In order to further optimize the fuel efficiency and productivity of construction equipment, 3 main potentials have been identified:
• job site optimization
• machine use optimization
• machine optimization
The focus of this paper is the machine optimization on the example of a wheel loader.
Optimizing losses in individual components must be done, but it will not be a game changer for fuel efficiency improvement. Three areas for promising improvement potentials:
• Optimizing the systems interactions
• Decoupling of systems
• Reduction of losses
One example is shown for a total machine optimization approach: the “Reverse by Braking” function is using the machine operating brakes to slow down the machine during power shuttle instead of using the engine power.
Decoupling of systems requires continuously variable transmission (CVT) functionality for the driveline. This can be achieved with hydraulic or electric CVTs. Two examples for decoupling systems are shown: the Volvo hydrostatic powersplit CVT prototype and a series hybrid wheel loader.
Further future potentials are explored, while the driveline and hydraulic technology are the enablers for drastic improvements: electrified site, plug in hybrid, alternative fuels, and new machine concepts.
On Increasing Fuel Efficiency by Operator Assistance Systems in a Wheel LoaderReno Filla
The main focus of this paper is to estimate the potential increase in fuel efficiency and productivity by means of an operator assistant system, in a wheel loader working in a bucket application in a production chain. This is done based on an empirical study. A line of argument is presented on how to go from the empirical study to theoretical optimal control of a wheel loader. A suggestion of the human-machine-interaction is also presented. Fuel efficiency (ton/l) increases of 20-40% and productivity (ton/h) increases of 40-80% are expected.
Selection of powertrain for vehicle is depends upon vehicle type & application of vehicle. To achieve performance of vehicle, engine torque at maximum revolutions, Transmission ratio, Axle ratio & tire plays important role. In order to understand vehicle performance in theoretical calculation there should be proper selection of power train aggregates. All these aggregates technically will evaluate the actual vehicle performances. For example, trucks are seldom run at their rated maximum speed. In fact, they are usually operated with engine speed at maximum torque or at the speed where fuel consumption is minimized. In climbing hills, there may be occasions when the engine revolution is raised to its maximum to produce the maximum horsepower; however, the most efficient method of operation is to use the range of engine speed, which maximizes torque. If an engine's speed range, producing maximum torque, is extremely narrow, a slight increase of rpm will cause a substantial loss of power and sign of poor performance characteristic. In other words, engines with high maximum torque and horsepower are not necessarily the most "powerful engine." Factors other than the maximum values of the torque and horsepower must be evaluated in determining the practical performance of engines. Furthermore, a high performance engine must be combined with the correct transmission and differential in order to produce the desired running performance. It is necessary to understand the factors affecting its ease of operations. This Paper tells how to integrate powertrain and judge performance of vehicle according to application and type of vehicle by reading performance curves and calculation
On Increasing Fuel Efficiency by Operator Assistance Systems in a Wheel LoaderReno Filla
The main focus of this paper is to estimate the potential increase in fuel efficiency and productivity by means of an operator assistant system, in a wheel loader working in a bucket application in a production chain. This is done based on an empirical study. A line of argument is presented on how to go from the empirical study to theoretical optimal control of a wheel loader. A suggestion of the human-machine-interaction is also presented. Fuel efficiency (ton/l) increases of 20-40% and productivity (ton/h) increases of 40-80% are expected.
Selection of powertrain for vehicle is depends upon vehicle type & application of vehicle. To achieve performance of vehicle, engine torque at maximum revolutions, Transmission ratio, Axle ratio & tire plays important role. In order to understand vehicle performance in theoretical calculation there should be proper selection of power train aggregates. All these aggregates technically will evaluate the actual vehicle performances. For example, trucks are seldom run at their rated maximum speed. In fact, they are usually operated with engine speed at maximum torque or at the speed where fuel consumption is minimized. In climbing hills, there may be occasions when the engine revolution is raised to its maximum to produce the maximum horsepower; however, the most efficient method of operation is to use the range of engine speed, which maximizes torque. If an engine's speed range, producing maximum torque, is extremely narrow, a slight increase of rpm will cause a substantial loss of power and sign of poor performance characteristic. In other words, engines with high maximum torque and horsepower are not necessarily the most "powerful engine." Factors other than the maximum values of the torque and horsepower must be evaluated in determining the practical performance of engines. Furthermore, a high performance engine must be combined with the correct transmission and differential in order to produce the desired running performance. It is necessary to understand the factors affecting its ease of operations. This Paper tells how to integrate powertrain and judge performance of vehicle according to application and type of vehicle by reading performance curves and calculation
Automated Guided Vehicles Flexible, Yet Automated Material HandlingARC Advisory Group
Automated Guided Vehicles Flexible, Yet Automated Material Handling
Automated Guided Vehicles (AGVs) have long been the most flexible of
automated material handling systems. Now Siemens
Dematic has introduced a user friendly system
design program that eliminates the need for any
service support when the AGV system’s operation
needs to be changed. An already flexible solution
has become even more so.
Automated material handling systems
reduce labor costs, but most lack
flexibility. Now the most flexible of
automated material handling systems,
the AGV, has just become even easier to
redeploy to meet changing needs.
Analysis and optimization of mechanical utility systemeSAT Journals
Abstract The present paperhas discussed the analyzing and optimizing methodology of mechanical utility systems.A study was carried out at Melog Speciality ChemicalsLtd with the aim of optimising the company’s utility system efficiency. Energy conservation is a worldwide, concern and an important consideration for any industry. In a chemical plant, amajor portion of the supplied energy is consumed in the production of compressed air. This compressed air is used for various applications. Hence in order to increase the efficiency of the plant the input energy supplied has to be decreased by making use of the most effective methods of compression which indirectly results in asaving of power.The paper revolves around the main objective of reducing the compression cost of air. This aim has been theoretically achieved by replacing the existing reciprocating compressor with a screw compressor. Cost saving due to the use of screw compressor is achieved because it requires low motor power to operate as compared to its reciprocating counterpart. Also, thereciprocating compressor needs frequent maintenance of various components like v- belt, piston rings, piston, etc. whereas screw compressor does not require frequent maintenance which decreases the compression system’s maintenance downtime. As there is no intercooler required in screw compressor the need to pump the cooling water at an intermediate stage of compression is eliminated, which is otherwise necessary for optimum operation reciprocating compressor. Keywords: Utility System, Economic Cost, Energy Conservation, Reciprocating Compressor, Screw Compressor
A LabVIEW Model For the Operation and Control Strategy of a Hybrid SystemCSCJournals
Due to the varying nature of the load demand and the fluctuating power supplies by a renewable energy system, a decision-making strategy to operate and control a hybrid system is considered. The proposed hybrid system is comprised of PV/wind and diesel units with battery backup. The aim is to ensure high operational battery bank, running diesel units in their most efficient operational ranges and maximizing the utilization of the renewable energy sources. A LabVIEW model is designed whereby the hybrid system components are simulated as virtual instruments [VI] interacted with functional blocks. The PV/wind VI measure continuously the available power generated from the designed system capacity, and the functional VI compare this with the actual load demand over short periods. Consequently, a decision-making scheme is considered in which optimum operation of diesel units and battery banks is reached, and also whereby scenarios can be drawn for further prediction of system power flows and State-of Charge [SOC] of the battery bank.
