft computer 39, substantially reduces the costs for certifying any subordinate software used in the acquisition of landing gear sensor data, residing within on-aircraft computer 19.
[0212] Off-aircraft computer 39 has capabilities for wireless reception and transmission of multiple landing gear and aircraft hull angle sensor data records and Software packages and data acquisition/transmission functions which include: [0213] Software Program “Zeta” which processes recorded pressure and temperature sensor data from the respective nose and main landing gear to resolve into values equivalent to the weight supported at each respective landing gear, [0214] Software Program “Eta” which processes recorded axle deflection sensor data from the respective nose and main landing gear to resolve into values equivalent to the weight supported at each respective landing gear, [0215] Software Program “Theta” which processes recorded aircraft hull inclination sensor data from the on-aircraft inclinometer to resolve into a value of off-set equivalent to the aircraft being horizontal, [0216] Software Program “Kappa” which re-processes respective landing gear weight values to determine the total aircraft weight and the aircraft CG as compared to weight and CG limitation thresholds. If a weight and or CG threshold is exceeded, notification of such exceedance will be given. [0217] Software Program “Lambda” which receives manual inputs regarding respective LBUM weight and CG determinations to be compared to as Software program “Kappa” weight and CO determinations to develop a data-base to compute the amounts of non-recognized weight errors historically allowed to be transported on the aircraft, [0218] Data Transmission function “Sigma” which wirelessly transmits back to on-aircraft computer 19 the time and date referenced aircraft weight and CG determinations corresponding to the landing gear sensor data processed.
[0219] Referring now to
[0220] The methods on this invention can be extrapolated across the various aircraft weight limitations (MRampW, MTOW, MLW, MZFW) as set by Regulatory Authorities, all of which are determined in some part by the various weight assumptions assigned to male passengers, female passengers, average baggage, heavy baggage and fuel loaded onto the aircraft in various ranges of temperature; In this
[0221] With the Aircraft Weight Measuring “System” being used to physically measure the aircraft weight, pilots are assured that a gross weight error will not go un-noticed that might create a safety hazard for a particular flight.
[0222] Upon the computation of a new increased Max Take-Off Weight limitation, predicated on a recognition of the non-recognized weight errors and subsequently measured aircraft take-off weights, and the apparatus to measure and verify take-off weights on all subsequent take-off events, a system support mechanism is created to document the processes, procedures and limitations for the use of the apparatus and methods of this invention, that Regulatory Authorities are assured an Equivalent Level of Safety is maintained. These include, but are not limited to creating and maintaining Instructions for Continued Airworthiness, addition of an Approved Flight Manual Supplement covering this new aircraft weight measuring system operation, limitations and procedures, as well as operational adjustments in the event the aircraft weight measurement system is inoperable.
[0223] Also required is a complete “Documentation of the Justification Basis” for the issuance of an Equivalent Level of Safety, Special Condition, Exemption, or other alternate means of regulatory compliance. These factors include a review of the historical basis of regulatory requirement, along with advancement in technology and operating procedures. Some of these advancements include the development of new systems and procedures that aid pilots in identifying proper aircraft stabilizer and trim settings with systems.
[0224] Continued safe operation of the aircraft will be maintained by the subsequently implemented practice of measured aircraft weight determinations being made from measured landing gear load sensor data, rather than weight assumptions made in AC120-27E. Continued safe operation of the aircraft will be maintained by subsequent monitoring of aircraft operational landing loads, at each respective landing gear.
[0225] These supporting materials, data and procedures are submitted to the Regulatory Authority as justification for the Regulatory Authority's acknowledgement and approval to allow an increase in MTOW, MRampW, MLW and MZFW limitations equivalent to the amount of non-recognized weight errors allowed by AC120-27E assumptions of a variety of weight elements; to increase the aircraft MTOW, MRampW, MLW and MZFW limitations, with this demonstration of an Equivalent Level of Safety, or other qualifying document. An illustration of the extended process design, configured within this initial flow-chart of the methodology for obtaining Regulatory Authority Approval for the allowance to periodically measure aircraft weight, compared to computed weight, to reveal and document the non-recognized weight errors, as the justification basis to increase Regulated aircraft weight limitations herein is shown within
[0226] Referring now to
Within a prescribed number of flight legs, the aircraft will be return to a maintenance facility for an inspection of the aircraft for signs that flight operating at the increased weight limitations might create additional fatigue damage to the aircraft. If no damage is found, the aircraft will be returned to service. If damage is discovered, the damage will be repaired, and noted into the aircraft's maintenance log. Additionally the aircraft may have modifications applied to specific areas of the airframe structure to reinforce and correct for potential future fatigue damage, as noticed from the ongoing aircraft inspections. An illustration of this process design, configured within this third flow-chart of the methodology for periodic inspection to insure continued airworthiness of the aircraft will be maintained with the increased MTOW limitation for Regulated aircraft, herein is shown within
[0231] It is understood that aircraft forward and aft CO limitations are defined and set by the Regulatory Authorities, with such forward and aft limitations based on the assumptions of the various weight components being placed at defined and known locations within the aircraft. Upon determination of the amount of allowed weight increase as a percentage of total aircraft weight (as an example: a 4% weight increase to the MTOW), the equivalent percentage increase (the same 4%) shall be applied to the boundaries of the forward and aft CG limitations.
[0232] Described within this invention are methods and strategies developed; in which the whole are now greater than the sum of its parts. Each of the sub-practices of this invention are elements which build upon each other, and strengthen the foundation of justification for the realization that the aircraft design criteria regulations dating back 70 years, have worked well for decades; but the development of new technologies, procedures and the careful implementation and monitoring of such practices offer justification through a finding of an Equivalent Level of Safety, for aviation Regulatory Authorities to allow an increase in the original weight limitations based upon assumed weight values to a second higher weight limitation based upon measure aircraft weight, allow the associated increase to a second set of higher aircraft MRampW, MTOW, MLW and MZFW limitations.
[0233] Where previous systems using assumed weight values have been used as a tool to aid pilots with load planning procedures, to help avoid aircraft departures beyond the aircraft safe operational limits, this new invention uses the apparatus and methods to increase the economic value of the aircraft, by bringing to better light that current Regulations are fall short in the accurate determination, of aircraft weight and corresponding aircraft CG; and furthermore by measuring monitoring aircraft weights; allows aircraft to operate at an increased MRampW, MTOW, MLW and MZFW limitations . . . to be at an Equivalent Level of Safety.
[0234] Although an exemplary embodiment of the invention has been disclosed and discussed, it will be understood that other applications of the invention are possible and that the embodiment disclosed may be subject to various changes, modifications, and substitutions without necessarily departing from the spirit and scope of the invention.