Material Flow in Material Handling EquipmentsSusheel Dhale
Operation sequence, material flow pattern, stages of material flow at receiving, in process and
at shipping, flow planning criteria & design of flow pattern.
Kannada thank you to republic of ecuador (asylum of julian assange)VogelDenise
ಯುನೈಟೆಡ್ ಸ್ಟೇಟ್ಸ್ ಆಫ್ ಅಮೇರಿಕಾ ಕಾನೂನು ಮೇಲೆ ಮತ್ತು ಪುನರಾವರ್ತಿತ ನ್ಯೂಸ್ ವರದಿ ಜೂಲಿಯನ್ Assange ವಿರುದ್ಧ ಎದ್ದಿರುವ ಇಂತಹ ಸೇಡಿನ / ಅಪರಾಧೀ ಕೃತ್ಯಗಳಿಂದ ತನ್ನ ಪಾತ್ರವನ್ನು ಅಡಗಿಸಲು "ಫ್ರಂಟ್ಸ್" (mother ಆಲಿ ಗ್ರೇಟ್ ಬ್ರಿಟನ್ ಮತ್ತು ಸೋದರಿ ಆಲಿ ಸ್ವೀಡನ್) ಬಳಸಿಕೊಂಡು ಅವಲಂಬಿಸಿರುವುದರಿಂದ ಭಾವಿಸಿದ್ದಾರೆ ಅಮೇರಿಕಾದ ಯುದ್ಧ ಅಪರಾಧಗಳ ಯುನೈಟೆಡ್ ಸ್ಟೇಟ್ಸ್ ಗಮನಕ್ಕೆ / ನ್ಯೂರೆಂಬರ್ಗ್ ಉಲ್ಲಂಘನೆ ಮತ್ತು ಇತರ ಭಯೋತ್ಪಾದಕರು ಕೃತ್ಯಗಳು!, ಅಮೆರಿಕ ಅಧ್ಯಕ್ಷ ಬರಾಕ್ ಒಬಾಮಾ ಯುನೈಟೆಡ್ ಸ್ಟೇಟ್ಸ್ ರೋಗಿಯ ದಯವಿಟ್ಟು ಮತ್ತು ತನ್ನ ಕಾನೂನು ಕೌನ್ಸಿಲ್ / ಶ್ವೇತ ಪ್ರಾಧಾನ್ಯ (ಬೇಕರ್ Donelson ಬಿಯರ್ಮನ್ ಕಾಲ್ಡ್ವೆಲ್ ಹಾಗೂ Berkowitz) ಯುನೈಟೆಡ್ ಸ್ಟೇಟ್ಸ್ ಆಫ್ ಅಮೇರಿಕಾ ಮುಖ್ಯಸ್ಥ ತಲುಪಿಸುತ್ತದೆ "ಒಂದು ತಟ್ಟೆ ಮೇಲೆ!"
Automated Guided Vehicles Flexible, Yet Automated Material HandlingARC Advisory Group
Automated Guided Vehicles Flexible, Yet Automated Material Handling
Automated Guided Vehicles (AGVs) have long been the most flexible of
automated material handling systems. Now Siemens
Dematic has introduced a user friendly system
design program that eliminates the need for any
service support when the AGV system’s operation
needs to be changed. An already flexible solution
has become even more so.
Automated material handling systems
reduce labor costs, but most lack
flexibility. Now the most flexible of
automated material handling systems,
the AGV, has just become even easier to
redeploy to meet changing needs.
Analysis and optimization of mechanical utility systemeSAT Journals
Abstract The present paperhas discussed the analyzing and optimizing methodology of mechanical utility systems.A study was carried out at Melog Speciality ChemicalsLtd with the aim of optimising the company’s utility system efficiency. Energy conservation is a worldwide, concern and an important consideration for any industry. In a chemical plant, amajor portion of the supplied energy is consumed in the production of compressed air. This compressed air is used for various applications. Hence in order to increase the efficiency of the plant the input energy supplied has to be decreased by making use of the most effective methods of compression which indirectly results in asaving of power.The paper revolves around the main objective of reducing the compression cost of air. This aim has been theoretically achieved by replacing the existing reciprocating compressor with a screw compressor. Cost saving due to the use of screw compressor is achieved because it requires low motor power to operate as compared to its reciprocating counterpart. Also, thereciprocating compressor needs frequent maintenance of various components like v- belt, piston rings, piston, etc. whereas screw compressor does not require frequent maintenance which decreases the compression system’s maintenance downtime. As there is no intercooler required in screw compressor the need to pump the cooling water at an intermediate stage of compression is eliminated, which is otherwise necessary for optimum operation reciprocating compressor. Keywords: Utility System, Economic Cost, Energy Conservation, Reciprocating Compressor, Screw Compressor
A LabVIEW Model For the Operation and Control Strategy of a Hybrid SystemCSCJournals
Due to the varying nature of the load demand and the fluctuating power supplies by a renewable energy system, a decision-making strategy to operate and control a hybrid system is considered. The proposed hybrid system is comprised of PV/wind and diesel units with battery backup. The aim is to ensure high operational battery bank, running diesel units in their most efficient operational ranges and maximizing the utilization of the renewable energy sources. A LabVIEW model is designed whereby the hybrid system components are simulated as virtual instruments [VI] interacted with functional blocks. The PV/wind VI measure continuously the available power generated from the designed system capacity, and the functional VI compare this with the actual load demand over short periods. Consequently, a decision-making scheme is considered in which optimum operation of diesel units and battery banks is reached, and also whereby scenarios can be drawn for further prediction of system power flows and State-of Charge [SOC] of the battery bank.
Material Flow in Material Handling EquipmentsSusheel Dhale
Operation sequence, material flow pattern, stages of material flow at receiving, in process and
at shipping, flow planning criteria & design of flow pattern.
Kannada thank you to republic of ecuador (asylum of julian assange)VogelDenise
ಯುನೈಟೆಡ್ ಸ್ಟೇಟ್ಸ್ ಆಫ್ ಅಮೇರಿಕಾ ಕಾನೂನು ಮೇಲೆ ಮತ್ತು ಪುನರಾವರ್ತಿತ ನ್ಯೂಸ್ ವರದಿ ಜೂಲಿಯನ್ Assange ವಿರುದ್ಧ ಎದ್ದಿರುವ ಇಂತಹ ಸೇಡಿನ / ಅಪರಾಧೀ ಕೃತ್ಯಗಳಿಂದ ತನ್ನ ಪಾತ್ರವನ್ನು ಅಡಗಿಸಲು "ಫ್ರಂಟ್ಸ್" (mother ಆಲಿ ಗ್ರೇಟ್ ಬ್ರಿಟನ್ ಮತ್ತು ಸೋದರಿ ಆಲಿ ಸ್ವೀಡನ್) ಬಳಸಿಕೊಂಡು ಅವಲಂಬಿಸಿರುವುದರಿಂದ ಭಾವಿಸಿದ್ದಾರೆ ಅಮೇರಿಕಾದ ಯುದ್ಧ ಅಪರಾಧಗಳ ಯುನೈಟೆಡ್ ಸ್ಟೇಟ್ಸ್ ಗಮನಕ್ಕೆ / ನ್ಯೂರೆಂಬರ್ಗ್ ಉಲ್ಲಂಘನೆ ಮತ್ತು ಇತರ ಭಯೋತ್ಪಾದಕರು ಕೃತ್ಯಗಳು!, ಅಮೆರಿಕ ಅಧ್ಯಕ್ಷ ಬರಾಕ್ ಒಬಾಮಾ ಯುನೈಟೆಡ್ ಸ್ಟೇಟ್ಸ್ ರೋಗಿಯ ದಯವಿಟ್ಟು ಮತ್ತು ತನ್ನ ಕಾನೂನು ಕೌನ್ಸಿಲ್ / ಶ್ವೇತ ಪ್ರಾಧಾನ್ಯ (ಬೇಕರ್ Donelson ಬಿಯರ್ಮನ್ ಕಾಲ್ಡ್ವೆಲ್ ಹಾಗೂ Berkowitz) ಯುನೈಟೆಡ್ ಸ್ಟೇಟ್ಸ್ ಆಫ್ ಅಮೇರಿಕಾ ಮುಖ್ಯಸ್ಥ ತಲುಪಿಸುತ್ತದೆ "ಒಂದು ತಟ್ಟೆ ಮೇಲೆ!"
Slovenian thank you to republic of ecuador (asylum of julian assange)VogelDenise
Združene države Amerike misli, da je nad zakonom in večkrat se opira na uporabo "frontah" (kot MATERE Ally Velike Britanije in sestra Ally na Švedskem), da skrije svojo vlogo v teh povračilnih / kazenskih dejanj zravnal PROTI Julijskih Assange za poročanje o NOVICE in Izpostavljanje Združene države vojne zločine ameriških / Nuremberg KRŠITVE in drugi akti teroristi! vas prosimo za potrpljenje, Združene države Amerike predsednik Barack Obama in njegov pravni svetovalec / Bela Supremacist (Baker Donelson Bearman Caldwell & Berkowitz) bo prinesel vodjo Združenih držav Amerike "na pladnju!"
050113 fax to judy clarke (boston marathon bombing) - bulgarianVogelDenise
Съединените щати на WHITE HOUSE Америка и конгресен се опита да дискредитира Whistleblower Edward Сноудън, защото той е "HIGH отпадане училище." Независимо от това, този ден отпадане училище е бил даден наистина добра работа с достъп до правителствени записи / Компютри на Съединените щати на Америка Националната агенция за сигурност (NSA). Само висока отпадане училище без добро чувство да се върне в Съединените американски щати и да бъде толкова глупав, че да се доверят на САЩ на терористичните правителството на Америка РЕЖИМ план и съдебната система. Вижте и се убедете сами в www.slideshare.net/VogelDenise / и www.vogeldenisenewsome.net как правосъдието в Съединените американски щати е шега и е BIAS!
Виж какво се случи с Whistleblower Брадли Манинг. За EDWARD Сноудън най-вероятно ще бъде DEATH / УБИЙСТВО в ръцете на Съединените щати на терористичен режим на Америка! Edward Сноудън може да бъде TRUE ден отпадане училище и да се покаже невежеството си, ако иска като се доверите САЩ на президента Барак Обама Америка (т.е. употребяващите наркотици - марихуана / Pothead и Smoker CRACK ...), Конгреса и съдебната система, която е контролирани и управлявани от еврейския ционистите и техните бели Източници расист като Baker Donelson Bearman Caldwell & Бърковиц! Edward Сноудън е трябвало да брои до разходите и счита последствията в следващите напред. Той щеше да бъде истинската ден отпадане училище е се е надявал да Съединените щати на Конгреса на САЩ с тази информация!
Newsome намира за много трудно, че международни организации като Организацията на обединените нации (ООН), Европейския съюз (ЕС), Организацията на Северноатлантическия договор (НАТО). . . не са наясно на САЩ на терористичните действия на Америка и много добре мо
Representative Testing of Emissions and Fuel Consumption of Working Machines ...Reno Filla
Out of necessity, emission and fuel consumption test cycles are a simplified representation of the real-life use of a vehicle or component that is assumed to be most common. In reality, variations are introduced by both the driver and the environment – and to a lesser degree also by the vehicle itself through performance deviations because of tolerances in the components’ characteristics. However, since such simplified test cycles exist and are accepted (or even required by law), OEMs tend to use them also in product development to benchmark their products against the competition, and to make decisions on how to optimize design.
While this approach might give acceptable results for on-road vehicles, it fails to capture reality in the case of versatile working machines. Here, the variety of possible applications cannot be covered by one common application but rather demands a mix of several cycles. This has a large impact on the setup and evaluation of physical and virtual testing of working machines, especially those with alternative power systems like hybrids, which will be discussed in the paper.
Attempts to simplify the complexity of real-life applications are made in some testing standards and standard proposals, but they over-simplify with the result of prescribing a common cycle that is not representative and which therefore, however tempting, cannot be used for any meaningful benchmarking of emissions and fuel consumption.
http://papers.sae.org/2012-01-1946
On the road to green machines...how oem's can improve the energy efficiency o...Schneider Electric
While many OEMs are aware of new technologies to
make machines more energy-efficient, they are
reluctant to make changes due to the perception
that it will make their machines more expensive to
sell. The constraints of cost reduction, usage of
resources and energy reduction are becoming key
drivers in the industry as consumers require
manufacturers to be more “green”. This paper
demonstrates how incorporating sustainable
design can add value to their machines and
differentiate OEMs from the competition.
Simulating Operability of Wheel Loaders: Operator Models and Quantification o...Reno Filla
In this paper make the case that operability needs to be considered early on in the development of wheel loaders, alongside such established design targets as productivity and energy efficiency. We summarise research that shows how proper operator models can introduce a “human element” into dynamic simulations, providing more relevant answers with respect to operator-influenced complete-machine properties such as productivity and energy efficiency. We then show two ways of also drawing conclusions on the operability of wheel loaders by analysing either measurement data from physical tests or simulation results.
A study to compare trajectory generation algorithms for automatic bucket fill...Reno Filla
In this paper we study how automatic bucket filling can be realised in wheel loaders. Based on observations of how experienced operators use their machines in bucket applications, four algorithms for parametric generation of bucket trajectories are investigated. The algorithms have been developed and tuned using a simplistic static integration-based approach.
The Discrete Element Method is used to validate the predictive capability of the aforementioned algorithms. Results and limitations of the simplistic approach in comparison to the numerical results, as well as specific simulation-related challenges and findings are reported and discussed.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.t
STUDY AND ANALYSIS OF DIFFERENTIAL CONTROLLED CONTINUOUSLY VARIABLE DRIVEJournal For Research
Now a day's development trends in car industry and mobile machines are driven by universal concerns on energy limitations and greenhouse gases reduction, more energy efficient and environmentally friendly vehicles will be needed. As the increasing concerns in the impact of vehicle emissions of carbon dioxides and Nitrogen oxides on the biosphere combined with today's shortage fuel, hence need to find alternate fuel solutions or develop the transmission system in such a way that lower consumption and lower emission should takes place. Continuously variable drive is the type of automatic transmission that allows selection of infinite number of transmission ratios within the finite range i.e. between minimum and maximum value. Continuously variable drive is 34.91% more efficient than that of manual transmission. In order to achieve emission reduction and fuel economy needs to improve fuel efficiency. Continuously variable drive can be improved by coupling differential gear assembly to one of variable speed drives; we can increase the speed variation range at the expense of the horse power range. Numerous combinations of the variables are possible.
Study and Analysis of Nonlinear Constrained Components A Study of Plug-in Hyb...ijtsrd
Today transportation is one of the rapidly evolving technologies in the world. With the stringent mandatory emission regulations and high fuel prices, researchers and manufacturers are ever increasingly pushed to the frontiers of research in pursuit of alternative propulsion systems. Electrically propelled vehicles are one of the most promising solutions among all the other alternatives, as far as reliability, availability, feasibility and safety issues are concerned. However, the shortcomings of a fully electric vehicle in fulfilling all performance requirements make the electrification of the conventional engine powered vehicles in the form of a plug-in hybrid electric vehicle PHEV the most feasible propulsion systems. Sadia Andaleeb "Study and Analysis of Nonlinear Constrained Components (A Study of Plug-in Hybrid Electric Vehicle)" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-2 , February 2019, URL: https://www.ijtsrd.com/papers/ijtsrd20308.pdf
Paper URL: https://www.ijtsrd.com/engineering/mechanical-engineering/20308/study-and-analysis-of-nonlinear-constrained-components-a-study-of-plug-in-hybrid-electric-vehicle/sadia-andaleeb
A Methodology for Modeling the Influence of Construction Machinery Operators ...Reno Filla
This paper is concerned with modeling the actions of a human operator of construction machinery and integrating this operator model into a large, complex simulation model of the complete machine and its environment. Because human operators to a large degree affect how the machine is run, adaptive operator models are a necessity when the simulation goal is quantification and optimization of productivity and energy efficiency. Interview studies and test series have been performed to determine how professionals operate wheel loaders. Two models using different approaches were realized and integrated into a multi-domain model for dynamic simulation. The results are satisfactory and the methodology is easily usable for other, similar situations.
http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-51998
http://dx.doi.org/10.1007/978-3-642-02809-0_65
Continuously Variable Transmissions (CVT) offers a continuum of gear ratios between
desired limits. This allows the engine to operate more time in the optimum range given an
appropriate control of the engine valve throttle opening and transmission ratio. In contrast,
traditional and manual transmissions have several fixed transmission ratios forcing the engine
to operate outside the optimum range. In this report an overview of the general working
principal of CVT is elaborated along with the classifications. A brief discussion on the merits
and demerits of using this system is also mentioned. This report evaluates the current state of
CVT and a comparison of CVT and the manual transmission is being made in order to establish
the higher performance and fuel efficiency of this automatic transmission over the
conventional drive system.
Enhancing the Efficiency of a Torque Converter Clutch (TCC)Sharon Lin
Using a computational simulation, we can create analytical data based on the inputs given by a commercially available vehicle, determining the overall efficiency of different models of engines without needing any physical models.
Using the concept of "Digital Twin" models to gain a true understanding of your fuel economy and how return on investment assessment becomes built into your daily process.
Using Dynamic Simulation in the Development of Construction MachineryReno Filla
As in the car industry for quite some time, dynamic simulation of complete vehicles is being practiced more and more in the development of off-road machinery. However, specific questions arise due not only to company structure and size, but especially to the type of product. Tightly coupled, non-linear subsystems of different domains make prediction and optimisation of the complete system's dynamic behaviour a challenge. Furthermore, the demand for versatile machines leads to sometimes contradictory target requirements and can turn the design process into a hunt for the least painful compromise. This can be avoided by profound system knowledge, assisted by simulation-driven product development. This paper gives an overview of joint research into this issue by Volvo Wheel Loaders and Linköping University on that matter, lists the results of a related literature review and introduces the term "operability". Rather than giving detailed answers, the problem space for ongoing and future research is examined and possible solutions are sketched.
http://arxiv.org/abs/cs/0305036
In support of removal of periodic calibration of Flight RecordersReno Filla
This is not a Position Paper on Periodic Pressure Altitude Calibration of FR.
This is a paper on why the above is not needed.
This document will not contain a technical discussion of if, how, why and when the accuracy of pressure sensors in Flight Recorders possibly deviates and whether it then varies with absolute altitude, calendar age, frequency of use or some other variable.
We will not present statistical evidence for either occurrence or non-occurrence of "drifting" of pressure readings. Nobody has these data anyway.
What we will do in this document is to deliberate why we in our sport measure altitude to begin with and what the “good enough” level of accuracy is. From there we will examine how this can be achieved in FAI's legal framework and address possible needs for adjustment of the Sporting Code, if necessary at all.
Spoiler alert: the conclusion will be that unlike regularly visiting a dentist, periodically having to calibrate the pressure sensor in your Flight Recorder is not actually good for you. It is at best an expensive nuisance and if we can get by without this recurring hassle then we all are off for the better.
Brave new electric world: will hydraulics survive and who needs hydraulics anyway? A provocation delivered by an unsentimental system integrator. A real engineer doesn't "love" or "hate" but makes balanced and well-considered technology decisions based on performance, efficiency, application, quality, robustness, cost, etc.
Reflections on Research (and a Fractal Perspective on Systems Engineering)Reno Filla
This round-kick presentation for the 2022 LINK-SIC workshop (https://liu.se/en/article/link-sic-workshop-2022) spans the arc from research and predevelopment to knowledge in general (vs belief and opinion), systems engineering and the ongoing specialization/fragmentation of engineering , uncertainty, the climate-change related challenges ahead - and more.
Report to IEA on ERS, specifically about Scania's experiences and insights from various pilot projects and field trials with the E-Highway system from Siemens Mobility. In the end of the presentation some reflections on how to dimension an ERS ("E-Road") are shared.
Presentation for graduate students: Zoom in to learn the basics and refine your knowledge, then zoom out for perspective and to make connections. Then repeat until convergence. Which you might attain until the next disruption. ;-)
Der Diplom-Ingenieur Reno Filla ist verheiratet und hat ein Kind. Nach seinem Abschluss 1998 an unserer Hochschule ging er zu Volvo nach Schweden, wo er bis heute mit seiner Familie lebt. Seine Freizeit verbringt er gerne mit Segelfliegen. Über seine Zeit des Studiums und sein Werdegang nach dem Studium berichtet er uns in diesem Interview.
https://www.hs-magdeburg.de/hochschule/einrichtungen/alumni-management/interviews.html
Keynote presentation held at the 15th Scandinavian International Conference on Fluid Power 2017 in Linköping, Sweden
It covers the topics energy efficiency, electromobility, operator assistance, automation, connectivity and site solutions.
Towards Finding the Optimal Bucket Filling Strategy through SimulationReno Filla
The purpose of earth-moving equipment like wheel loaders is to engage with the ground or other material. It is therefore obvious that the bucket filling phase must be included when studying optimal machine control over a complete working cycle because total productivity and efficiency of the machine are to a large extent determined by it. This paper reports and discusses the results of research into how to utilize Discrete Element Method simulations in combination with Optimal Control to find the optimal bucket filling strategy and what has been learned regarding preparing and conducting both simulations of bucket filling and physical testing for verification. This paper also discloses which bucket filling strategy appears to be optimal, based on the results so far – and why we cannot be completely certain.
Towards Finding the Optimal Bucket Filling Strategy through SimulationReno Filla
The purpose of earth-moving equipment like wheel loaders is to engage with the ground or other material. It is therefore obvious that the bucket filling phase must be included when studying optimal machine control over a complete working cycle because total productivity and efficiency of the machine are to a large extent determined by it. This paper reports and discusses the results of research into how to utilize Discrete Element Method simulations in combination with Optimal Control to find the optimal bucket filling strategy and what has been learned regarding preparing and conducting both simulations of bucket filling and physical testing for verification. This paper also discloses which bucket filling strategy appears to be optimal, based on the results so far – and why we cannot be completely certain.
Electromobility and Construction MachineryReno Filla
The search for energy efficient solutions goes on also for construction machinery, and hybrids are a given topic. This seminar looks at related research and pre-development at Volvo Construction Equipment and focuses on wheel loaders. In these machines, drive train and hydraulics are both equally powerful and compete for the limited engine torque. There is a large theoretic potential for the increase of energy efficiency, but to leverage this, a holistic approach is needed. The wheel loader is examined as a system with drive train and hydraulics as two parallel energy conversion systems that show a complex interaction with each other and the power source. Using a systematic design approach, several principle design solutions for hybridization can be found and are discussed.
Gliding Contest Scoring: current and proposal 8.1.4 for the 2016 IGC plenaryReno Filla
This is a supporting presentation to explain how scoring currently works (visualizing the official equations in a rearranged way) and what the effect of Dutch proposal 8.1.4 will be
For the joint IQPC Conferences "Automation & Connectivity for Mobile Machinery" and "HMI for Mobile Machinery", for which I also had the honor to serve as the conference chairman.
Selecting representative working cycles from large measurement data setsReno Filla
A tool has been developed that selects one representative cycle, or a set of cycles, from large measurement data sets based on a specified set of repetitive signals, possibly weighed in their importance. Three different computation methods have been developed and tested, all preserving physical correctness. These approaches are described in detail and compared in the paper.
Evaluating the efficiency of wheel loader bucket designs and bucket filling s...Reno Filla
In this paper we outline how optimising bucket design and bucket filling is connected to improving the total energy efficiency of a wheel loader. Results from our work with particle simulations are shown and it is discussed that, while ideally such simulations should be coupled to models of the machine, operator and the work environment, it is nonetheless possible to simulate stand-alone and utilise simple performance indicators to compare different bucket designs and different bucket filling strategies in a reasonably fair manner. Suitable and less suitable performance indicators are derived and discussed in detail.
Classification of physiological signals for wheel loader operators using Mult...Reno Filla
Sensor signal fusion is becoming increasingly important in many areas including medical diagnosis and classification. Today, clinicians/experts often do the diagnosis of stress, sleepiness and tiredness on the basis of information collected from several physiological sensor signals. Since there are large individual variations when analyzing the sensor measurements and systems with single sensor, they could easily be vulnerable to uncertain noises/interferences in such domain; multiple sensors could provide more robust and reliable decision. Therefore, this paper presents a classification approach i.e. Multivariate Multiscale Entropy Analysis–Case-Based Reasoning (MMSE–CBR) that classifies physiological parameters of wheel loader operators by combining CBR approach with a data level fusion method named Multivariate Multiscale Entropy (MMSE). The MMSE algorithm supports complexity analysis of multivariate biological recordings by aggregating several sensor measurements e.g., Inter-beat-Interval (IBI) and Heart Rate (HR) from Electrocardiogram (ECG), Finger Temperature (FT), Skin Conductance (SC) and Respiration Rate (RR). Here, MMSE has been applied to extract features to formulate a case by fusing a number of physiological signals and the CBR approach is applied to classify the cases by retrieving most similar cases from the case library. Finally, the proposed approach i.e. MMSE–CBR has been evaluated with the data from professional drivers at Volvo Construction Equipment, Sweden. The results demonstrate that the proposed system that fuses information at data level could classify ‘stressed’ and ‘healthy’ subjects 83.33% correctly compare to an expert’s classification. Furthermore, with another data set the achieved accuracy (83.3%) indicates that it could also classify two different conditions ‘adapt’ (training) and ‘sharp’ (real-life driving) for the wheel loader operators. Thus, the new approach of MMSE–CBR could support in classification of operators and may be of interest to researchers developing systems based on information collected from different sensor sources.
Optimizing the trajectory of a wheel loader working in short loading cyclesReno Filla
A study into alternative trajectories for wheel loaders working in short loading cycles has been conducted, examining other patterns than the traditional V- or Y-cycle. Depending on workplace setup and target function of the optimisation other trajectories can indeed prove beneficial. The results of this study can be used in operator models for offline simulations as well as for operator assistance or even in controllers for autonomous machines or energy management systems for non-conventional machines like hybrids.
Mental State Monitoring System for the Professional Drivers Based on Heart Ra...Reno Filla
The consequences of tiredness, drowsiness, stress and lack of concentration caused by a variety of different factors such as illness, sleep depletion, drugs and alcohol is a serious problem in traffic and when operating industrial equipment. This is especially important for professional drivers since both expensive equipment and lives may be at stake, e.g. in mining, construction and personal transportation, reduced concentration, stress or tiredness are known to be the cause of many accidents. A system which recognizes the state of the driver and e.g. suggests breaks when stress level is too high or driver is too tired would enable large savings and reduces accident. Today different sensors enable clinician to determine a driver’s status with high accuracy. The aim of the paper is to develop an intelligent system that can monitor drivers’ stress depending on psychological and behavioral conditions/status using heart rate variability. An experienced clinician is able to diagnose a person’s stress level based on sensor readings. Here, we propose a solution using case-based reasoning to diagnose individual driver’s stress. During calibration a number of individual parameters are established. The system also considers the feedback from the driver’s on how well the test was performed The validation of the approach is based on close collaboration with experts and measurements from 18 driver’s from Volvo Construction Equipment are used as reference.
http://www.mrtc.mdh.se/index.php?choice=publications&id=3046
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
2. ICPC 2013 – 3.3
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Furthermore an outlook will be given in which area
further improvement potentials can be found.
FUEL EFFICIENCY IMPROVEMENT
POTENTIALS IN A WHEEL LOADER
The definition for Fuel Efficiency (FE) as used in this
paper is the following:
where the fuel efficiency (measured in tons of
material moved per liter fuel consumed), is the
productivity of the machine (tons per hour) divided
by the Fuel Consumption (FC) (measured in liter fuel
consumed per hour).
So an improvement in the Fuel Efficiency can be
achieved by increasing the productivity (fuel
consumption neutral) or reducing the fuel
consumption (productivity neutral). In reality
customers expect an improvement of both factors
simultaneously.
In marketing material the improvement potentials are
typically stated as “up to X%” saving. The real life
experience is very cycle dependent and differs from
one customer to another. The average improvement
depends largely on the application, the size of the
machine, the driving cycle, the driver, the
combination of the machine with others on the site
aso. There are many factors influencing the real
values, beyond the machine technology. Never the
less, the “up to X%” values are a good indicator to
compare technologies, as these values often refer to
similar cycles and are typically measured in
controlled environments, so relative comparisons
are possible. Each equipment manufacturer carries
out customer clinic tests, so all know where they
stand vs. competition, which allows comparing
absolute Fuel Economy values. This paper will use
the “up to X%” values to compare different
technologies vs. each other in order to understand
the technology potentials.
Volvo’s view on the potentials for Fuel Efficiency
improvement potentials in a wheel loader application
are shown in Table 1.
The FE improvement potentials are large. As
explored above, the real savings for a machine
owner during the life of the machine will depend
largely on the application and of course the on-cost
for the machine that is equipped with new
technology. In the end money counts for the
machine owners, the total cost of ownership and the
cost per ton moved material.
Site optimization Up to 30%
Machine use optimization -40% up to +40%
Machine optimization:
- Reduction of losses
- Optimizing the systems
interactions
- Decoupling of systems
Up to 50%
Table 1 Fuel Efficiency improvement potentials
for a wheel loader
Site optimization
A work site set up is usually set by the capacity
where maximum capacity at worst conditions sets
type and size of machines to use, which results in
overcapacity most times. How to use the
overcapacity has a large impact on the fuel
efficiency. Also the work site layout has large impact
on fuel efficiency, to utilize the momentum in the
machine and have smooth turning radius close to
elevations. Maybe the biggest potential is minimizing
stock piles where all performed work is waist.
Looking at the total production on a work site there
are several possibilities to optimize the productivity
and fuel efficiency, see [1]. The potential lies in
using the correct machines for a given production or
work task, as well as in coordinating the different
machines to operate efficiently together logistically.
One example is to plan and control the operation of
machines to minimize queuing and waiting times on
the site. The improvement potential is highly
dependent on site and production but up to 30 %
have been identified.
Machine use optimization
Wheel Loaders are a versatile product and because
of that, the machine cannot be optimized for one
single application. The machines are often used in a
variety of working cycles and transporting various
materials.
Even if machine missions are planned and
controlled in a good way to maximize the total
productivity/efficiency on a site, the individual
machine operator has a high influence in the way he
or she manages to utilize the machine
productivity/efficiency capability. One study [2]
shows that efficiency varies up to 40% between
different operators assigned with the same task
using the same machine. The differences lies in for
example how traction force and bucket force are
balanced during bucket filling, how machine motion
3. ICPC 2013 – 3.3
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and bucket motion are coordinated by the operator
using levers and pedals, and in the end how these
tradeoffs make the machine systems like engine,
transmission, and hydraulics, work together.
Construction machines efficiency varies even among
experienced operators and requires good knowledge
of subsystem interaction in order to work efficiently.
Hence, there is a high potential for operator
assisting systems or even for complete autonomous
operation.
Machine optimization
The potentials for the machine optimization can be
grouped into three categories:
• Reduction of losses
• Optimizing the systems interactions
• Decoupling of systems
In the following, the optimization potentials in one
working cycles will be identified and 3 technical
solutions to capture these potentials are shown. In
all cases the driveline technology is the enabler to
capture the potentials.
REFERENCE WORKING CYCLES
Two working cycles are most relevant when
comparing efficiency in a wheel loader application:
Load & Carry and Short Loading Cycle Figure 1.
Figure 1 Short Loading Cycle
Description Short Loading Cycle:
1. Bucket filling
2. Leaving bank
3. Retardation for reversing
4. Reversing
5. Towards Load receiver
6. At load receiver
7. Leaving load receiver
8. Retardation for reversing
9. Towards bank
10. Retardation towards bank
Figure 2 Power distribution in a Short Loading
Cycle
Figure 2 shows the distribution of power - hydraulics
vs. drivetrain - in the short loading cycle. The x-axis
shows time and y-axis power in % of max. engine
power. The machine used is equipped with 4 speed
powershift transmission and torque converter (no
lock up). This graph is used as the baseline for all
potential evaluations.
Figure 3 Engine torque and speed plot TQ
powershift transmission
The phases are separated by white vertical lines
with the numbering as in above description. The
peak power demand is in the bucket filling phase,
where both, hydraulics and drivetrain, are
consuming up to the maximum engine power. This
phase is also relatively long in the cycle time, so that
40% of the total cycle fuel consumption happens in
this phase.
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Figure 3 shows a typical engine torque and speed
plot of the short loading cycle on the example of an
L 220 G.
MACHINE OPTIMIZATION: ENERGY
SAVING POTENTIALS IN WORKING
CYCLES
Optimization potentials in the working cycle
Three categories of optimization potentials were
stated above: Reduction of losses, optimizing the
systems interactions, Decoupling of systems.
Losses: There needs to be a continued focus to
minimize losses in every component, however the
biggest saving potential can be captured by
replacing big loss generating components with
different technologies. A torque converter generates
large losses, up to 25% of engine power in the
bucket filling phase and up to 20% of engine power
during travel (if w/o lockup). As the bucket filling
phase is contributing with 40% of the fuel
consumption in a short loading cycle, the reduction
of TQ losses in bucket filling is the single biggest
saving potential.
For the hydraulic system there is a large potential
during phases where no work is performed - tilting to
empty bucket, lowering boom. In these conditions
the hydraulic pumps are working against the
backpressure in the system. Of course there is room
for general efficiency improvement also in the
hydraulic system.
Optimizing system interactions: The biggest
potential in this category is the phlegmatization of
the engine power by energy storage. This means
that in phases of little power demand the energy
storage device is charged and that energy is used to
boost in high demand conditions. In the investigated
cycle the average power demand is only 60% of the
available peak power, however peak power is
needed for performance in certain conditions as
combined lifting in uphill conditions to feed a
crusher.
A very large factor for an efficient use of the
machine is the machine harmony, the balance of
hydraulics vs. propulsion system and the ease of
controlling the two. Achieving a good balance has a
large impact on the bucket filling ability, and hence
the productivity of the machine in real life.
Decoupling of systems: The individual system
elements of the machine (i.e. engine, hydraulics and
propulsion) have different best efficiency operating
points. The target for a machine configuration is to
match the components regarding their best
efficiency points for average working cycles. This is
always a compromise. Higher freedom in controlling
component operating points individually, will lead to
better overall machine efficiency. It is particularly
relevant to operate the engine in the sweet spots of
the fuel map (lowest BSFC). So fixed ratios or
limited flexibility of ratios between hydraulic flow and
engine rpm will lead to high engine rpm at relatively
low load and hence sub optimal fuel consumption for
the power demand. The same principle applies for
the propulsion system.
Technical approaches
With regards to machine optimization, Volvo CE has
investigated different technical solutions in a step
wise approach, while some solutions are launched
to the market, other solutions have been analyzed
with prototypes. Table 2 shows the Fuel Efficiency
improvement potentials by means of machine
optimization. It also shows the area of improvement
in the cycle and the technical approach to capture
the potentials.
Up to 15%:
• Retardation: using brakes instead of engine
• Reduction of losses: TQ lock-up functionality
Up to 25%:
• Reduction of losses: CVT instead of torque
converter
• Decoupling of engine speed and wheel speed
Up to 50%:
• Reduction of losses: CVT instead of torque
converter
• Decoupling of engine speed, wheel speed and
hydraulic flow
• Retardation and attachments: energy recovery
• Engine phlegmatization: downsizing and
boosting
Table 2 Machine optimization: Fuel Efficiency
improvement potentials and technical
approach.
In the following the technical solutions for the 3
steps are shown.
VOLVO OPTISHIFT
The Volvo Optishift feature has been introduced for
L110 – L 250 G-series models. The technical
solution consists of a lock-up torque converter and a
functionality that is referred to as “Reverse by
Braking (RBB)”. This functionality uses the wheel
brakes for the retardation of the machine during the
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powershuttle operation (phases 3 and 8 in the
driving cycle). Powershuttle is the automated shifting
from reverse to forward and vice versa by a push of
a button. Machines without this option use engine
power to slow the vehicle down and hence consume
fuel for this action.
Fuel efficiency improvements have been
demonstrated up to 15% while the RBB has the
biggest effect in the short loading cycle, the lock-up
functionality in load and carry and transport cycles.
Together with the introduction of the Optishift, the
gear shift quality was improved.
VOLVO HYDROSTATIC POWERSPLIT
CVT
The step up to 25% Fuel Efficiency improvement
has been demonstrated on a prototype wheel loader
equipped with a hydrostatic powersplit Continuously
Variable Transmission (CVT). Figure 4 shows the
patented gear scheme.
Figure 4 Volvo Hydrostatic Powersplit CVT
The CVT features individual yoke actuation of the
pump and the motor and is based on an output
coupled powersplit principle with 3 ranges.
A CVT uses the following potentials in the driving
cycle:
• elimination of torque converter losses
• decoupling of engine speed and wheel speed in
order to optimize the engine operating points
• reverse power flow during retardation to support
the engine for hydraulic power
Figure 5 shows the engine torque and speed plot of
the CVT wheel loader in the short loading cycle. It
can be see that engine speeds stay below 1400
rpm.
Figure 5 Engine torque and speed plot CVT
VOLVO SERIES ELECTRICAL HYBRID
The next step to capture further Fuel Efficiency
improvement potentials could be a series electrical
hybrid with energy storage and fully decoupled
hydraulics where every main function is decoupled.
Volvo has proven up to 50% improved FE with a
system architecture as shown in Figure 6.
The FE improvement potentials are based on the
following:
• Reduction of losses: el. CVT instead of torque
converter
• Retardation: energy recovery
• Engine phlegmatization: downsizing and
boosting
• Decoupling of engine speed, wheel speed and
hydraulic flow
The system features a downsized engine, an el.
Generator and 3 el. Motors for propulsion, and the
hydraulic functions lift and tilt. The Electric power
installed for the propulsion is: 70kW cont. / 120kW
peak. with PM synchronous el. Motors. The
transmission features 3 speeds, no F/R, no TQ and
a dry sump. The hydraulics features separated
circuits for lift/tilt and are pump controlled (throttle
free). The chosen voltage level is 600V and as
6. ICPC 2013 – 3.3
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energy storage device a supercapacitor with 400 Wh
capacity.
Figure 6 Components of Volvo Series El. Hybrid
Figure 7 Engine torque and speed plot Volvo
Series El. Hybrid
It can be seen in Figure 7 that the control strategy
avoides high fuel comsumption operating points in
the engine map and at very low rpm if the power is
not needed. In the series hybrid the engine becomes
a pure genset that delivers power. Also the hydraulic
pumps are disconnected from the engine, hence the
optimum engine operating point can be freely
chosen. Compared to that, the CVT solution
featured a fixed hydraulic mounting to the engine.
For the series hybrid setup the engine is controlled
to minimize losses for the total power delivering
system, i.e. engine, generator, and energy storage
together. This is a balance that for any given power
demand compromises between engine/generator
losses and energy storage losses, see [3] and [4].
Figure 7 shows engine operating points for a short
loading cycle. For such cycles the energy storage
can deliver power to cover for peak demands. That
is the reason why the engine is never operated at
more than about two thirds of its power capability.
The used engine has been dimensioned for an
infinitely long uphill transport, about 84kW are
required for this usage in this machine. Since the
uphill slope is infinitely long, the generator power
cannot be topped by the energy storage. Therefore
both engine and generator are sized for that
operating condition.
CONCLUSIONS - ADDING VALUE
Three possible technical routes have been shown to
capture potentials for Fuel Efficiency improvements
in the wheel loader application. There is substantial
potential - up to 50% improvement - if the machine is
optimized by introducing new technologies. New
technologies however tend to come with a cost tag!
For the machine owner the cost per ton of moved
material counts. So productivity and the total cost of
ownership (TCO) are the influencing factors. The
cost for fuel in the TCO (10 years) is in the range of
20% for wheel loaders in the class > 15t in Europe
(with operator). The purchase price is in the range of
20%. There are various customer groups of course
with different buying criteria. A rule of thumb can be
applied, that customers’ requests an ROI < 2 years,
which leads to basic question: how much technology
can the customer afford to buy? Different than in the
car industry or industries with public exposure (i.e.
city busses), the construction equipment industry
cannot count on any image driven purchase
decisions - money counts.
There is an opportunity however to provide
additional features and added value with a new
technology, for example increased durability due to
reduced number of parts, improved ease of
operation, new features aso.
The next challenge is the financial view of the
machine OEM: there are of course targets on
machine margin, ROI for development projects and
amount of invest. Shareholders are asking for added
value.
OEMs are different, in terms of manufacturing depth,
customer groups and applications, global sales
7. ICPC 2013 – 3.3
7
footprint, industrial footprint, supplier base and
synergies within the group. The current competitive
landscape shows that various technical solutions are
launched to the market and that the diversity of
technical solutions in the market grows. Market
launches include CVT and hybrid solutions on a
hydraulic and electrical base.
Every OEM needs to define its way to add value to
customers and shareholders, there is no “silver
bullet”. Those OEMs which develop and produce all
major components of a machine, benefit form much
larger optimization potential and technical choice
though.
OUTLOOK
After discussing options for the short and midterm
future, how can the far future look like? There are
industry trends that can lead to very different
machines and business models of selling
construction equipment.
To list a few opportunities:
Electrification of job sites
Especially in mines and quarries, the electrification
of job sites has come quite far. For mining and
underground equipment full electric machines are
reality. The cost for electric energy (if energy is
supplied from a grid) is significantly lower than diesel
when taking into account the low efficiency of
combustion engines vs. electric power generation.
There is a clear potential for a technology shift.
Battery cost
Once battery technology matures and is reduced in
cost, there is a potential to reroute value streams
from fuel suppliers to OEMs. The cost for the battery
will be overcompensated by the fuel savings. If the
battery is supplied via the OEM, there is a clear
business growth opportunity.
Alternative fuels
Natural gas is seen as a potential to take some of
the share of diesel fuel. Depending on the cost
development, this can have an influence on the
speed of change of machine technology.
Vehicle concepts
There is an opportunity to “think out of the box” and
come with radically new machine concepts. The
Volvo Gryphin is an example with new ideas and
added features for the machine usage.
Features:
• Electric hybrid with energy storage
• Electric wheel motors
• Independent wheel suspension
• Electrohydraulic actuators
• Extendable counterweight
• Energy regeneration from drive and attachments
• Diversified energy carrier
• Fuel cell power source potential
Figure 8 Volvo Gryphin – wheel loader future
concept
REFERENCES
[1] “Microsimulation of total cost of ownership in
quarries”. Erik Uhlin
[2] “On increasing fuel efficiency by operator
assistant systems in a wheel loader”. Bobbie
Frank, Lennart Skogh, Reno Filla, Anders
Fröberg, and Mats Alaküla1. The 2012
International Conference on Advanced
Vehicle Technologies and Integration.
[3] “Optimal transient control of power generation
in hybrid construction equipment”, Anders
Fröberg, Jan Åslund, and Lars Nielsen, IEEE
Vehicle power and propulsion conference,
2011.
[4] “Estimation of fuel equivalence factor from a
wheel loaders driving cycle”. Peter Nyberg
and Anders Fröberg. The 2012 International
Conference on Advanced Vehicle
Technologies and Integration.
[5] “Hybrid Power Systems for Construction
Machinery: Aspects of System Design and
Operability of Wheel Loaders,” Reno Filla.
ASME Technical Paper IMECE2009-10458,
2009, doi: 10.1115/IMECE2009-10458.
[6] “Alternative system solutions for wheel
loaders and other construction equipment”.
Reno Filla. (2008) 1st International CTI Forum
Alternative and Hybrid Drive Trains, Berlin,
Germany.
8. ICPC 2013 – 3.3
8
http://urn.kb.se/resolve?urn=urn:nbn:se:liu:div
a-43948
[7] “Quantifying Operability of Working
Machines,” Reno Filla. Ph.D. thesis,
Department of Management and Engineering,
Linköping University, Linköping, 2011.
http://urn.kb.se/resolve?urn=urn:nbn:se:liu:div
a-70394
DEFINITIONS, ACRONYMS,
ABBREVIATIONS
FC Fuel consumption
FE Fuel Efficiency
TQ Torque converter
CVT Continuously Variable Transmission
RBB Reverse by Braking
TCO Total Cost of Ownership
BSFC Brake Specific Fuel Consumption
OEM Original Equipment Manufacturer